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
1,168,700
50
Male
85,711
Married
1
PhD
null
22.381342
Rural
Basic
0
8
303
5
2022-04-04 15:21:39.237118
Good
Yes
Weekly
House
753
1,168,701
58
Female
5,257
Married
1
PhD
Self-Employed
20.184631
Suburban
Comprehensive
null
1
688
9
2020-11-16 15:21:39.180553
Average
No
Rarely
House
639
1,168,702
61
Female
20,695
Single
2
Master's
Employed
41.088885
Suburban
Premium
2
2
628
6
2024-07-04 15:21:39.134960
Poor
Yes
Monthly
Condo
2,379
1,168,703
18
Male
46,220
Single
1
Master's
Self-Employed
23.646817
Rural
Comprehensive
2
3
734
2
2022-07-13 15:21:39.126661
Good
No
Weekly
Condo
20
1,168,704
63
Male
1,040
Married
null
Bachelor's
Employed
46.513749
Rural
Comprehensive
1
2
483
7
2021-09-24 15:21:39.155231
Good
No
Rarely
Apartment
504
1,168,705
52
Female
73,037
Divorced
0
Master's
Unemployed
41.491991
Rural
Comprehensive
3
8
580
5
2023-10-06 15:21:39.091080
Average
Yes
Weekly
House
3,011
1,168,706
42
Male
1,018
Married
3
Bachelor's
null
null
Suburban
Premium
0
7
746
6
2024-08-05 15:21:39.226954
Average
Yes
Weekly
Condo
742
1,168,707
24
Female
3,713
Married
1
Bachelor's
Unemployed
40.93955
Suburban
Premium
0
2
483
6
2022-12-24 15:21:39.155231
Good
No
Monthly
Condo
912
1,168,708
31
Female
37,881
Divorced
0
Master's
Unemployed
48.292829
Rural
Comprehensive
2
4
704
2
2024-03-03 15:21:39.144722
Good
No
Rarely
House
434
1,168,709
28
Female
6,959
Single
0
Bachelor's
Unemployed
29.927251
Rural
Premium
null
3
751
6
2023-07-17 15:21:39.165120
Poor
Yes
Monthly
House
736
1,168,710
39
Female
15,556
Married
0
Master's
Employed
22.392706
Rural
Comprehensive
1
6
774
4
2022-01-28 15:21:39.261856
Good
No
Weekly
Apartment
2,075
1,168,711
57
Male
37,332
Married
0
Bachelor's
null
11.315565
Rural
Premium
0
5
718
7
2020-10-31 15:21:39.281787
Average
Yes
Weekly
Condo
847
1,168,712
20
Female
25,791
Married
1
Bachelor's
Employed
25.753534
Suburban
Basic
0
10
null
8
2022-06-21 15:21:39.256696
null
Yes
Monthly
House
1,061
1,168,713
45
Male
70,827
Single
2
Bachelor's
Self-Employed
29.615681
Suburban
Basic
2
7
466
6
2024-03-16 15:21:39.176717
null
Yes
Daily
Condo
2,349
1,168,714
63
Male
1,616
Married
4
Bachelor's
null
25.443385
Suburban
Premium
null
15
516
7
2024-05-17 15:21:39.093681
null
Yes
Daily
Apartment
973
1,168,715
23
Male
45,970
Divorced
2
Master's
Unemployed
21.651259
Rural
Premium
null
10
642
1
2022-07-26 15:21:39.194829
Poor
Yes
Daily
Apartment
821
1,168,716
50
Male
35,360
Single
0
Bachelor's
Unemployed
4.939168
Suburban
Basic
null
6
755
2
2022-04-25 15:21:39.096739
Good
No
Rarely
Apartment
643
1,168,717
55
Male
23,264
Married
3
High School
Self-Employed
49.994144
Rural
Comprehensive
1
4
722
8
2022-04-01 15:21:39.155231
Good
Yes
Rarely
House
2,106
1,168,718
54
Female
80,439
Married
4
PhD
null
42.928135
Suburban
Premium
2
3
743
2
2019-10-16 15:21:39.125660
Poor
Yes
Rarely
Apartment
2,522
1,168,719
34
Male
84,764
Married
3
PhD
Unemployed
44.824696
Urban
Comprehensive
1
13
434
9
2021-10-27 15:21:39.233998
Good
Yes
Rarely
House
1,449
1,168,720
null
Male
39,240
Divorced
3
Bachelor's
Self-Employed
22.278977
Urban
Basic
2
13
589
3
2022-08-22 15:21:39.146733
Good
No
Rarely
Apartment
1,076
1,168,721
36
Male
47,940
Single
4
Master's
null
28.182958
Suburban
Comprehensive
null
1
381
2
2024-06-15 15:21:39.231531
Poor
No
Daily
Apartment
813
1,168,722
61
Female
45,308
Single
2
Bachelor's
null
null
Urban
Comprehensive
2
12
731
8
2019-11-12 15:21:39.151732
Poor
Yes
Daily
Condo
1,572
1,168,723
29
Female
20,783
Divorced
4
Bachelor's
Self-Employed
38.827667
Urban
Premium
null
2
661
2
2022-04-14 15:21:39.274993
Good
Yes
Monthly
Apartment
1,803
1,168,724
36
Male
18,054
Single
4
PhD
Employed
24.922654
Rural
Basic
0
6
764
1
2021-05-01 15:21:39.134960
Poor
Yes
Monthly
House
2,373
1,168,725
42
Male
87,092
Divorced
3
PhD
Employed
20.786678
Suburban
Basic
1
17
544
7
2021-05-08 15:21:39.111551
Poor
Yes
Weekly
Apartment
130
1,168,726
40
Female
14,836
Divorced
3
Master's
null
22.644797
Urban
Comprehensive
0
19
302
3
2024-02-04 15:21:39.121169
Good
No
Weekly
Apartment
1,088
1,168,727
19
Male
24,159
Married
3
High School
Unemployed
33.826955
Suburban
Comprehensive
null
11
469
9
2019-09-18 15:21:39.254678
Poor
Yes
Weekly
House
828
1,168,728
39
Male
5,660
Divorced
2
Master's
null
35.569397
Urban
Comprehensive
null
17
779
2
2020-07-07 15:21:39.173834
Average
Yes
Daily
House
4,960
1,168,729
44
Male
77,985
Married
3
High School
null
null
Urban
Basic
0
9
null
8
2022-05-12 15:21:39.116179
null
Yes
Daily
Condo
447
1,168,730
61
Male
36,020
Divorced
null
Bachelor's
null
17.053582
Suburban
Comprehensive
null
4
581
1
2021-03-24 15:21:39.237118
Poor
No
Weekly
Apartment
731
1,168,731
43
Female
29,585
Divorced
1
Master's
Unemployed
4.241435
Urban
Comprehensive
null
4
662
3
2023-06-08 15:21:39.122134
Average
Yes
Rarely
Apartment
2,122
1,168,732
38
Male
6,521
Single
2
PhD
null
20.180213
Suburban
Premium
4
0
514
8
2019-12-03 15:21:39.214388
Poor
No
Rarely
Apartment
507
1,168,733
61
Female
5,369
Married
4
Master's
null
30.737223
Rural
Comprehensive
0
2
625
5
2021-09-22 15:21:39.093681
Average
No
Rarely
Apartment
315
1,168,734
26
Male
1,535
Married
0
Bachelor's
Self-Employed
18.601715
Rural
Comprehensive
0
8
383
5
2024-07-23 15:21:39.194829
Poor
No
Monthly
Apartment
243
1,168,735
39
Male
3,998
Single
2
High School
Self-Employed
17.990571
Suburban
Comprehensive
0
17
704
1
2020-06-04 15:21:39.095696
Poor
No
Weekly
Apartment
33
1,168,736
26
Male
12,620
Single
3
Master's
Employed
20.419755
Rural
Comprehensive
3
3
729
6
2024-02-07 15:21:39.183598
Poor
Yes
Monthly
Apartment
250
1,168,737
52
Female
93,328
Married
4
High School
Self-Employed
null
Rural
Premium
1
9
479
2
2023-09-08 15:21:39.155231
Good
Yes
Rarely
House
513
1,168,738
50
Female
3,177
Divorced
3
High School
null
51.165731
Suburban
Basic
1
11
null
8
2023-11-28 15:21:39.151732
Average
No
Rarely
House
1,042
1,168,739
26
Male
14,984
Divorced
3
Master's
Unemployed
42.053068
Suburban
Basic
0
11
null
6
2023-05-14 15:21:39.134960
Good
No
Monthly
Condo
1,032
1,168,740
54
Female
3,344
Single
3
High School
Self-Employed
33.078933
Suburban
Premium
2
3
775
4
2019-09-12 15:21:39.221386
Good
Yes
Daily
Condo
663
1,168,741
55
Male
23,164
Divorced
1
Master's
null
31.72953
Suburban
Premium
1
19
652
6
2022-04-16 15:21:39.274993
Good
Yes
Weekly
Condo
2,176
1,168,742
23
Male
2,637
Single
3
High School
Self-Employed
10.793978
Urban
Basic
2
1
657
7
2023-02-21 15:21:39.223390
Good
No
Rarely
Apartment
488
1,168,743
39
Female
2,365
Married
1
Master's
Unemployed
null
Rural
Premium
1
15
685
9
2022-07-17 15:21:39.133866
null
No
Daily
Condo
382
1,168,744
56
Male
129,827
Divorced
3
PhD
Employed
15.906172
Suburban
Comprehensive
null
19
557
2
2022-12-01 15:21:39.155231
Average
No
Daily
House
362
1,168,745
33
Male
67,728
Divorced
4
Master's
Unemployed
40.694829
Rural
Premium
3
2
467
1
2020-03-02 15:21:39.228521
Poor
No
Daily
Condo
1,766
1,168,746
50
Male
678
Married
3
Master's
null
24.993521
Rural
Comprehensive
null
6
403
4
2022-08-25 15:21:39.180553
Good
Yes
Daily
Condo
874
1,168,747
21
Female
24,997
Divorced
0
High School
Employed
43.076776
Urban
Basic
null
5
572
1
2024-05-24 15:21:39.265513
Poor
No
Weekly
Apartment
1,422
1,168,748
60
Female
17,982
Married
4
Master's
Employed
29.927506
Suburban
Basic
1
14
538
9
2024-02-12 15:21:39.192212
Good
No
Weekly
Condo
2,859
1,168,749
54
Male
86,219
Single
4
High School
Self-Employed
17.325517
Suburban
Comprehensive
null
17
433
6
2024-03-19 15:21:39.119168
Poor
No
Monthly
Condo
433
1,168,750
58
Male
17,350
Single
3
PhD
Unemployed
20.559025
Suburban
Basic
1
17
662
8
2022-01-05 15:21:39.226954
Average
Yes
Weekly
House
744
1,168,751
55
Male
39,731
Married
2
PhD
Unemployed
41.534993
Urban
Basic
null
15
651
4
2021-02-23 15:21:39.205850
null
No
Daily
Condo
26
1,168,752
50
Female
2,941
Divorced
3
Master's
Employed
45.693616
Rural
Premium
0
15
328
6
2023-06-11 15:21:39.271453
null
No
Daily
Condo
1,368
1,168,753
28
Female
38,963
Married
0
High School
null
6.134556
Rural
Premium
null
13
803
3
2021-11-07 15:21:39.105504
Good
No
Daily
Apartment
2,058
1,168,754
20
Male
3,308
Single
4
Master's
null
26.933707
Urban
Basic
3
14
826
2
2022-04-13 15:21:39.080440
Poor
No
Daily
Condo
627
1,168,755
55
Female
28,603
Divorced
4
Master's
null
41.936696
Rural
Premium
0
2
632
8
2023-10-17 15:21:39.207847
Poor
No
Daily
House
687
1,168,756
26
Male
43,777
Single
1
High School
Employed
null
Suburban
Basic
null
16
478
2
2023-06-14 15:21:39.155231
Average
Yes
Monthly
Apartment
2,289
1,168,757
22
Male
null
Single
4
PhD
null
20.828171
Suburban
Basic
2
16
314
5
2023-08-01 15:21:39.172097
Average
Yes
Monthly
Apartment
1,071
1,168,758
31
Male
37,677
Single
0
PhD
Self-Employed
25.308318
Suburban
Basic
null
7
null
6
2021-07-14 15:21:39.285112
Average
No
Rarely
Apartment
676
1,168,759
29
Male
2,561
Married
1
PhD
Unemployed
3.80197
Rural
Basic
null
14
564
3
2021-12-28 15:21:39.260856
Good
No
Monthly
Apartment
35
1,168,760
33
Male
1,227
Married
2
High School
Employed
45.868267
Rural
Basic
2
19
519
6
2020-04-06 15:21:39.175719
Good
Yes
Weekly
Apartment
3,244
1,168,761
52
Male
132,838
Married
0
High School
null
13.728467
Rural
Basic
2
11
422
7
2022-07-18 15:21:39.097737
Average
Yes
Daily
House
1,526
1,168,762
57
Male
21,916
Married
2
PhD
null
46.626826
Suburban
Premium
0
16
372
1
2023-07-20 15:21:39.180553
Average
Yes
Rarely
House
27
1,168,763
24
Male
71,911
Married
4
Master's
null
34.089346
Urban
Comprehensive
1
4
442
9
2021-01-01 15:21:39.121169
Average
No
Daily
Apartment
386
1,168,764
39
Female
106,978
Married
0
Bachelor's
null
37.979125
Urban
Premium
2
17
617
4
2022-11-20 15:21:39.134960
Average
No
Daily
Condo
1,854
1,168,765
60
Female
2,470
Divorced
0
Master's
Employed
36.771602
Suburban
Comprehensive
4
18
null
8
2023-08-11 15:21:39.117183
Good
Yes
Weekly
Condo
519
1,168,766
34
Male
7,551
Divorced
null
Bachelor's
null
37.738287
Urban
Premium
null
18
762
5
2024-03-20 15:21:39.086123
Poor
No
Weekly
Apartment
387
1,168,767
43
Male
119
Single
1
PhD
Employed
11.923998
Urban
Basic
0
2
461
8
2021-04-04 15:21:39.247098
Good
Yes
Daily
Apartment
713
1,168,768
49
Male
77,511
Married
0
High School
null
22.493488
Suburban
Basic
0
0
426
6
2024-05-25 15:21:39.281787
Good
No
Rarely
House
961
1,168,769
24
Male
null
Single
0
High School
null
14.847389
Suburban
Premium
1
10
392
2
2024-04-25 15:21:39.288099
Average
Yes
Rarely
House
616
1,168,770
51
Female
38,662
Divorced
2
PhD
Unemployed
null
Suburban
Premium
2
11
584
3
2024-01-27 15:21:39.130190
Good
Yes
Rarely
Condo
831
1,168,771
23
Female
44,905
Divorced
4
Bachelor's
Employed
22.506715
Suburban
Comprehensive
0
16
null
9
2023-10-29 15:21:39.205850
Average
Yes
Daily
Apartment
3,379
1,168,772
21
Male
63,556
Divorced
null
Bachelor's
null
10.075094
Rural
Comprehensive
null
12
387
5
2023-12-03 15:21:39.177724
Poor
Yes
Weekly
House
622
1,168,773
56
Male
10,153
Divorced
3
Master's
Unemployed
22.317849
Suburban
Premium
null
0
656
1
2022-12-10 15:21:39.192212
Good
No
Monthly
Apartment
293
1,168,774
48
Female
39,810
Single
null
PhD
Employed
39.415001
Rural
Comprehensive
2
4
300
1
2020-07-16 15:21:39.185215
Poor
Yes
Rarely
House
491
1,168,775
28
Female
null
Single
null
PhD
Employed
43.014555
Suburban
Basic
3
8
699
9
2022-04-06 15:21:39.237118
Poor
Yes
Weekly
House
3,107
1,168,776
40
Female
27,861
Divorced
4
High School
Self-Employed
22.848131
Urban
Basic
1
19
478
6
2023-05-30 15:21:39.147735
Good
No
Weekly
Condo
1,130
1,168,777
54
Male
85,009
Married
null
Bachelor's
Employed
43.725867
Suburban
Premium
1
1
754
8
2021-08-04 15:21:39.172097
Poor
Yes
Daily
House
305
1,168,778
56
Female
27,696
Divorced
null
High School
null
42.089827
Suburban
Basic
null
18
775
7
2019-10-27 15:21:39.155231
Good
No
Rarely
House
1,107
1,168,779
53
Male
3,713
Divorced
3
Master's
Self-Employed
30.293344
Suburban
Basic
null
8
401
7
2021-10-30 15:21:39.254678
Good
No
Monthly
House
2,995
1,168,780
61
Female
10,981
Single
3
PhD
Unemployed
40.959603
Rural
Premium
1
18
590
3
2021-06-24 15:21:39.155231
Good
No
Rarely
House
24
1,168,781
27
Male
null
Married
0
High School
Employed
5.354037
Suburban
Comprehensive
0
12
302
6
2023-08-17 15:21:39.185215
Average
Yes
Monthly
Condo
804
1,168,782
58
Male
18,785
Single
1
PhD
Employed
37.834102
Urban
Comprehensive
2
8
349
2
2024-04-21 15:21:39.268507
Good
No
Rarely
House
882
1,168,783
57
Female
4,618
Single
3
Bachelor's
null
51.67241
Urban
Basic
3
4
630
4
2023-05-12 15:21:39.235012
Good
No
Daily
Apartment
834
1,168,784
25
Female
16,775
Married
2
High School
null
16.182965
Urban
Premium
null
15
420
3
2023-03-16 15:21:39.191219
Poor
No
Daily
Apartment
3,649
1,168,785
22
Male
16,155
null
4
PhD
Self-Employed
40.269578
Suburban
Premium
null
13
834
2
2024-05-31 15:21:39.192212
Good
No
Monthly
Condo
438
1,168,786
53
Female
6,988
Married
1
Bachelor's
Employed
10.838942
Rural
Basic
1
11
454
5
2024-06-18 15:21:39.147735
Poor
Yes
Rarely
Apartment
561
1,168,787
31
Male
32,156
Single
4
High School
Unemployed
8.565881
Urban
Premium
1
19
397
8
2021-10-13 15:21:39.115178
Good
Yes
Daily
House
456
1,168,788
51
Female
5,837
Divorced
0
Master's
Employed
48.248902
Urban
Premium
2
15
null
4
2021-06-04 15:21:39.290098
Good
No
Weekly
Apartment
493
1,168,789
49
Female
76,654
Single
3
High School
Self-Employed
40.459526
Suburban
Comprehensive
2
0
790
7
2022-03-23 15:21:39.107553
Average
Yes
Weekly
House
1,855
1,168,790
18
Male
2,833
Married
2
Master's
Self-Employed
23.769132
Urban
Basic
0
1
542
1
2021-07-14 15:21:39.134960
Poor
Yes
Weekly
Condo
22
1,168,791
63
Male
61,729
Married
null
Bachelor's
Employed
17.286665
Rural
Basic
2
2
508
3
2020-09-01 15:21:39.253660
Poor
Yes
Monthly
Condo
291
1,168,792
39
Male
16,094
Married
0
PhD
Unemployed
39.943241
Rural
Comprehensive
1
12
541
4
2020-09-18 15:21:39.155231
Poor
Yes
Rarely
Apartment
549
1,168,793
58
Male
5,518
Married
null
Bachelor's
Self-Employed
8.446751
Urban
Comprehensive
0
10
null
4
2024-04-08 15:21:39.119168
Poor
No
Monthly
Apartment
2,120
1,168,794
41
Female
2,824
Divorced
1
Master's
Unemployed
16.549524
Rural
Basic
null
5
null
7
2021-01-08 15:21:39.224915
Average
No
Monthly
Apartment
26
1,168,795
44
Female
27,039
Single
3
PhD
null
25.881427
Urban
Comprehensive
null
9
751
9
2022-05-26 15:21:39.134960
Good
Yes
Rarely
Condo
1,555
1,168,796
46
Female
1,705
Divorced
4
PhD
null
32.814158
Rural
Basic
0
4
335
6
2021-04-13 15:21:39.175719
Good
Yes
Daily
Apartment
527
1,168,797
63
Female
72,071
Married
1
High School
Self-Employed
32.858191
Urban
Basic
1
1
582
7
2024-04-02 15:21:39.118178
Poor
No
Daily
Condo
122
1,168,798
41
Female
2,344
Divorced
1
Master's
Self-Employed
51.744102
Suburban
Comprehensive
1
0
null
6
2023-11-02 15:21:39.082499
Average
Yes
Rarely
House
1,345
1,168,799
27
Male
9,058
Married
0
PhD
null
37.769724
Rural
Basic
null
17
686
8
2019-11-17 15:21:39.282785
Poor
Yes
Rarely
House
441