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
1,166,700
64
Female
25,166
Single
3
PhD
Employed
15.074297
Suburban
Premium
1
10
null
4
2020-10-14 15:21:39.272456
Poor
No
Weekly
Condo
2,160
1,166,701
62
Female
37,750
Single
null
Bachelor's
Employed
23.503967
Rural
Premium
1
12
621
3
2020-11-23 15:21:39.097737
Average
No
Monthly
Apartment
77
1,166,702
29
Male
88,026
Divorced
0
PhD
Self-Employed
22.124631
Suburban
Comprehensive
1
0
609
3
2020-07-02 15:21:39.092127
Poor
No
Monthly
Condo
224
1,166,703
20
Male
8,175
Divorced
3
Master's
Self-Employed
30.893823
Suburban
Comprehensive
1
6
823
2
2021-01-30 15:21:39.245086
Poor
Yes
Monthly
Condo
347
1,166,704
40
Male
3,613
Divorced
2
High School
Employed
16.791739
Urban
Comprehensive
1
7
446
6
2024-01-05 15:21:39.232526
Poor
Yes
Daily
Apartment
1,180
1,166,705
30
Female
18,216
Divorced
3
PhD
null
38.251937
Urban
Premium
null
11
null
3
2020-10-13 15:21:39.237118
Average
Yes
Weekly
Condo
2,133
1,166,706
57
Male
16,881
Married
0
PhD
Self-Employed
44.121037
Urban
Basic
0
5
717
4
2019-09-16 15:21:39.172097
Poor
Yes
Monthly
Condo
2,344
1,166,707
26
Female
2,639
Single
4
Bachelor's
Employed
27.442599
Rural
Comprehensive
1
15
431
9
2021-08-24 15:21:39.149731
Good
Yes
Daily
Condo
3,188
1,166,708
22
Male
101,964
Married
0
Bachelor's
null
12.976302
Suburban
Premium
null
13
null
6
2022-12-19 15:21:39.285112
null
No
Rarely
Condo
2,234
1,166,709
30
Male
29,711
Divorced
null
Bachelor's
Self-Employed
4.555033
Rural
Basic
2
15
806
9
2024-07-25 15:21:39.098696
Good
No
Weekly
Condo
1,255
1,166,710
44
Female
64,800
Divorced
1
Master's
null
34.743117
Rural
Comprehensive
1
14
401
7
2020-07-27 15:21:39.179186
Average
Yes
Weekly
Apartment
97
1,166,711
55
Male
11,473
Married
1
Master's
null
20.184791
Rural
Basic
0
19
732
7
2020-07-28 15:21:39.093681
Average
No
Monthly
Condo
1,320
1,166,712
32
Female
2,480
Divorced
2
High School
Self-Employed
19.086176
Rural
Premium
1
4
null
6
2020-04-26 15:21:39.237118
Poor
No
Monthly
Condo
27
1,166,713
null
Male
124,562
Single
1
Master's
null
52.291975
Suburban
Basic
null
9
718
5
2021-10-20 15:21:39.144722
Poor
No
Daily
Condo
531
1,166,714
34
Female
2,359
Married
null
PhD
Unemployed
3.058018
Suburban
Comprehensive
null
15
585
2
2020-06-17 15:21:39.118178
null
No
Daily
Apartment
309
1,166,715
22
Female
43,840
Single
2
PhD
Unemployed
29.087809
Urban
Basic
1
1
696
2
2022-06-30 15:21:39.172097
Good
No
Weekly
House
1,438
1,166,716
54
Female
79,880
Single
4
High School
Unemployed
null
Suburban
Basic
1
17
729
8
2023-04-13 15:21:39.134960
Average
No
Rarely
Apartment
2,714
1,166,717
44
Female
34
Single
0
PhD
null
44.099892
Suburban
Comprehensive
3
13
621
6
2022-04-12 15:21:39.251142
Good
Yes
Rarely
Condo
2,079
1,166,718
43
Female
48,731
Divorced
0
Bachelor's
Employed
20.073238
Urban
Premium
2
13
639
7
2021-08-19 15:21:39.237118
Good
Yes
Rarely
House
141
1,166,719
58
Female
10,629
Divorced
2
High School
Unemployed
16.724774
Urban
Comprehensive
0
11
538
2
2021-11-08 15:21:39.236064
Good
Yes
Rarely
House
1,156
1,166,720
48
Female
57,554
Single
null
PhD
Employed
14.095573
Suburban
Premium
2
14
627
7
2021-05-05 15:21:39.172097
Good
No
Daily
Condo
379
1,166,721
44
Male
5,933
Divorced
2
Bachelor's
Self-Employed
25.270627
Suburban
Basic
null
18
848
1
2024-04-06 15:21:39.107553
Poor
Yes
Rarely
Apartment
394
1,166,722
25
Male
39,742
Single
1
Bachelor's
Employed
21.827662
Suburban
Premium
0
15
584
6
2022-03-27 15:21:39.237118
Poor
No
Weekly
House
1,409
1,166,723
41
Male
1,806
Married
3
PhD
Self-Employed
30.157574
Suburban
Comprehensive
null
12
481
1
2023-12-05 15:21:39.172097
Good
No
Monthly
Apartment
467
1,166,724
18
Male
11,682
Married
null
PhD
Self-Employed
30.247434
Suburban
Comprehensive
1
13
387
9
2022-02-01 15:21:39.187211
Good
No
Rarely
Condo
685
1,166,725
61
Male
34,221
Married
2
Bachelor's
Self-Employed
37.153867
Suburban
Premium
null
5
790
4
2021-02-01 15:21:39.274993
Good
Yes
Weekly
House
801
1,166,726
40
Female
19,858
Single
0
Master's
Employed
30.126092
Suburban
Basic
null
13
623
8
2021-12-14 15:21:39.213373
Average
No
Monthly
Apartment
2,057
1,166,727
43
Female
16,015
Married
3
Master's
Employed
16.099045
Urban
Comprehensive
2
13
468
6
2022-09-14 15:21:39.148733
Average
No
Daily
House
2,396
1,166,728
51
Male
16,891
Married
3
PhD
Self-Employed
36.548712
Rural
Basic
null
12
554
3
2021-12-05 15:21:39.172097
Good
Yes
Daily
Apartment
2,044
1,166,729
37
Male
813
Married
4
Master's
Unemployed
17.964874
Suburban
Premium
1
9
675
1
2023-08-18 15:21:39.134960
Average
Yes
Monthly
House
2,656
1,166,730
28
Female
16,091
Married
3
PhD
Unemployed
33.835145
Rural
Comprehensive
null
7
null
4
2021-12-24 15:21:39.084065
Poor
No
Daily
House
733
1,166,731
55
Female
20,894
Married
2
Master's
Employed
25.67345
Suburban
Premium
3
2
573
7
2021-05-19 15:21:39.237118
Poor
Yes
Rarely
House
825
1,166,732
57
Male
13,962
Married
4
High School
null
42.638907
Urban
Basic
1
3
685
9
2023-03-13 15:21:39.237118
Average
No
Weekly
Condo
622
1,166,733
41
Male
15,987
Married
3
High School
Self-Employed
27.25183
Urban
Comprehensive
null
0
774
3
2022-07-22 15:21:39.230483
Average
No
Daily
Apartment
916
1,166,734
46
Male
55,737
Divorced
3
PhD
Self-Employed
24.7115
Urban
Basic
0
15
430
9
2019-10-15 15:21:39.287115
Average
Yes
Monthly
Apartment
543
1,166,735
40
Female
27,358
Divorced
0
Master's
null
34.163735
Urban
Comprehensive
0
0
438
9
2023-03-23 15:21:39.092127
Poor
Yes
Monthly
House
945
1,166,736
41
Male
1,350
Divorced
2
PhD
Unemployed
22.336534
Suburban
Comprehensive
null
14
434
8
2021-10-01 15:21:39.244069
Average
Yes
Monthly
House
1,358
1,166,737
54
Female
74,834
Married
0
High School
Self-Employed
12.251192
Urban
Premium
null
10
464
9
2021-09-06 15:21:39.222387
Average
No
Daily
Apartment
2,108
1,166,738
53
Male
2,042
Single
2
High School
null
null
Suburban
Premium
2
7
null
8
2022-10-18 15:21:39.226954
Poor
Yes
Monthly
Condo
1,453
1,166,739
22
Male
141,909
Divorced
0
Master's
Self-Employed
7.595027
Suburban
Comprehensive
0
8
373
9
2024-05-06 15:21:39.121169
null
Yes
Rarely
House
1,483
1,166,740
40
Male
12,082
Married
1
Bachelor's
Unemployed
16.958985
Rural
Basic
1
15
565
9
2020-03-11 15:21:39.170099
Poor
Yes
Rarely
House
605
1,166,741
56
Male
60,781
Single
3
High School
null
5.822651
Urban
Premium
0
10
376
4
2023-09-10 15:21:39.087123
Average
No
Rarely
Apartment
514
1,166,742
64
Female
41,372
Single
0
High School
Employed
12.954243
Suburban
Basic
null
7
683
2
2022-06-20 15:21:39.091080
Poor
Yes
Monthly
Apartment
101
1,166,743
36
Male
52,449
Single
0
High School
Self-Employed
51.845161
Rural
Premium
1
6
null
6
2023-07-15 15:21:39.096739
Poor
Yes
Daily
Apartment
635
1,166,744
52
Female
5,081
Single
4
Bachelor's
null
39.451026
Rural
Basic
null
8
819
3
2021-10-11 15:21:39.123711
Good
No
Rarely
Condo
2,088
1,166,745
50
Male
134,764
Divorced
2
High School
Self-Employed
37.859125
Suburban
Basic
0
6
657
2
2022-07-10 15:21:39.237118
Average
Yes
Monthly
Condo
111
1,166,746
23
Male
62,365
Divorced
4
Bachelor's
Unemployed
45.068803
Suburban
Comprehensive
1
1
743
5
2021-11-04 15:21:39.264504
Good
No
Weekly
House
112
1,166,747
35
Female
2,496
Married
3
Bachelor's
Self-Employed
null
Urban
Premium
2
9
518
1
2022-08-20 15:21:39.134960
Poor
No
Rarely
House
602
1,166,748
37
Female
18,297
Married
1
High School
Employed
8.859381
Urban
Basic
2
7
613
2
2023-01-28 15:21:39.282785
Average
No
Monthly
Condo
574
1,166,749
41
Female
71,925
Divorced
1
High School
Employed
12.605316
Rural
Comprehensive
0
12
566
8
2020-05-01 15:21:39.094752
Average
No
Rarely
House
364
1,166,750
52
Female
73,515
Single
2
Master's
Self-Employed
22.542306
Rural
Comprehensive
1
19
603
5
2023-05-09 15:21:39.230483
Good
No
Weekly
Condo
273
1,166,751
18
Male
19,293
Married
0
Master's
Self-Employed
22.933501
Urban
Premium
null
14
482
9
2024-02-12 15:21:39.155231
Average
No
Daily
Apartment
337
1,166,752
25
Male
35,786
Single
4
PhD
null
38.391084
Suburban
Comprehensive
1
17
658
4
2023-12-04 15:21:39.226954
Average
No
Rarely
Condo
2,445
1,166,753
56
Male
58,863
Divorced
4
Bachelor's
Employed
12.826485
Suburban
Premium
1
9
782
9
2024-03-18 15:21:39.237118
Average
No
Daily
Condo
373
1,166,754
35
Male
5,086
Single
1
Master's
Employed
6.791225
Suburban
Basic
2
6
704
6
2022-03-17 15:21:39.188220
Good
No
Weekly
Condo
1,415
1,166,755
61
Female
27,199
Single
4
High School
Employed
42.734267
Urban
Basic
2
0
493
3
2019-09-28 15:21:39.155231
Average
No
Daily
Condo
2,065
1,166,756
58
Male
47,921
Divorced
4
Master's
Unemployed
51.84559
Suburban
Premium
2
1
493
3
2021-10-08 15:21:39.134960
Poor
Yes
Daily
House
954
1,166,757
45
Female
45,771
Divorced
3
Master's
Unemployed
14.07681
Rural
Comprehensive
0
2
722
3
2021-08-10 15:21:39.209847
Poor
Yes
Weekly
House
2,054
1,166,758
64
Female
19,893
Single
1
PhD
null
28.058851
Urban
Basic
0
10
769
5
2022-11-08 15:21:39.092127
Average
No
Weekly
Condo
198
1,166,759
22
Male
6,928
Divorced
0
High School
Self-Employed
27.835271
Urban
Premium
1
0
752
8
2021-01-16 15:21:39.287115
Good
No
Weekly
Condo
2,081
1,166,760
28
Male
44,735
Divorced
0
High School
Unemployed
14.392016
Urban
Comprehensive
1
16
306
1
2022-11-03 15:21:39.237118
Good
No
Daily
Condo
815
1,166,761
63
Male
45,860
Married
0
High School
null
18.552143
Urban
Premium
null
11
458
8
2023-12-20 15:21:39.134960
Poor
No
Weekly
Condo
744
1,166,762
55
Male
32,036
Married
1
Bachelor's
Employed
49.59579
Rural
Comprehensive
1
18
554
6
2023-08-08 15:21:39.280784
Good
No
Weekly
Apartment
1,217
1,166,763
63
Male
40,777
Single
2
High School
null
17.739684
Urban
Comprehensive
null
4
671
1
2022-08-01 15:21:39.090124
Poor
Yes
Monthly
Condo
714
1,166,764
21
Female
8,983
Married
1
High School
Self-Employed
34.382815
Urban
Premium
1
11
571
5
2020-12-26 15:21:39.216387
Good
No
Daily
House
1,480
1,166,765
30
Male
1,605
Divorced
2
PhD
Self-Employed
15.964264
Rural
Comprehensive
null
19
548
7
2024-06-17 15:21:39.152732
null
Yes
Rarely
Condo
1,044
1,166,766
54
Female
28,215
Single
2
PhD
Employed
28.390601
Urban
Premium
null
3
690
4
2024-02-21 15:21:39.134960
Good
Yes
Rarely
Condo
2,795
1,166,767
62
Female
1,169
Divorced
3
Master's
Self-Employed
21.131915
Rural
Basic
null
7
508
1
2021-05-07 15:21:39.091080
Average
Yes
Daily
House
630
1,166,768
38
Female
38,430
Divorced
4
Master's
Unemployed
21.247526
Rural
Premium
0
13
531
3
2023-01-16 15:21:39.247098
null
Yes
Rarely
House
3,162
1,166,769
27
Female
1,398
Divorced
0
High School
Unemployed
22.955336
Rural
Comprehensive
0
16
null
9
2020-03-27 15:21:39.090124
Average
No
Daily
Condo
2,756
1,166,770
59
Male
11,703
Married
null
Master's
Unemployed
null
Urban
Premium
1
8
477
6
2021-03-19 15:21:39.254678
Poor
Yes
Daily
Apartment
567
1,166,771
59
Male
9,091
Divorced
3
High School
Employed
18.483556
Rural
Basic
1
2
null
4
2024-06-16 15:21:39.202448
null
No
Weekly
Apartment
483
1,166,772
31
Female
62,843
Divorced
1
Bachelor's
Self-Employed
null
Suburban
Comprehensive
1
9
682
8
2023-03-02 15:21:39.134960
Average
No
Weekly
Apartment
1,853
1,166,773
21
Male
38,963
Married
4
PhD
Unemployed
46.244912
Rural
Premium
1
7
797
4
2023-11-12 15:21:39.155231
Good
No
Weekly
Apartment
561
1,166,774
43
Male
null
Divorced
4
Bachelor's
Unemployed
31.7348
Rural
Premium
2
5
null
9
2022-04-03 15:21:39.106582
Good
Yes
Daily
House
230
1,166,775
18
Female
17,982
null
2
Bachelor's
Unemployed
null
Suburban
Premium
1
10
547
4
2020-03-05 15:21:39.104139
Good
Yes
Rarely
Apartment
3,033
1,166,776
32
Female
1,341
Single
1
Master's
Unemployed
38.764861
Urban
Premium
null
16
328
8
2020-10-02 15:21:39.237118
Good
Yes
Monthly
Apartment
1,586
1,166,777
42
Female
18,062
Divorced
2
PhD
Employed
18.979214
Rural
Comprehensive
null
1
null
9
2023-11-24 15:21:39.172097
Poor
Yes
Weekly
House
1,266
1,166,778
58
Female
3,246
Married
1
Bachelor's
Unemployed
null
Urban
Comprehensive
null
4
685
2
2022-08-23 15:21:39.111551
Poor
Yes
Weekly
House
1,516
1,166,779
44
Male
2,286
Married
2
High School
Unemployed
34.243335
Rural
Premium
0
6
332
1
2021-02-09 15:21:39.197445
Average
Yes
Rarely
Condo
1,773
1,166,780
54
Male
44,330
Single
0
PhD
Self-Employed
47.808886
Urban
Premium
null
5
629
7
2023-05-31 15:21:39.155231
Average
No
Weekly
House
1,358
1,166,781
54
Male
5,546
Married
1
PhD
Unemployed
46.152626
Urban
Basic
1
9
796
6
2021-06-11 15:21:39.144722
Average
Yes
Daily
Apartment
963
1,166,782
null
Female
17,227
Single
null
Bachelor's
Self-Employed
50.213543
Suburban
Basic
null
17
null
7
2020-10-09 15:21:39.254678
Good
No
Rarely
Apartment
783
1,166,783
41
Male
124,934
Divorced
0
PhD
null
25.929378
Urban
Comprehensive
null
2
381
2
2021-09-07 15:21:39.134960
Average
Yes
Rarely
House
566
1,166,784
20
Male
1,299
Single
0
Bachelor's
Unemployed
23.86956
Urban
Premium
null
10
471
7
2021-01-21 15:21:39.155231
Poor
No
Weekly
Apartment
724
1,166,785
43
Male
834
Divorced
1
Bachelor's
Employed
21.067002
Urban
Premium
1
19
459
9
2022-07-10 15:21:39.166062
Poor
Yes
Weekly
House
646
1,166,786
21
Male
14,540
Married
null
High School
Self-Employed
15.886761
Rural
Basic
null
3
509
6
2022-07-23 15:21:39.094752
Average
No
Rarely
Condo
917
1,166,787
45
Female
28,409
Married
null
PhD
Employed
22.937281
Suburban
Comprehensive
1
9
639
7
2023-08-14 15:21:39.166062
Average
Yes
Daily
Condo
556
1,166,788
62
Female
89,873
Married
4
Master's
null
7.964642
Suburban
Comprehensive
2
4
358
6
2019-11-09 15:21:39.118178
Average
Yes
Weekly
House
680
1,166,789
28
Female
25,800
Married
1
Bachelor's
null
24.539706
Rural
Comprehensive
1
15
398
9
2019-11-20 15:21:39.180553
Poor
Yes
Weekly
Apartment
1,643
1,166,790
23
Female
86,798
Married
null
High School
null
9.959391
Urban
Premium
0
16
null
9
2022-04-18 15:21:39.271453
Average
Yes
Rarely
Condo
176
1,166,791
45
Female
2,482
Divorced
2
Master's
null
44.663063
Rural
Comprehensive
null
6
337
5
2020-05-15 15:21:39.283783
Average
Yes
Weekly
Condo
2,782
1,166,792
30
Female
35,428
Married
0
High School
null
16.794629
Rural
Basic
0
10
null
1
2022-03-01 15:21:39.155231
Good
Yes
Weekly
Condo
928
1,166,793
55
Male
20,984
Single
2
High School
null
19.550104
Urban
Comprehensive
1
9
652
2
2022-11-30 15:21:39.213373
Good
No
Weekly
Apartment
884
1,166,794
38
Female
58,722
Divorced
2
Master's
Unemployed
41.078423
Suburban
Premium
1
16
333
6
2019-11-07 15:21:39.278402
Good
Yes
Daily
House
711
1,166,795
28
Male
15,696
Divorced
2
High School
Employed
30.181721
Rural
Comprehensive
0
18
509
7
2020-09-06 15:21:39.134960
Good
Yes
Weekly
Apartment
216
1,166,796
41
Female
30,789
Single
null
High School
Unemployed
18.164094
Urban
Premium
null
14
552
2
2022-05-28 15:21:39.230483
Average
Yes
Daily
House
597
1,166,797
46
Female
31,985
Single
2
PhD
Unemployed
8.859361
Suburban
Premium
2
8
351
7
2023-06-04 15:21:39.192212
Poor
No
Monthly
Apartment
3,144
1,166,798
52
Male
14,092
Married
1
Bachelor's
Unemployed
null
Urban
Premium
1
2
null
1
2023-01-21 15:21:39.093681
Average
No
Monthly
Apartment
740
1,166,799
28
Male
3,879
Single
3
Bachelor's
Self-Employed
29.924298
Rural
Basic
1
3
463
1
2023-03-04 15:21:39.131192
Poor
No
Monthly
Apartment
1,617