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
1,161,600
26
Male
9,950
Single
4
PhD
null
44.079144
Suburban
Comprehensive
null
12
681
7
2022-10-14 15:21:39.290098
Poor
Yes
Weekly
Apartment
686
1,161,601
33
Female
10,380
Married
3
High School
Unemployed
9.859894
Urban
Comprehensive
null
16
590
1
2022-02-06 15:21:39.274993
Poor
Yes
Monthly
House
1,661
1,161,602
44
Male
1,415
Married
4
Bachelor's
null
15.284474
Suburban
Comprehensive
null
15
481
3
2020-06-18 15:21:39.125660
Good
Yes
Weekly
Apartment
397
1,161,603
34
Female
8,841
Divorced
null
Master's
null
29.292749
Urban
Basic
3
1
null
8
2021-01-05 15:21:39.261856
Poor
Yes
Weekly
Condo
663
1,161,604
50
Male
2,954
Married
4
Bachelor's
Unemployed
8.557504
Rural
Premium
0
9
718
4
2020-01-15 15:21:39.095696
Good
No
Rarely
Apartment
414
1,161,605
58
Female
7,584
Married
1
Bachelor's
Employed
11.835498
Rural
Premium
null
13
629
5
2021-10-18 15:21:39.247098
Average
Yes
Monthly
Condo
360
1,161,606
36
Male
255
Single
1
PhD
Self-Employed
19.766589
Rural
Premium
0
8
384
3
2020-10-22 15:21:39.105504
Good
No
Monthly
Apartment
194
1,161,607
21
Male
26,883
Single
2
Bachelor's
null
36.126681
Rural
Premium
2
7
688
6
2021-08-05 15:21:39.261856
Poor
Yes
Monthly
Condo
1,206
1,161,608
56
Male
1,368
Single
3
PhD
Self-Employed
32.398085
Rural
Premium
2
6
759
3
2020-07-02 15:21:39.263607
Average
Yes
Weekly
House
40
1,161,609
64
Female
72,328
Married
4
PhD
Unemployed
29.184846
Urban
Basic
1
1
573
4
2023-07-04 15:21:39.147735
null
Yes
Weekly
Condo
73
1,161,610
51
Female
4,753
Married
2
Bachelor's
Employed
16.734626
Suburban
Comprehensive
null
8
null
8
2021-12-20 15:21:39.155231
Poor
No
Rarely
Apartment
3,082
1,161,611
36
Male
34,181
Divorced
4
PhD
null
12.106093
Suburban
Premium
2
18
526
8
2022-07-18 15:21:39.226954
Average
No
Daily
House
998
1,161,612
27
Male
null
Divorced
3
Bachelor's
Employed
30.946203
Urban
Basic
1
11
null
1
2023-09-16 15:21:39.226954
Average
No
Daily
Condo
282
1,161,613
35
Female
16,862
Married
3
High School
Employed
36.824558
Suburban
Comprehensive
0
3
null
8
2023-06-20 15:21:39.209847
Average
No
Monthly
Apartment
1,609
1,161,614
50
Female
35,709
Married
4
Master's
null
38.935762
Suburban
Basic
0
19
775
8
2023-03-01 15:21:39.170099
Average
No
Daily
Condo
607
1,161,615
34
Female
5,822
Married
2
Bachelor's
null
44.869647
Rural
Basic
0
0
530
9
2023-10-02 15:21:39.237118
Good
Yes
Daily
Condo
2,676
1,161,616
59
Female
117,500
Single
0
PhD
Unemployed
10.284411
Urban
Comprehensive
3
6
null
3
2021-05-27 15:21:39.177724
Poor
Yes
Weekly
Condo
2,184
1,161,617
38
Female
45,780
Married
4
Master's
Unemployed
15.639622
Rural
Basic
null
8
null
7
2021-11-21 15:21:39.276901
Average
Yes
Monthly
Apartment
152
1,161,618
64
Male
12,934
Divorced
2
Bachelor's
Unemployed
9.82951
Suburban
Comprehensive
3
8
603
1
2021-03-14 15:21:39.121169
Poor
Yes
Weekly
Condo
933
1,161,619
35
Female
8,707
Single
3
High School
null
41.638498
Urban
Premium
0
6
658
7
2022-02-01 15:21:39.251142
Good
Yes
Monthly
Apartment
396
1,161,620
54
Female
23,108
Single
4
PhD
Unemployed
16.084164
Rural
Basic
0
5
393
3
2021-06-29 15:21:39.271453
Good
No
Daily
Condo
835
1,161,621
64
Male
1,426
Divorced
1
Master's
null
null
Rural
Premium
0
8
817
3
2022-10-29 15:21:39.087123
Poor
No
Rarely
Condo
683
1,161,622
40
Female
1,035
Married
3
Bachelor's
Employed
20.07807
Suburban
Basic
null
5
447
4
2023-09-22 15:21:39.237118
Poor
No
Rarely
Condo
742
1,161,623
31
Male
35,692
Divorced
0
Master's
Unemployed
27.999899
Urban
Premium
0
5
595
3
2022-10-09 15:21:39.237118
Average
No
Daily
House
2,445
1,161,624
37
Male
657
Married
3
Bachelor's
Self-Employed
30.910056
Urban
Comprehensive
1
0
609
1
2023-12-15 15:21:39.235012
Poor
No
Weekly
Apartment
233
1,161,625
20
Male
26,139
Married
0
High School
Self-Employed
13.382573
Suburban
Comprehensive
2
13
null
8
2023-12-20 15:21:39.093681
Poor
No
Monthly
Apartment
933
1,161,626
49
Female
28,666
Married
0
Bachelor's
Unemployed
19.772733
Suburban
Comprehensive
1
11
506
7
2023-10-29 15:21:39.285112
Good
No
Rarely
House
677
1,161,627
57
Female
19,841
Divorced
2
High School
Employed
18.734772
Suburban
Comprehensive
2
2
847
5
2022-01-27 15:21:39.155231
Poor
No
Daily
House
527
1,161,628
19
Male
1,827
Single
2
Master's
Employed
22.664155
Urban
Basic
null
15
null
3
2024-08-01 15:21:39.086123
Average
Yes
Weekly
Apartment
137
1,161,629
59
Male
120,675
Single
3
PhD
Employed
37.411436
Rural
Comprehensive
2
18
844
9
2022-07-03 15:21:39.123711
Poor
No
Rarely
House
257
1,161,630
37
Female
32,580
Divorced
0
High School
Employed
40.882553
Rural
Premium
0
6
788
5
2024-01-31 15:21:39.108562
Poor
No
Daily
Condo
575
1,161,631
24
Male
18,304
Single
3
Bachelor's
Employed
30.087307
Rural
Comprehensive
null
18
508
3
2021-05-13 15:21:39.092127
Average
Yes
Weekly
Apartment
837
1,161,632
41
Male
5,964
Divorced
null
Bachelor's
null
22.33153
Urban
Premium
1
16
null
1
2022-05-19 15:21:39.106582
Good
Yes
Weekly
Apartment
2,280
1,161,633
28
Male
3,999
Single
4
PhD
Employed
30.35404
Urban
Comprehensive
3
4
462
1
2021-02-03 15:21:39.155231
Good
Yes
Rarely
Condo
790
1,161,634
53
Male
16,339
Divorced
4
PhD
Employed
36.453798
Urban
Comprehensive
2
6
604
5
2022-08-01 15:21:39.154008
Average
No
Rarely
Apartment
997
1,161,635
30
Female
13,238
Divorced
null
Master's
null
46.178843
Suburban
Basic
null
19
311
1
2022-03-19 15:21:39.196387
null
Yes
Monthly
Condo
2,597
1,161,636
47
Female
63,687
Single
null
PhD
Unemployed
27.611839
Urban
Comprehensive
2
6
440
7
2024-06-23 15:21:39.252145
Poor
No
Weekly
Apartment
1,434
1,161,637
26
Male
97,516
Married
2
High School
Employed
44.310281
Urban
Comprehensive
3
13
473
5
2022-03-20 15:21:39.237118
Average
Yes
Weekly
Apartment
1,411
1,161,638
null
Female
18,059
Divorced
2
Master's
Employed
14.056156
Urban
Basic
null
16
693
7
2022-07-17 15:21:39.198406
Good
Yes
Rarely
Condo
1,855
1,161,639
61
Female
39,224
Single
1
Bachelor's
Self-Employed
27.244828
Rural
Basic
0
9
713
7
2022-12-26 15:21:39.079128
Good
Yes
Monthly
Condo
761
1,161,640
63
Female
44,673
Married
4
Master's
Unemployed
18.972242
Urban
Comprehensive
null
6
726
9
2024-02-25 15:21:39.105504
Poor
No
Monthly
Apartment
942
1,161,641
60
Female
2,526
Married
0
High School
Unemployed
29.692748
Rural
Comprehensive
null
14
365
2
2023-02-07 15:21:39.086123
Average
Yes
Monthly
Apartment
803
1,161,642
56
Female
1,077
Married
4
Master's
Self-Employed
16.31152
Urban
Basic
2
1
766
7
2024-01-01 15:21:39.237118
Good
No
Rarely
Apartment
565
1,161,643
50
Female
39,425
Married
0
High School
Self-Employed
31.854756
Rural
Basic
null
4
796
1
2023-07-15 15:21:39.104139
Good
No
Monthly
House
1,003
1,161,644
58
Male
1,689
Single
4
Master's
Self-Employed
32.966631
Rural
Premium
1
9
415
5
2022-02-07 15:21:39.167099
Average
Yes
Daily
Apartment
45
1,161,645
25
Male
8,092
Divorced
2
Master's
Unemployed
42.967285
Rural
Basic
2
5
727
5
2021-05-21 15:21:39.224915
Good
Yes
Daily
House
112
1,161,646
33
Male
28,894
Married
1
Master's
Unemployed
30.839091
Urban
Basic
null
5
694
7
2024-05-23 15:21:39.153733
Average
Yes
Monthly
House
995
1,161,647
35
Male
40,608
Single
null
Master's
Employed
15.268536
Suburban
Basic
1
11
null
9
2021-01-24 15:21:39.286113
Poor
Yes
Rarely
Condo
2,680
1,161,648
58
Female
null
Divorced
3
Bachelor's
Employed
34.051277
Urban
Premium
2
6
328
4
2020-08-03 15:21:39.173834
Average
Yes
Monthly
Condo
859
1,161,649
32
Male
117,695
Divorced
3
Bachelor's
Unemployed
53.895104
Suburban
Premium
1
19
null
4
2019-11-13 15:21:39.276901
Poor
Yes
Daily
House
848
1,161,650
28
Female
56,500
Divorced
2
Bachelor's
Self-Employed
17.6498
Rural
Comprehensive
1
4
763
2
2022-02-05 15:21:39.267454
Poor
No
Daily
House
378
1,161,651
53
Male
14,084
Married
3
Master's
Unemployed
10.054142
Rural
Premium
2
2
645
6
2023-01-27 15:21:39.202448
Poor
No
Weekly
House
211
1,161,652
20
Female
28,561
Divorced
1
PhD
Self-Employed
21.265424
Suburban
Comprehensive
1
2
754
3
2021-11-18 15:21:39.155231
Average
Yes
Monthly
Condo
526
1,161,653
64
Female
70,557
Divorced
2
Master's
Self-Employed
38.848009
Rural
Comprehensive
2
12
631
9
2022-04-23 15:21:39.111551
Average
Yes
Weekly
Condo
115
1,161,654
28
Female
69,750
Married
2
Master's
Self-Employed
null
Urban
Premium
0
9
542
2
2023-11-04 15:21:39.257696
Poor
No
Monthly
House
3,142
1,161,655
54
Female
3,398
Married
2
Master's
Unemployed
51.887784
Rural
Premium
2
12
838
9
2020-08-29 15:21:39.223901
Good
No
Rarely
House
1,198
1,161,656
42
Female
6,991
Married
4
Master's
null
26.62469
Urban
Comprehensive
1
2
611
2
2024-01-17 15:21:39.107553
Good
Yes
Weekly
Condo
393
1,161,657
62
Female
8,892
Married
0
Bachelor's
Self-Employed
24.267923
Rural
Basic
null
0
556
6
2020-07-13 15:21:39.173834
Good
No
Weekly
Condo
881
1,161,658
48
Female
27,707
Divorced
2
Bachelor's
Employed
22.888092
Urban
Basic
null
11
null
5
2022-01-30 15:21:39.105504
Average
Yes
Monthly
Condo
289
1,161,659
54
Female
12,981
Divorced
0
PhD
Employed
41.958786
Suburban
Basic
null
8
587
1
2023-12-16 15:21:39.134960
Average
No
Rarely
Condo
559
1,161,660
28
Male
43,750
Divorced
0
High School
Unemployed
21.719093
Urban
Premium
null
4
676
7
2022-12-13 15:21:39.151732
Average
No
Daily
Condo
892
1,161,661
38
Female
40,727
Divorced
3
Bachelor's
Unemployed
25.257565
Rural
Premium
null
15
705
9
2023-02-06 15:21:39.134960
Poor
No
Daily
Condo
1,616
1,161,662
34
Male
28,147
Single
1
Bachelor's
Employed
33.24893
Rural
Premium
null
0
603
5
2021-08-29 15:21:39.082499
Average
No
Weekly
Condo
114
1,161,663
39
Female
62,227
Married
2
Master's
null
35.715882
Rural
Comprehensive
null
7
null
5
2020-12-16 15:21:39.223901
null
No
Monthly
Apartment
2,564
1,161,664
30
Male
32,571
Single
4
Bachelor's
Unemployed
31.484862
Urban
Premium
1
5
710
2
2020-06-20 15:21:39.080440
Good
Yes
Weekly
Condo
880
1,161,665
40
Female
52,732
Married
3
Master's
Unemployed
null
Suburban
Premium
2
4
439
9
2023-01-29 15:21:39.155231
null
No
Rarely
House
779
1,161,666
50
Female
67,852
Divorced
null
Bachelor's
Self-Employed
null
Rural
Premium
null
12
437
6
2022-12-15 15:21:39.185215
Good
No
Weekly
Apartment
2,295
1,161,667
40
Female
27,984
Married
2
PhD
null
9.826391
Urban
Premium
1
11
431
4
2023-08-23 15:21:39.278402
Average
Yes
Weekly
Apartment
447
1,161,668
32
Female
29,453
Single
4
Master's
null
29.054567
Rural
Basic
0
16
786
7
2020-07-28 15:21:39.155231
Poor
Yes
Monthly
House
1,375
1,161,669
58
Male
49,832
Divorced
3
PhD
Self-Employed
46.936352
Suburban
Basic
null
4
783
1
2023-05-04 15:21:39.117183
Good
No
Rarely
Apartment
172
1,161,670
47
Male
26,133
Divorced
4
Master's
null
39.642776
Rural
Premium
null
5
748
4
2023-11-11 15:21:39.155231
Average
Yes
Monthly
House
711
1,161,671
61
Male
1,823
Single
4
Master's
Employed
23.236951
Urban
Premium
2
6
767
3
2023-03-08 15:21:39.264504
Good
No
Daily
Condo
466
1,161,672
36
Male
7,073
Married
0
Bachelor's
Employed
null
Rural
Basic
0
18
791
4
2022-04-04 15:21:39.134960
Good
No
Monthly
House
618
1,161,673
31
Female
35,192
Divorced
3
Bachelor's
null
26.124024
Suburban
Premium
0
8
654
9
2020-06-23 15:21:39.155231
Good
No
Rarely
House
3,396
1,161,674
54
Female
43,436
Married
3
High School
null
9.827058
Rural
Basic
2
11
313
4
2023-04-04 15:21:39.097737
Good
Yes
Daily
Apartment
925
1,161,675
58
Female
7,053
Single
4
PhD
Unemployed
16.819223
Urban
Basic
0
4
null
5
2021-12-01 15:21:39.125660
Average
Yes
Daily
Condo
1,774
1,161,676
40
Male
6,540
Single
4
Master's
null
35.174897
Urban
Premium
0
0
590
6
2023-08-09 15:21:39.134960
Good
Yes
Daily
Apartment
1,718
1,161,677
56
Female
18,041
Single
1
High School
null
21.054251
Urban
Comprehensive
null
17
672
3
2022-05-22 15:21:39.134960
Average
Yes
Daily
Apartment
564
1,161,678
18
Male
92,954
Divorced
1
PhD
Self-Employed
37.674686
Urban
Premium
0
14
389
1
2020-02-07 15:21:39.081504
Poor
No
Rarely
Condo
1,632
1,161,679
62
Female
14,079
Divorced
3
PhD
Unemployed
38.161267
Urban
Basic
0
5
804
6
2024-07-11 15:21:39.132191
Poor
No
Weekly
Apartment
607
1,161,680
25
Male
30,287
Single
3
High School
Self-Employed
51.163477
Suburban
Premium
null
8
806
1
2023-03-12 15:21:39.184157
Poor
No
Daily
Condo
101
1,161,681
57
Female
null
Divorced
3
Bachelor's
Employed
17.858427
Suburban
Comprehensive
0
5
588
3
2023-02-21 15:21:39.266452
Poor
Yes
Weekly
House
266
1,161,682
64
Male
116,611
Married
null
Bachelor's
Unemployed
25.784701
Suburban
Basic
2
3
514
6
2023-02-06 15:21:39.091080
Average
No
Rarely
Apartment
2,470
1,161,683
42
Female
null
Divorced
4
PhD
null
20.492736
Urban
Comprehensive
1
1
456
8
2024-04-14 15:21:39.089116
Poor
Yes
Daily
Apartment
391
1,161,684
26
Female
17,076
Single
1
PhD
Employed
24.573642
Suburban
Premium
0
5
632
5
2020-02-08 15:21:39.265513
Poor
No
Rarely
Condo
491
1,161,685
60
Male
63,957
Single
1
High School
Unemployed
null
Suburban
Premium
2
2
null
5
2023-10-17 15:21:39.090124
Poor
Yes
Weekly
Apartment
20
1,161,686
44
Male
60,442
Divorced
3
High School
null
38.491306
Rural
Basic
null
5
519
8
2021-09-13 15:21:39.177724
Average
No
Daily
Condo
242
1,161,687
32
Female
1,220
Divorced
2
PhD
Self-Employed
31.465881
Rural
Premium
3
9
509
2
2019-11-10 15:21:39.191219
Average
Yes
Monthly
Apartment
563
1,161,688
39
Male
23,894
Married
4
PhD
Self-Employed
null
Suburban
Premium
1
17
676
3
2020-12-12 15:21:39.175719
Average
Yes
Monthly
Condo
1,842
1,161,689
27
Male
5,700
Divorced
1
High School
null
17.98833
Urban
Premium
3
19
727
4
2020-04-27 15:21:39.167099
Poor
Yes
Monthly
Apartment
3,021
1,161,690
60
Female
5,518
Married
1
High School
Employed
18.804889
Rural
Comprehensive
0
19
498
1
2024-02-22 15:21:39.120168
Poor
Yes
Weekly
Apartment
584
1,161,691
23
Male
38,480
Married
4
High School
Unemployed
32.695931
Suburban
Basic
1
5
609
6
2019-12-13 15:21:39.179186
Good
Yes
Rarely
Condo
1,221
1,161,692
34
Female
16,962
Single
2
PhD
Unemployed
19.536656
Suburban
Premium
null
5
null
6
2023-02-11 15:21:39.193945
Average
No
Monthly
Apartment
654
1,161,693
62
Female
6,783
Married
2
PhD
null
20.926669
Urban
Premium
null
12
639
4
2023-06-17 15:21:39.261856
Average
Yes
Weekly
Apartment
870
1,161,694
43
Female
40,552
Single
0
High School
Employed
10.837464
Suburban
Comprehensive
null
1
583
7
2019-11-08 15:21:39.092127
Poor
No
Monthly
Condo
1,191
1,161,695
30
Female
10,186
Divorced
4
Bachelor's
Unemployed
26.824247
Suburban
Premium
0
17
491
3
2020-02-29 15:21:39.155231
Average
No
Weekly
Condo
1,010
1,161,696
25
Male
25,148
Married
null
Master's
Unemployed
42.456763
Urban
Comprehensive
2
0
729
8
2024-07-05 15:21:39.280784
Poor
No
Weekly
Condo
1,688
1,161,697
32
Female
15,255
Divorced
2
High School
null
31.990534
Urban
Basic
0
6
787
5
2021-12-13 15:21:39.263607
Good
No
Weekly
Condo
1,324
1,161,698
52
Male
13,983
Divorced
3
Master's
Unemployed
27.957445
Urban
Basic
null
10
683
5
2020-01-20 15:21:39.151732
Good
No
Weekly
Condo
2,144
1,161,699
null
Female
20,720
Divorced
null
Bachelor's
null
28.929538
Urban
Premium
0
10
713
8
2020-05-07 15:21:39.180553
Poor
No
Rarely
Condo
645