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
1,172,600
63
Male
142,783
Married
2
High School
null
43.382039
Suburban
Premium
null
3
716
9
2022-08-20 15:21:39.237118
Poor
No
Weekly
Apartment
3,941
1,172,601
56
Female
488
Married
0
High School
Unemployed
27.792426
Rural
Comprehensive
2
15
791
1
2021-11-06 15:21:39.171102
Poor
No
Weekly
House
612
1,172,602
60
Female
25,471
Single
1
PhD
Unemployed
14.923759
Suburban
Premium
null
16
436
7
2024-04-01 15:21:39.096739
Average
No
Rarely
Apartment
1,081
1,172,603
39
Male
10,489
Married
1
PhD
Employed
23.764995
Rural
Comprehensive
null
7
843
5
2020-07-30 15:21:39.188220
Good
No
Rarely
House
1,544
1,172,604
23
Male
38,662
Single
1
High School
null
30.516075
Suburban
Premium
1
1
535
4
2020-02-15 15:21:39.289099
null
Yes
Weekly
House
1,875
1,172,605
43
Male
24,393
Single
null
PhD
null
36.816403
Suburban
Comprehensive
1
18
589
9
2022-11-02 15:21:39.081504
Average
No
Rarely
House
962
1,172,606
30
Male
9,303
Single
4
High School
Self-Employed
51.47667
Rural
Basic
1
3
null
6
2021-12-01 15:21:39.134960
Average
Yes
Rarely
Apartment
3,162
1,172,607
59
Male
5,964
Single
4
PhD
null
null
Suburban
Basic
3
17
460
6
2024-05-10 15:21:39.236064
Good
No
Monthly
Apartment
1,735
1,172,608
39
Male
937
Single
1
High School
Employed
25.251623
Rural
Comprehensive
null
6
463
2
2023-06-12 15:21:39.222387
Good
No
Daily
House
1,046
1,172,609
56
Male
3,620
Married
1
PhD
Self-Employed
27.2634
Rural
Comprehensive
1
7
741
6
2022-06-12 15:21:39.145732
Poor
No
Rarely
Apartment
2,236
1,172,610
57
Male
48,541
Divorced
1
High School
Unemployed
33.605375
Rural
Basic
0
9
373
3
2019-10-12 15:21:39.185215
Average
No
Weekly
House
509
1,172,611
23
Male
23,470
Divorced
1
Bachelor's
Unemployed
41.177711
Urban
Comprehensive
1
18
796
4
2020-11-07 15:21:39.174719
Poor
No
Weekly
House
30
1,172,612
26
Male
53,630
Married
3
Bachelor's
null
25.39522
Urban
Basic
null
15
363
2
2024-03-26 15:21:39.145732
Poor
Yes
Rarely
Apartment
271
1,172,613
32
Male
30,444
Married
null
PhD
null
24.00163
Urban
Premium
0
13
567
1
2022-12-30 15:21:39.172097
Good
No
Weekly
Apartment
2,060
1,172,614
53
Female
6,342
null
2
High School
Self-Employed
40.333593
Urban
Basic
0
19
812
7
2024-05-15 15:21:39.155231
Good
No
Daily
Apartment
866
1,172,615
35
Male
9,087
Single
null
High School
null
33.845401
Urban
Premium
null
15
488
6
2020-05-10 15:21:39.289099
Average
Yes
Weekly
Apartment
136
1,172,616
36
Female
29,672
Divorced
3
PhD
Employed
32.82082
Suburban
Basic
0
0
751
8
2020-07-10 15:21:39.155231
Good
Yes
Monthly
Condo
983
1,172,617
59
Female
382
Married
0
PhD
null
3.71761
Urban
Comprehensive
1
19
387
1
2022-01-17 15:21:39.093681
Good
No
Weekly
Condo
687
1,172,618
33
Female
17,086
Divorced
4
Bachelor's
null
10.418911
Urban
Comprehensive
0
3
511
5
2019-09-03 15:21:39.092127
Poor
Yes
Rarely
Apartment
511
1,172,619
36
Male
78,402
Divorced
1
High School
null
24.139002
Urban
Premium
0
6
392
8
2021-10-09 15:21:39.091080
Average
Yes
Rarely
House
657
1,172,620
31
Female
82,585
Divorced
0
Bachelor's
Unemployed
24.481019
Rural
Basic
0
4
446
7
2023-10-05 15:21:39.222387
Average
No
Weekly
Condo
2,256
1,172,621
59
Male
966
Divorced
0
Master's
Employed
17.161346
Rural
Premium
1
14
508
2
2021-10-23 15:21:39.134960
Good
No
Rarely
House
513
1,172,622
27
Male
9,227
Divorced
2
High School
null
24.617975
Suburban
Comprehensive
0
3
737
5
2021-10-30 15:21:39.271453
Poor
Yes
Monthly
Condo
2,554
1,172,623
null
Male
5,961
Divorced
1
PhD
Unemployed
20.513737
Suburban
Premium
1
19
697
1
2022-12-02 15:21:39.123711
Poor
Yes
Monthly
Condo
1,208
1,172,624
36
Male
42,884
Married
4
Master's
null
40.290281
Urban
Comprehensive
1
16
644
2
2020-02-26 15:21:39.182597
null
Yes
Weekly
House
1,654
1,172,625
26
Female
31,792
Married
3
Bachelor's
null
23.933671
Rural
Premium
1
14
324
5
2021-05-12 15:21:39.194829
Poor
No
Rarely
Condo
569
1,172,626
26
Female
45,854
Married
4
Bachelor's
null
15.076505
Urban
Comprehensive
null
3
559
4
2022-07-09 15:21:39.155231
Average
Yes
Rarely
House
1,290
1,172,627
39
Male
9,073
Married
1
High School
Employed
null
Suburban
Premium
null
17
509
4
2021-08-16 15:21:39.189223
Average
No
Monthly
House
595
1,172,628
63
Female
52,430
Divorced
3
High School
null
49.886688
Rural
Basic
2
3
null
9
2021-01-09 15:21:39.226954
Poor
No
Monthly
Condo
32
1,172,629
33
Male
43,826
Married
1
High School
Employed
15.717842
Rural
Premium
null
2
null
3
2023-03-21 15:21:39.146733
Average
Yes
Daily
Condo
81
1,172,630
59
Female
20,862
Married
0
PhD
null
20.79014
Rural
Basic
2
7
651
7
2022-02-14 15:21:39.081504
Good
No
Daily
Apartment
1,743
1,172,631
24
Female
8,078
Single
3
Bachelor's
null
20.908633
Urban
Premium
0
8
439
7
2023-03-03 15:21:39.180553
Good
No
Weekly
House
25
1,172,632
62
Male
1,244
Divorced
1
High School
Unemployed
null
Urban
Premium
1
9
709
7
2020-11-23 15:21:39.134960
Poor
Yes
Monthly
Condo
466
1,172,633
51
Female
5,569
Single
0
Bachelor's
Employed
4.284478
Suburban
Premium
1
17
677
5
2020-01-06 15:21:39.134960
Poor
No
Daily
Condo
2,839
1,172,634
55
Female
50,878
Divorced
2
Master's
null
null
Urban
Comprehensive
0
18
587
8
2019-12-04 15:21:39.236064
null
Yes
Weekly
House
1,338
1,172,635
36
Female
35,682
Married
0
PhD
Self-Employed
11.181168
Rural
Premium
null
16
534
8
2020-03-06 15:21:39.256696
Good
Yes
Monthly
Condo
1,085
1,172,636
46
Female
3,775
Divorced
1
High School
null
15.753796
Suburban
Basic
null
9
337
4
2020-06-10 15:21:39.096739
Average
No
Rarely
House
439
1,172,637
27
Female
37,370
Single
4
Bachelor's
Unemployed
28.799635
Rural
Comprehensive
1
19
551
4
2022-04-25 15:21:39.173834
Poor
No
Rarely
Condo
373
1,172,638
61
Male
7,072
Single
null
PhD
Self-Employed
17.995899
Suburban
Basic
null
12
656
5
2022-02-18 15:21:39.175719
Good
No
Rarely
House
1,069
1,172,639
64
Male
53,582
Single
0
High School
null
24.176824
Suburban
Comprehensive
1
3
364
2
2023-06-11 15:21:39.155231
Good
No
Monthly
Condo
3,166
1,172,640
28
Male
6,800
Married
0
Master's
Unemployed
44.292422
Rural
Basic
2
7
492
2
2024-06-03 15:21:39.182597
Good
No
Monthly
House
1,073
1,172,641
57
Female
null
Single
3
High School
Unemployed
12.723375
Rural
Comprehensive
1
11
632
7
2020-05-14 15:21:39.208842
Average
Yes
Weekly
Condo
110
1,172,642
44
Female
94,945
Married
1
Master's
Employed
21.957367
Suburban
Comprehensive
1
15
394
4
2024-07-30 15:21:39.274993
null
Yes
Weekly
Condo
1,803
1,172,643
33
Male
20,290
Divorced
2
Bachelor's
Self-Employed
22.173051
Rural
Basic
1
15
791
5
2023-01-30 15:21:39.226954
Poor
Yes
Daily
Condo
697
1,172,644
37
Female
7,222
Single
0
Bachelor's
Unemployed
7.011771
Suburban
Premium
2
15
718
8
2023-02-24 15:21:39.106582
Poor
No
Weekly
House
2,016
1,172,645
41
Male
10,146
Single
1
Bachelor's
Self-Employed
21.896667
Urban
Basic
1
7
564
2
2020-06-11 15:21:39.155231
Average
Yes
Daily
House
981
1,172,646
27
Female
72,708
Married
1
Master's
null
14.244969
Suburban
Premium
0
1
443
6
2022-12-18 15:21:39.237118
Average
No
Daily
House
536
1,172,647
62
Female
29,863
Divorced
4
High School
Self-Employed
13.946107
Suburban
Comprehensive
1
12
587
2
2023-08-10 15:21:39.166062
Average
No
Rarely
Apartment
832
1,172,648
21
Female
36,575
Divorced
4
High School
null
33.165063
Suburban
Basic
0
3
694
6
2020-03-06 15:21:39.144722
Average
No
Daily
Condo
394
1,172,649
35
Male
16,805
Married
null
High School
Employed
26.96782
Rural
Comprehensive
1
11
449
7
2022-04-09 15:21:39.205850
Poor
Yes
Daily
Condo
2,271
1,172,650
22
Male
62,788
Divorced
3
Bachelor's
null
19.724361
Suburban
Basic
1
18
447
1
2021-06-29 15:21:39.283783
null
Yes
Daily
Condo
64
1,172,651
31
Male
114,482
Divorced
0
Bachelor's
Unemployed
null
Rural
Premium
0
15
776
4
2024-03-14 15:21:39.091080
Average
No
Weekly
Condo
397
1,172,652
41
Female
30,953
Married
null
PhD
Unemployed
16.802757
Suburban
Comprehensive
1
18
659
3
2022-01-26 15:21:39.155231
Good
Yes
Daily
House
1,220
1,172,653
53
Male
25,168
Married
4
Bachelor's
Unemployed
27.181656
Urban
Basic
1
12
638
3
2021-12-07 15:21:39.100695
Good
Yes
Rarely
Apartment
615
1,172,654
18
Female
2,576
Divorced
0
PhD
Employed
16.685861
Suburban
Premium
2
14
447
7
2019-09-14 15:21:39.092127
null
Yes
Monthly
Apartment
1,037
1,172,655
29
Male
30,351
Divorced
2
PhD
Employed
36.120711
Suburban
Premium
null
7
839
7
2020-07-08 15:21:39.254678
Average
Yes
Weekly
Apartment
71
1,172,656
56
Male
596
Divorced
1
PhD
Self-Employed
20.183779
Urban
Premium
1
10
null
5
2021-02-08 15:21:39.102694
null
Yes
Monthly
Condo
553
1,172,657
49
Female
46,904
Divorced
1
High School
null
7.737354
Urban
Comprehensive
0
13
688
9
2023-05-17 15:21:39.134960
null
Yes
Daily
Apartment
2,678
1,172,658
58
Male
84,553
Divorced
null
PhD
Unemployed
null
Rural
Comprehensive
null
12
477
4
2021-08-04 15:21:39.090124
Average
Yes
Daily
Condo
1,331
1,172,659
64
Female
5,835
Single
1
Bachelor's
Self-Employed
5.912894
Suburban
Basic
null
7
828
7
2023-02-05 15:21:39.172097
Poor
Yes
Daily
House
554
1,172,660
49
Male
11,758
Divorced
2
High School
Unemployed
28.63376
Urban
Premium
null
19
544
4
2021-07-08 15:21:39.119168
Poor
No
Monthly
Condo
1,265
1,172,661
27
Female
71,832
Married
3
Master's
null
20.86872
Suburban
Comprehensive
1
13
499
1
2024-02-17 15:21:39.110557
Average
Yes
Daily
Condo
23
1,172,662
41
Female
20,676
Divorced
1
PhD
null
null
Rural
Comprehensive
null
1
629
7
2020-10-10 15:21:39.123711
Poor
Yes
Rarely
Apartment
35
1,172,663
60
Male
16,077
Married
null
Bachelor's
Unemployed
5.42363
Rural
Premium
1
5
577
1
2020-10-21 15:21:39.175719
Average
No
Weekly
Condo
40
1,172,664
53
Male
103,746
Single
0
PhD
Employed
16.56689
Urban
Basic
2
8
445
7
2022-04-01 15:21:39.134960
Average
No
Daily
House
1,119
1,172,665
56
Male
58,921
Married
3
High School
Self-Employed
40.796633
Suburban
Basic
3
7
509
8
2020-08-23 15:21:39.237118
Poor
Yes
Rarely
Condo
1,014
1,172,666
19
Female
134,710
Divorced
null
Master's
null
26.134427
Urban
Premium
0
3
410
1
2021-08-10 15:21:39.215386
Poor
No
Rarely
Apartment
807
1,172,667
44
Female
12,071
Married
1
Bachelor's
Self-Employed
27.956716
Rural
Basic
null
9
433
9
2024-05-09 15:21:39.134960
Average
No
Monthly
Condo
823
1,172,668
24
Male
17,458
Single
0
Master's
Self-Employed
4.141152
Suburban
Comprehensive
1
14
521
6
2020-01-19 15:21:39.193945
Good
Yes
Daily
Apartment
2,947
1,172,669
29
Female
7,366
Single
null
Master's
Employed
8.865383
Rural
Premium
0
10
575
7
2021-05-13 15:21:39.203442
Average
No
Monthly
House
377
1,172,670
33
Male
8,571
Single
3
PhD
Unemployed
33.929491
Urban
Basic
0
2
573
5
2022-03-02 15:21:39.155231
Good
No
Daily
House
985
1,172,671
null
Female
2,452
Married
null
Bachelor's
Unemployed
46.373937
Suburban
Basic
null
10
492
5
2020-02-14 15:21:39.208842
Good
No
Monthly
Apartment
1,618
1,172,672
39
Female
18,566
Single
4
Master's
null
43.89126
Urban
Premium
null
0
335
3
2022-05-09 15:21:39.090124
Poor
Yes
Rarely
Condo
1,176
1,172,673
23
Female
3,377
Single
0
Bachelor's
Self-Employed
28.934243
Suburban
Comprehensive
null
19
481
4
2024-01-30 15:21:39.155231
Poor
Yes
Weekly
House
868
1,172,674
50
Female
14,069
Single
2
High School
Employed
null
Suburban
Comprehensive
0
7
717
5
2024-06-20 15:21:39.134960
Average
Yes
Daily
Condo
1,593
1,172,675
28
Female
2,032
Single
null
Master's
Self-Employed
34.259814
Rural
Basic
0
5
517
3
2020-10-24 15:21:39.094752
Poor
No
Weekly
Apartment
2,224
1,172,676
26
Female
null
Single
3
Master's
Unemployed
36.889824
Suburban
Comprehensive
2
4
757
9
2021-01-18 15:21:39.288099
Poor
Yes
Monthly
House
434
1,172,677
61
Male
24,196
Married
4
Bachelor's
Self-Employed
11.914961
Suburban
Comprehensive
0
7
826
8
2019-08-25 15:21:39.155231
Poor
No
Monthly
House
1,639
1,172,678
64
Female
26,863
Divorced
1
Master's
null
6.726965
Suburban
Comprehensive
1
7
null
2
2024-06-26 15:21:39.134960
null
No
Rarely
House
115
1,172,679
22
Male
40,991
Married
3
Master's
Self-Employed
19.898828
Suburban
Basic
3
7
null
3
2023-06-01 15:21:39.147735
Average
No
Rarely
Condo
117
1,172,680
61
Male
4,745
Married
3
High School
Unemployed
28.878192
Suburban
Basic
0
12
319
3
2023-08-12 15:21:39.237118
Good
Yes
Monthly
Condo
518
1,172,681
41
Female
47,898
Divorced
null
Master's
Unemployed
51.242027
Rural
Premium
null
11
null
7
2022-11-02 15:21:39.253660
Good
Yes
Weekly
Apartment
916
1,172,682
49
Male
4,718
Divorced
2
Bachelor's
null
16.619163
Urban
Comprehensive
2
7
829
8
2022-02-09 15:21:39.164044
Good
No
Daily
House
1,228
1,172,683
19
Male
null
Single
0
High School
null
16.566714
Urban
Basic
1
19
807
7
2022-01-25 15:21:39.218388
null
No
Weekly
Condo
2,146
1,172,684
31
Female
58,632
Single
1
PhD
Unemployed
7.98532
Suburban
Basic
1
4
447
5
2020-02-05 15:21:39.260856
Good
Yes
Rarely
Apartment
1,409
1,172,685
40
Male
39,081
Single
null
High School
Unemployed
13.372078
Urban
Premium
1
7
547
2
2021-07-30 15:21:39.268507
Poor
Yes
Weekly
House
1,253
1,172,686
30
Male
17,131
Married
4
Master's
Self-Employed
32.660437
Rural
Premium
2
2
659
3
2024-03-11 15:21:39.120168
Good
No
Rarely
Condo
2,183
1,172,687
25
Female
10,054
Single
1
Bachelor's
null
42.724754
Suburban
Comprehensive
null
16
313
1
2024-03-02 15:21:39.248098
Average
No
Monthly
House
1,090
1,172,688
56
Female
87,877
Single
0
Bachelor's
Unemployed
27.672144
Urban
Premium
null
1
357
4
2024-05-14 15:21:39.155231
null
No
Daily
House
3,028
1,172,689
60
Male
18,609
Married
1
Master's
Self-Employed
30.834132
Suburban
Basic
null
4
363
7
2022-11-05 15:21:39.122134
Average
Yes
Monthly
Condo
1,020
1,172,690
60
Female
2,373
Divorced
3
PhD
null
15.051417
Rural
Basic
0
7
null
1
2022-11-18 15:21:39.226954
Good
No
Daily
House
416
1,172,691
63
Female
27,311
Single
0
Bachelor's
Employed
11.47637
Urban
Basic
3
16
null
5
2021-03-07 15:21:39.188220
Average
Yes
Monthly
House
1,117
1,172,692
25
Female
113,558
Divorced
4
PhD
Self-Employed
13.446965
Urban
Premium
2
13
387
8
2021-04-24 15:21:39.237118
Poor
Yes
Daily
Apartment
837
1,172,693
47
Female
36,740
Married
0
Master's
Self-Employed
24.858135
Rural
Premium
null
4
460
6
2024-02-12 15:21:39.134960
Good
Yes
Daily
Apartment
1,653
1,172,694
31
Male
null
Divorced
2
Master's
null
16.616816
Suburban
Basic
1
7
751
2
2023-11-03 15:21:39.114118
Poor
Yes
Monthly
House
103
1,172,695
21
Female
15,641
Divorced
4
Bachelor's
Self-Employed
38.037229
Urban
Basic
0
14
791
5
2024-06-18 15:21:39.210805
Poor
Yes
Daily
House
1,575
1,172,696
54
Female
6,972
Married
2
Master's
Self-Employed
41.923581
Urban
Comprehensive
2
15
569
1
2020-10-10 15:21:39.155231
null
No
Weekly
House
904
1,172,697
56
Male
44,003
Married
1
Master's
Employed
13.804982
Urban
Premium
0
0
null
5
2021-05-01 15:21:39.132191
Good
No
Rarely
House
602
1,172,698
28
Male
31,109
Single
1
Master's
null
37.519667
Rural
Premium
1
18
514
8
2022-02-23 15:21:39.256696
Average
No
Daily
Condo
2,490
1,172,699
39
Male
20,360
Single
2
PhD
Employed
15.16457
Urban
Premium
1
11
834
3
2020-11-17 15:21:39.223901
Poor
No
Weekly
Apartment
3,875