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
1,167,600
59
Female
81,737
Divorced
1
PhD
null
11.844189
Rural
Premium
2
6
582
1
2023-09-03 15:21:39.219432
Average
No
Rarely
Condo
2,493
1,167,601
37
Female
5,940
Married
2
High School
Self-Employed
50.187856
Rural
Comprehensive
0
4
553
6
2019-10-03 15:21:39.155231
Good
No
Rarely
House
1,039
1,167,602
49
Female
38,366
Married
3
Bachelor's
Employed
22.878268
Urban
Basic
1
3
734
1
2021-05-08 15:21:39.096739
Average
Yes
Daily
House
728
1,167,603
60
Female
45,628
Single
1
PhD
null
35.935973
Urban
Comprehensive
1
1
459
5
2022-01-03 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,453
1,167,604
23
Male
18,959
Divorced
4
Master's
Self-Employed
32.827393
Rural
Comprehensive
0
8
465
1
2020-11-13 15:21:39.095696
Average
No
Daily
Apartment
117
1,167,605
60
Male
35,424
Divorced
0
Bachelor's
null
8.184569
Rural
Comprehensive
null
15
null
7
2021-02-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
867
1,167,606
32
Male
2,894
Single
1
PhD
null
39.174855
Urban
Premium
0
17
779
7
2021-04-10 15:21:39.208842
Poor
Yes
Daily
Apartment
98
1,167,607
34
Male
23,018
Single
3
Master's
null
41.091499
Rural
Basic
null
14
819
7
2023-12-01 15:21:39.155231
null
No
Daily
Apartment
2,102
1,167,608
64
Male
10,108
Married
0
High School
null
5.149768
Rural
Comprehensive
null
5
690
1
2022-06-03 15:21:39.129190
null
No
Weekly
Condo
2,267
1,167,609
26
Female
19,522
Divorced
null
Master's
null
7.362072
Suburban
Comprehensive
null
17
690
3
2019-12-11 15:21:39.125660
Poor
Yes
Daily
Condo
357
1,167,610
29
Female
53,399
Married
0
PhD
Employed
38.610634
Suburban
Basic
null
2
706
6
2021-02-07 15:21:39.173834
null
Yes
Weekly
Condo
2,562
1,167,611
36
Female
3,418
Married
3
High School
Unemployed
13.883419
Urban
Basic
null
10
511
3
2020-09-21 15:21:39.237118
Good
Yes
Monthly
House
1,834
1,167,612
53
Male
26,694
Divorced
4
High School
Unemployed
28.180773
Suburban
Premium
1
18
664
7
2024-03-18 15:21:39.166062
Poor
Yes
Daily
House
3,381
1,167,613
62
Female
300
Married
null
Master's
null
25.991877
Suburban
Premium
null
10
633
3
2022-11-16 15:21:39.209847
Good
No
Weekly
House
358
1,167,614
56
Male
41,601
Single
2
High School
Self-Employed
15.091924
Rural
Basic
null
7
753
1
2020-12-15 15:21:39.202448
Average
No
Weekly
Condo
1,811
1,167,615
43
Male
80,616
Divorced
null
PhD
Unemployed
26.844012
Suburban
Basic
0
6
395
7
2021-11-05 15:21:39.100695
Poor
No
Weekly
House
1,194
1,167,616
49
Female
50,352
Divorced
2
Bachelor's
Self-Employed
39.740514
Rural
Premium
null
0
642
6
2024-03-11 15:21:39.172097
Poor
No
Daily
House
123
1,167,617
37
Female
5,824
Single
1
Master's
Employed
12.569707
Rural
Premium
null
2
749
6
2023-06-18 15:21:39.254678
Poor
No
Daily
Condo
827
1,167,618
54
Male
91,452
Single
3
Master's
null
49.010782
Rural
Basic
2
6
436
7
2020-11-22 15:21:39.181605
Poor
Yes
Monthly
House
3,279
1,167,619
26
Male
12,193
Divorced
3
Bachelor's
Employed
17.234888
Rural
Comprehensive
1
0
581
5
2022-08-19 15:21:39.146733
Good
Yes
Rarely
Condo
2,327
1,167,620
47
Female
7,981
Single
1
PhD
Unemployed
43.964951
Rural
Basic
0
7
784
1
2022-10-16 15:21:39.219432
Poor
Yes
Daily
Condo
964
1,167,621
57
Male
18,590
Single
3
PhD
null
32.038235
Suburban
Basic
1
16
617
1
2022-12-30 15:21:39.155231
Poor
Yes
Rarely
Condo
611
1,167,622
25
Female
6,051
Divorced
0
High School
null
8.634882
Suburban
Basic
1
17
725
1
2024-06-15 15:21:39.247098
Average
Yes
Rarely
Apartment
711
1,167,623
54
Female
25,894
Single
2
High School
Unemployed
22.671211
Urban
Basic
1
6
434
4
2022-09-24 15:21:39.252145
Poor
No
Rarely
House
622
1,167,624
21
Male
96,967
Single
3
Master's
Unemployed
30.835257
Suburban
Comprehensive
2
17
784
4
2023-09-24 15:21:39.097737
Average
No
Daily
House
382
1,167,625
20
Female
45,902
Single
1
High School
Employed
17.82619
Urban
Comprehensive
1
12
813
8
2022-09-09 15:21:39.172097
Average
Yes
Weekly
Apartment
837
1,167,626
64
Female
17,109
Divorced
0
PhD
null
4.869276
Suburban
Basic
null
10
462
3
2023-05-08 15:21:39.134960
Poor
Yes
Rarely
House
1,225
1,167,627
57
Female
44,159
Divorced
2
Bachelor's
null
null
Suburban
Basic
null
7
827
7
2023-12-07 15:21:39.202448
Good
Yes
Weekly
Condo
1,420
1,167,628
22
Male
3,173
Married
3
Master's
Self-Employed
15.918856
Rural
Premium
null
5
621
4
2021-08-01 15:21:39.281787
null
No
Daily
House
843
1,167,629
63
Female
11,577
Divorced
4
Bachelor's
Self-Employed
19.007583
Rural
Basic
null
13
687
3
2022-01-04 15:21:39.152732
Good
Yes
Rarely
House
858
1,167,630
48
Male
44,984
Single
0
High School
Self-Employed
16.944318
Rural
Premium
null
12
732
4
2021-09-18 15:21:39.134960
Average
No
Daily
Apartment
1,085
1,167,631
64
Female
4,766
Divorced
1
Bachelor's
Employed
19.008854
Suburban
Premium
2
10
487
1
2019-11-20 15:21:39.250151
Poor
No
Daily
Condo
1,777
1,167,632
49
Male
49,552
Single
2
High School
Self-Employed
28.634889
Suburban
Comprehensive
2
11
null
7
2023-03-24 15:21:39.250151
Poor
Yes
Rarely
Condo
3,284
1,167,633
60
Female
17,561
Married
2
PhD
null
21.17995
Suburban
Comprehensive
null
9
null
2
2021-09-20 15:21:39.251142
Good
Yes
Weekly
Condo
772
1,167,634
31
Male
28,208
Divorced
3
PhD
null
24.453546
Rural
Premium
0
4
657
1
2020-04-18 15:21:39.155231
Poor
Yes
Weekly
House
2,611
1,167,635
42
Female
6,931
Divorced
null
Master's
Unemployed
17.613565
Suburban
Comprehensive
1
5
803
4
2020-02-18 15:21:39.237118
Poor
Yes
Monthly
Condo
29
1,167,636
20
Male
3,904
Single
0
High School
Employed
null
Rural
Comprehensive
1
19
612
4
2020-03-07 15:21:39.259788
Good
No
Daily
Apartment
471
1,167,637
29
Male
132,389
Divorced
null
Bachelor's
Employed
40.381719
Suburban
Premium
2
16
772
7
2022-07-06 15:21:39.155231
Average
No
Monthly
Apartment
2,226
1,167,638
52
Female
4,095
Divorced
2
Bachelor's
Employed
16.133812
Suburban
Comprehensive
3
1
null
6
2021-12-20 15:21:39.130190
Average
Yes
Monthly
House
299
1,167,639
28
Male
30,221
Divorced
2
Master's
Unemployed
11.735721
Urban
Basic
null
8
567
6
2022-03-02 15:21:39.151732
Average
Yes
Rarely
House
886
1,167,640
24
Male
15,774
Single
2
High School
Self-Employed
null
Rural
Comprehensive
0
7
null
1
2023-01-04 15:21:39.082499
Good
No
Daily
House
1,608
1,167,641
60
Female
16,891
Divorced
3
Master's
null
41.442082
Urban
Premium
1
16
null
3
2022-09-24 15:21:39.152732
Good
No
Weekly
Condo
483
1,167,642
44
Female
72,875
Divorced
4
Bachelor's
null
20.099202
Rural
Basic
2
17
783
1
2021-06-23 15:21:39.097737
Poor
Yes
Daily
Apartment
2,104
1,167,643
55
Female
26,139
Married
1
Master's
null
14.633872
Urban
Premium
2
14
477
1
2022-07-22 15:21:39.092127
Average
Yes
Rarely
Apartment
1,172
1,167,644
52
Male
30,668
Divorced
0
Bachelor's
Self-Employed
19.826187
Rural
Comprehensive
null
13
null
3
2021-04-06 15:21:39.134960
Good
No
Rarely
House
548
1,167,645
24
Male
18,313
Single
2
High School
Employed
25.484038
Suburban
Basic
null
17
591
3
2022-04-29 15:21:39.204790
Good
No
Weekly
Apartment
431
1,167,646
59
Female
6,976
Married
2
Master's
Unemployed
27.505577
Urban
Premium
null
3
462
2
2020-03-19 15:21:39.285112
Poor
No
Monthly
Condo
1,081
1,167,647
60
Female
1,012
Single
4
Bachelor's
Unemployed
16.73701
Rural
Premium
0
0
462
8
2022-01-23 15:21:39.211806
null
Yes
Monthly
House
470
1,167,648
43
Male
17,001
Divorced
2
PhD
Unemployed
42.80243
Urban
Comprehensive
1
16
712
7
2021-06-16 15:21:39.155231
Poor
Yes
Monthly
House
1,236
1,167,649
21
Male
32,943
Divorced
1
Master's
Self-Employed
17.734459
Urban
Comprehensive
1
3
502
1
2020-04-01 15:21:39.155231
Poor
Yes
Daily
Condo
2,353
1,167,650
22
Male
1,885
Single
1
Bachelor's
Unemployed
13.34107
Suburban
Basic
2
8
null
6
2019-11-19 15:21:39.134960
Good
Yes
Rarely
Condo
1,263
1,167,651
52
Female
16,053
Divorced
3
Master's
null
21.61153
Rural
Premium
null
7
319
3
2023-07-15 15:21:39.226954
Poor
Yes
Monthly
Condo
1,240
1,167,652
58
Male
18,958
Single
4
High School
null
33.907169
Rural
Basic
2
1
757
3
2021-01-24 15:21:39.149731
Good
No
Rarely
Apartment
564
1,167,653
49
Female
59,976
Single
4
High School
Unemployed
18.735677
Urban
Basic
0
1
505
7
2023-09-13 15:21:39.283783
Poor
No
Weekly
House
248
1,167,654
35
Male
30,132
Single
4
Bachelor's
null
3.241764
Rural
Premium
null
11
656
3
2021-10-22 15:21:39.192212
Good
No
Rarely
Condo
578
1,167,655
29
Male
46,439
Divorced
3
Bachelor's
null
18.066681
Suburban
Basic
null
3
417
4
2020-03-13 15:21:39.155231
null
No
Monthly
Apartment
537
1,167,656
32
Female
1,187
Married
3
PhD
null
19.255976
Suburban
Basic
2
14
504
1
2023-12-30 15:21:39.107553
Poor
Yes
Daily
Condo
1,405
1,167,657
63
Female
18,757
Divorced
0
High School
Self-Employed
14.908438
Suburban
Premium
null
6
647
7
2021-02-06 15:21:39.134960
Average
Yes
Daily
House
515
1,167,658
49
Female
58,036
Single
2
High School
Self-Employed
11.838689
Rural
Basic
3
4
691
7
2022-02-24 15:21:39.134960
Poor
Yes
Rarely
Condo
101
1,167,659
34
Female
43,840
Single
4
Bachelor's
Employed
9.293069
Rural
Comprehensive
0
8
743
7
2021-08-18 15:21:39.237118
Good
Yes
Monthly
House
1,203
1,167,660
55
Male
1,017
Single
3
High School
Self-Employed
13.704478
Urban
Premium
1
0
765
6
2023-12-12 15:21:39.155231
null
Yes
Rarely
Apartment
1,236
1,167,661
30
Male
30,211
Married
1
High School
Employed
29.923014
Rural
Basic
1
18
675
6
2020-07-12 15:21:39.183598
Poor
No
Daily
Condo
556
1,167,662
39
Male
63,399
Divorced
3
Master's
Self-Employed
51.965136
Urban
Premium
2
10
707
5
2023-03-25 15:21:39.134960
Average
No
Daily
Condo
1,030
1,167,663
36
Female
24,140
Divorced
0
Bachelor's
null
16.163301
Urban
Basic
2
9
null
1
2022-09-05 15:21:39.113566
null
No
Weekly
Condo
477
1,167,664
43
Male
105,363
Married
1
Master's
Employed
11.123545
Suburban
Comprehensive
null
8
338
7
2023-09-04 15:21:39.221386
Poor
No
Rarely
Apartment
103
1,167,665
48
Male
9,072
Married
2
Master's
Self-Employed
10.928288
Rural
Basic
1
4
709
4
2023-11-02 15:21:39.155231
Poor
No
Weekly
House
2,084
1,167,666
41
Male
20,997
Single
2
High School
Employed
35.473585
Rural
Basic
null
4
678
3
2020-06-22 15:21:39.237118
Average
No
Monthly
Condo
1,696
1,167,667
47
Male
null
Divorced
0
Master's
Unemployed
51.167935
Rural
Premium
1
17
692
3
2020-07-09 15:21:39.187211
Poor
No
Monthly
Condo
925
1,167,668
52
Female
38,325
Single
1
PhD
Unemployed
7.149956
Rural
Premium
0
2
485
9
2024-04-16 15:21:39.173834
Average
Yes
Rarely
House
751
1,167,669
21
Female
9,073
Divorced
3
Bachelor's
Employed
22.358817
Suburban
Basic
2
4
834
8
2021-04-29 15:21:39.130190
Poor
No
Daily
Apartment
1,755
1,167,670
20
Male
2,598
Single
0
PhD
null
38.14359
Urban
Comprehensive
2
13
662
6
2020-09-23 15:21:39.237118
Good
No
Rarely
Apartment
669
1,167,671
60
Male
2,536
Divorced
2
PhD
Employed
26.616947
Urban
Comprehensive
2
19
546
9
2020-05-03 15:21:39.155231
Poor
No
Weekly
House
880
1,167,672
59
Male
127,187
Single
0
Bachelor's
Unemployed
27.294549
Rural
Premium
0
0
548
2
2020-07-16 15:21:39.155231
Poor
Yes
Weekly
Apartment
105
1,167,673
20
Female
38,573
Single
4
Master's
Self-Employed
37.569573
Suburban
Comprehensive
null
19
520
8
2021-05-07 15:21:39.097737
Poor
Yes
Daily
Condo
1,176
1,167,674
50
Male
7,747
Married
0
Bachelor's
Unemployed
9.172003
Rural
Premium
0
0
705
5
2021-02-21 15:21:39.122134
Good
Yes
Daily
Condo
774
1,167,675
61
Male
8,062
Married
2
Bachelor's
Employed
9.079472
Rural
Premium
1
0
743
3
2022-05-13 15:21:39.134960
Good
No
Weekly
Condo
476
1,167,676
53
Male
null
Single
4
PhD
null
47.827489
Suburban
Premium
2
15
310
7
2019-12-04 15:21:39.134960
Poor
No
Rarely
Apartment
586
1,167,677
37
Male
64,452
Divorced
4
Master's
null
25.581871
Suburban
Basic
null
19
434
3
2023-09-27 15:21:39.086123
Poor
Yes
Daily
House
320
1,167,678
29
Female
33,221
null
4
PhD
null
9.997518
Urban
Premium
null
2
null
1
2022-06-20 15:21:39.134960
Good
Yes
Daily
Condo
1,653
1,167,679
46
Female
976
Divorced
3
PhD
Employed
26.778886
Urban
Basic
0
9
537
9
2019-12-15 15:21:39.150730
Good
Yes
Daily
Apartment
27
1,167,680
34
Female
28,332
Married
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
3
418
6
2024-04-27 15:21:39.155231
Average
Yes
Monthly
Condo
651
1,167,681
33
Male
5,910
Divorced
null
Bachelor's
null
31.624291
Suburban
Premium
null
17
null
3
2024-01-16 15:21:39.134960
Poor
Yes
Weekly
Condo
1,546
1,167,682
null
Female
84,592
Single
3
Bachelor's
null
10.926893
Urban
Comprehensive
null
17
367
9
2021-04-25 15:21:39.155231
Poor
Yes
Monthly
Condo
567
1,167,683
58
Male
14,094
Divorced
0
PhD
null
22.636585
Rural
Basic
2
19
776
3
2023-05-31 15:21:39.125660
Good
Yes
Weekly
House
1,347
1,167,684
61
Male
1,227
Divorced
3
Bachelor's
null
32.373346
Suburban
Premium
3
16
847
5
2023-12-18 15:21:39.134960
Poor
Yes
Weekly
House
1,387
1,167,685
23
Female
43,750
Divorced
0
Bachelor's
Self-Employed
12.98845
Suburban
Comprehensive
2
0
705
5
2021-03-24 15:21:39.121169
Poor
No
Weekly
Apartment
850
1,167,686
33
Female
3,325
Single
1
Bachelor's
null
36.283388
Suburban
Basic
2
14
497
6
2021-01-18 15:21:39.096739
Poor
No
Daily
House
2,732
1,167,687
54
Female
81,175
Divorced
1
Master's
Unemployed
44.927124
Suburban
Basic
null
16
336
5
2023-04-18 15:21:39.261856
Average
No
Daily
Apartment
66
1,167,688
59
Male
19,795
Divorced
4
Bachelor's
null
36.76446
Suburban
Comprehensive
1
7
479
5
2023-07-30 15:21:39.134960
Poor
Yes
Daily
Apartment
739
1,167,689
44
Female
40,695
Divorced
2
Bachelor's
Employed
43.913473
Rural
Comprehensive
0
3
746
2
2021-03-23 15:21:39.134960
Good
Yes
Monthly
House
2,437
1,167,690
39
Female
886
Single
4
High School
Self-Employed
35.007524
Urban
Comprehensive
2
0
null
1
2022-12-28 15:21:39.274993
Poor
No
Rarely
Condo
23
1,167,691
44
Female
26,083
Married
1
PhD
Employed
11.440086
Urban
Premium
0
13
522
4
2023-11-09 15:21:39.166062
Average
No
Rarely
Apartment
184
1,167,692
48
Female
355
Married
null
High School
null
38.14117
Urban
Comprehensive
1
2
392
8
2023-03-13 15:21:39.166062
Poor
No
Daily
Apartment
2,781
1,167,693
32
Male
4,568
Single
3
PhD
Self-Employed
46.492523
Rural
Premium
1
1
584
8
2021-07-04 15:21:39.273973
Poor
No
Monthly
House
240
1,167,694
58
Male
64,821
Divorced
1
High School
null
23.688435
Urban
Comprehensive
0
11
751
5
2019-11-20 15:21:39.180553
Poor
No
Daily
Apartment
381
1,167,695
33
Female
909
Married
2
Master's
Self-Employed
18.937357
Urban
Basic
0
5
747
4
2020-12-03 15:21:39.221386
Poor
No
Daily
Apartment
1,873
1,167,696
20
Male
56,590
Single
3
Master's
null
13.774793
Urban
Basic
0
6
431
6
2020-10-06 15:21:39.256696
Poor
Yes
Rarely
Condo
597
1,167,697
34
Male
1,369
Married
0
Master's
Self-Employed
7.481379
Urban
Basic
4
1
594
3
2022-11-23 15:21:39.237118
Poor
Yes
Daily
Condo
799
1,167,698
37
Male
20,360
Married
2
Bachelor's
Unemployed
40.641791
Urban
Basic
null
7
587
2
2020-04-17 15:21:39.251142
Average
Yes
Daily
House
1,053
1,167,699
37
Male
24,668
Single
2
PhD
null
52.174732
Suburban
Premium
null
11
819
1
2024-01-07 15:21:39.259788
Average
Yes
Rarely
Apartment
3,875