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
32,500
22
Female
144,715
Divorced
2
Master's
Employed
30.79397
Suburban
Basic
null
13
393
2
2022-10-18 15:21:39.193945
Average
Yes
Monthly
Condo
612
32,501
33
Female
20,281
Single
4
PhD
Employed
21.539226
Rural
Premium
1
14
452
6
2024-01-28 15:21:39.232526
Average
Yes
Weekly
Apartment
1,033
32,502
61
Female
59,800
Single
3
High School
Unemployed
36.819102
Urban
Basic
2
8
762
1
2020-07-03 15:21:39.280784
Poor
Yes
Monthly
Condo
2,177
32,503
37
Male
14,058
Divorced
2
Master's
Employed
12.817696
Rural
Comprehensive
null
6
558
5
2023-08-14 15:21:39.134960
Average
Yes
Rarely
Apartment
959
32,504
24
Male
37,156
Single
null
High School
null
19.734393
Rural
Premium
2
4
508
3
2020-11-15 15:21:39.149731
Poor
No
Weekly
Apartment
872
32,505
50
Male
7,894
Divorced
4
High School
Self-Employed
10.898371
Urban
Basic
0
15
718
9
2021-04-27 15:21:39.134960
Good
No
Daily
Apartment
619
32,506
null
Female
95,569
Married
3
Bachelor's
null
10.020512
Urban
Premium
null
18
607
8
2023-03-01 15:21:39.222387
Poor
No
Rarely
House
98
32,507
26
Female
35,244
Single
0
High School
Unemployed
18.818691
Urban
Premium
2
16
557
5
2021-12-27 15:21:39.123711
Poor
Yes
Weekly
Condo
517
32,508
52
Female
764
Married
3
Bachelor's
Unemployed
22.696567
Suburban
Basic
2
1
551
6
2020-07-09 15:21:39.237118
Average
No
Monthly
Apartment
1,012
32,509
47
Male
10,613
Married
0
PhD
Unemployed
9.836332
Suburban
Comprehensive
1
9
534
3
2021-05-03 15:21:39.155231
Average
Yes
Weekly
House
837
32,510
51
Female
36,902
Married
0
Master's
Self-Employed
8.847853
Urban
Comprehensive
null
16
463
1
2020-08-26 15:21:39.170099
Average
Yes
Monthly
Apartment
559
32,511
32
Female
5,089
Divorced
0
High School
Employed
41.272785
Rural
Basic
2
18
661
3
2020-03-22 15:21:39.155231
Good
Yes
Weekly
Condo
2,143
32,512
47
Male
1,643
Divorced
4
Bachelor's
null
37.723517
Rural
Basic
2
8
452
1
2022-10-21 15:21:39.171102
Good
No
Weekly
Condo
1,176
32,513
31
Female
2,591
Married
4
Master's
Unemployed
27.559969
Rural
Premium
2
7
742
5
2021-11-18 15:21:39.190215
Average
No
Rarely
Condo
1,195
32,514
62
Female
24,729
Married
4
Master's
null
29.533535
Urban
Premium
1
3
828
9
2021-12-19 15:21:39.173834
Good
Yes
Rarely
Apartment
943
32,515
57
Male
27,182
Married
3
PhD
Employed
18.72328
Suburban
Premium
2
3
648
3
2020-04-29 15:21:39.090124
Average
No
Rarely
Condo
373
32,516
46
Female
47,145
Divorced
1
Master's
Employed
45.826187
Urban
Premium
3
9
394
6
2022-04-09 15:21:39.094752
Good
Yes
Weekly
Apartment
1,615
32,517
37
Female
24,805
Divorced
2
High School
Employed
10.836942
Urban
Comprehensive
null
6
427
1
2023-08-25 15:21:39.134960
Good
Yes
Weekly
Apartment
1,782
32,518
44
Male
28,932
Single
0
Master's
Self-Employed
19.92336
Suburban
Premium
1
15
437
3
2022-12-01 15:21:39.134960
Poor
Yes
Monthly
Apartment
538
32,519
61
Male
7,938
Single
2
Bachelor's
Employed
28.764268
Rural
Premium
1
1
740
8
2021-08-17 15:21:39.274993
Poor
Yes
Monthly
House
728
32,520
62
Male
17,891
Single
2
Master's
Unemployed
40.579522
Suburban
Basic
1
5
535
2
2020-01-25 15:21:39.126661
Average
No
Monthly
Apartment
2,456
32,521
64
Male
24,552
Married
4
Bachelor's
Employed
null
Suburban
Premium
null
18
788
6
2023-05-18 15:21:39.173834
Good
No
Monthly
House
1,180
32,522
35
Male
22,417
Single
2
Bachelor's
Unemployed
8.928636
Urban
Comprehensive
null
8
420
9
2021-11-28 15:21:39.285112
null
Yes
Daily
House
1,934
32,523
21
Female
1,325
Divorced
1
High School
null
32.819152
Suburban
Premium
3
19
567
1
2023-02-11 15:21:39.171102
Poor
Yes
Daily
Apartment
1,327
32,524
18
Female
16,696
Single
0
Master's
null
25.965646
Urban
Premium
null
16
569
5
2022-04-20 15:21:39.091080
Poor
No
Monthly
House
2,656
32,525
44
Female
17,077
Single
4
Master's
Unemployed
34.59574
Rural
Comprehensive
1
9
null
4
2024-01-30 15:21:39.237118
Poor
Yes
Daily
Condo
803
32,526
47
Male
6,094
Married
2
PhD
Unemployed
27.913268
Suburban
Basic
null
7
818
3
2023-08-19 15:21:39.155231
Poor
No
Weekly
House
1,356
32,527
40
Female
45,905
Single
3
Bachelor's
Self-Employed
12.53886
Urban
Basic
1
11
591
2
2022-05-02 15:21:39.134960
Average
Yes
Rarely
Apartment
936
32,528
23
Male
57,879
Single
1
PhD
Unemployed
12.186823
Urban
Comprehensive
2
7
null
9
2020-07-12 15:21:39.188220
null
Yes
Monthly
Condo
567
32,529
48
Female
null
Divorced
4
PhD
Employed
26.878996
Urban
Premium
null
5
679
4
2021-07-19 15:21:39.192212
Poor
Yes
Weekly
Apartment
381
32,530
26
Male
7,193
Divorced
4
Master's
Employed
16.928731
Suburban
Premium
1
9
728
3
2024-05-27 15:21:39.171102
Average
No
Monthly
Apartment
2,101
32,531
53
Female
17,897
Married
3
PhD
Self-Employed
null
Rural
Comprehensive
1
0
604
1
2020-07-31 15:21:39.134960
Good
No
Monthly
Condo
1,821
32,532
19
Male
53,368
Married
null
PhD
Self-Employed
17.938349
Suburban
Basic
2
10
404
8
2022-02-16 15:21:39.290098
Good
Yes
Weekly
Apartment
1,697
32,533
29
Female
14,984
Divorced
4
High School
Employed
10.678822
Rural
Comprehensive
2
0
495
8
2020-06-30 15:21:39.125660
Good
No
Weekly
House
671
32,534
56
Male
2,768
Divorced
3
Master's
null
29.327329
Urban
Comprehensive
0
19
488
5
2024-07-31 15:21:39.131192
Poor
No
Rarely
Apartment
1,201
32,535
62
Female
5,958
Divorced
1
Master's
Unemployed
6.167989
Suburban
Comprehensive
null
0
437
6
2020-05-05 15:21:39.079128
Average
Yes
Weekly
Condo
1,110
32,536
45
Male
46,220
Single
0
High School
Self-Employed
17.166618
Urban
Basic
0
9
491
2
2021-01-17 15:21:39.269494
Poor
No
Rarely
Condo
754
32,537
19
Male
27,113
Married
null
Bachelor's
Employed
4.959291
Urban
Comprehensive
null
10
431
5
2022-10-08 15:21:39.180553
Good
No
Monthly
House
1,249
32,538
29
Female
18,208
Married
3
Master's
Unemployed
4.667839
Rural
Basic
null
13
388
8
2023-12-29 15:21:39.264504
Average
Yes
Rarely
Condo
798
32,539
64
Female
957
Single
3
High School
null
33.696947
Urban
Premium
null
16
497
7
2023-12-10 15:21:39.184157
Poor
No
Weekly
House
2,454
32,540
60
Male
10,157
Married
4
Master's
Employed
13.890679
Rural
Comprehensive
null
14
833
4
2023-08-31 15:21:39.146733
Poor
Yes
Daily
House
582
32,541
52
Male
6,877
Divorced
1
High School
null
19.611602
Rural
Comprehensive
0
13
null
1
2024-03-09 15:21:39.253660
Average
Yes
Daily
Condo
2,145
32,542
32
Male
46,013
Single
0
High School
null
45.2264
Suburban
Premium
2
3
824
6
2022-11-12 15:21:39.267454
Poor
No
Monthly
Condo
2,235
32,543
27
Male
55,901
Married
null
Master's
Employed
12.606611
Suburban
Comprehensive
3
9
474
1
2020-08-19 15:21:39.223901
Good
No
Monthly
House
721
32,544
51
Female
36
Divorced
2
Bachelor's
Employed
10.802545
Rural
Basic
2
16
690
9
2023-11-30 15:21:39.149731
Poor
No
Weekly
Apartment
1,097
32,545
41
Male
8,098
Divorced
1
High School
Employed
42.527647
Urban
Basic
null
3
837
1
2020-04-07 15:21:39.100695
Poor
Yes
Rarely
Condo
807
32,546
30
Male
14,739
Divorced
2
Bachelor's
Self-Employed
13.791673
Rural
Premium
0
7
694
8
2021-11-18 15:21:39.080440
Good
No
Monthly
House
692
32,547
63
Male
16,892
Single
4
Bachelor's
null
36.773929
Rural
Basic
1
1
null
8
2020-09-08 15:21:39.237118
Good
No
Rarely
Condo
28
32,548
63
Male
2,435
Divorced
2
High School
Self-Employed
5.473917
Urban
Basic
1
12
431
2
2024-01-28 15:21:39.261856
Average
No
Weekly
Condo
1,427
32,549
23
Male
24,761
Single
4
Bachelor's
null
12.151071
Urban
Premium
1
11
831
5
2019-11-21 15:21:39.106582
Good
No
Monthly
Condo
1,361
32,550
46
Male
17,510
Divorced
4
Master's
Self-Employed
23.979722
Rural
Premium
2
16
350
4
2023-10-01 15:21:39.226954
Poor
Yes
Daily
Apartment
551
32,551
24
Female
45,979
Married
0
PhD
null
5.05645
Urban
Premium
1
3
751
2
2024-07-16 15:21:39.222387
Average
Yes
Monthly
House
2,549
32,552
49
Male
119
Single
2
Master's
null
4.174214
Rural
Basic
0
9
688
4
2022-07-11 15:21:39.207847
Poor
Yes
Monthly
House
1,336
32,553
56
Female
13,791
Single
1
Master's
Self-Employed
29.424859
Urban
Comprehensive
1
7
557
2
2023-09-02 15:21:39.208842
Poor
No
Weekly
Apartment
718
32,554
34
Male
16,056
Married
4
High School
null
20.96624
Urban
Premium
0
19
668
8
2022-08-02 15:21:39.094752
Poor
Yes
Rarely
Condo
1,071
32,555
25
Male
93,948
Single
3
High School
null
25.935525
Suburban
Comprehensive
null
10
509
2
2021-04-13 15:21:39.134960
Poor
Yes
Daily
Apartment
35
32,556
60
Female
16,408
Single
1
PhD
Unemployed
48.857464
Rural
Premium
null
6
557
3
2020-12-11 15:21:39.087123
Average
Yes
Daily
Apartment
1,215
32,557
30
Female
65,499
Single
4
PhD
Unemployed
23.237634
Rural
Basic
null
16
394
3
2023-10-21 15:21:39.276901
Good
No
Daily
House
1,646
32,558
32
Female
29,336
Married
0
PhD
Self-Employed
46.056412
Rural
Basic
1
14
559
2
2020-10-09 15:21:39.197445
Average
No
Daily
Apartment
69
32,559
37
Male
19,808
Divorced
2
Master's
Unemployed
21.120627
Urban
Basic
1
3
555
5
2023-10-24 15:21:39.155231
Average
Yes
Weekly
Apartment
2,387
32,560
60
Female
5,860
Married
1
High School
null
21.738203
Urban
Comprehensive
1
14
586
4
2022-09-26 15:21:39.280784
Poor
No
Rarely
Apartment
754
32,561
38
Female
null
Married
2
PhD
Self-Employed
30.977112
Suburban
Comprehensive
null
15
395
6
2024-05-20 15:21:39.237118
Good
No
Daily
Apartment
3,243
32,562
41
Male
933
Divorced
3
Master's
Unemployed
26.919995
Suburban
Basic
2
16
543
4
2023-11-18 15:21:39.123711
Poor
No
Rarely
Apartment
482
32,563
55
Female
7,091
Divorced
4
Master's
Employed
21.793776
Urban
Premium
0
9
482
1
2024-05-03 15:21:39.146733
Poor
Yes
Daily
House
646
32,564
22
Female
8,807
Married
2
PhD
Self-Employed
43.849345
Urban
Basic
0
7
652
9
2020-08-19 15:21:39.287115
Good
No
Daily
Apartment
1,144
32,565
26
Female
43,435
Married
3
Master's
Unemployed
9.816196
Rural
Comprehensive
1
0
517
7
2023-01-23 15:21:39.271453
Average
No
Weekly
House
696
32,566
24
Female
10,179
Divorced
null
PhD
Unemployed
34.937831
Suburban
Basic
0
5
832
8
2023-06-02 15:21:39.192212
Poor
Yes
Monthly
Apartment
694
32,567
63
Male
37,384
Single
1
Bachelor's
null
40.653924
Urban
Premium
null
0
null
1
2019-11-27 15:21:39.274993
Average
Yes
Rarely
Apartment
1,490
32,568
21
Male
16,091
Single
0
PhD
Self-Employed
22.582345
Suburban
Basic
2
10
381
2
2021-08-07 15:21:39.185215
null
Yes
Rarely
House
826
32,569
57
Female
77,901
Divorced
4
Master's
Employed
7.182256
Urban
Comprehensive
0
12
427
9
2020-12-05 15:21:39.154008
Average
Yes
Daily
House
872
32,570
62
Male
1,267
Divorced
1
Master's
Self-Employed
19.876648
Urban
Premium
1
10
351
1
2021-04-13 15:21:39.271453
Average
Yes
Daily
House
1,099
32,571
38
Male
6,966
Divorced
4
Master's
Self-Employed
28.724782
Suburban
Premium
2
17
472
7
2022-02-10 15:21:39.237118
Good
Yes
Daily
House
1,461
32,572
55
Female
66,472
Married
4
PhD
Unemployed
11.371352
Rural
Premium
null
14
652
4
2022-01-08 15:21:39.254678
Good
No
Monthly
Condo
204
32,573
32
Male
11,980
Divorced
1
Master's
null
34.758801
Suburban
Premium
0
13
458
4
2022-05-06 15:21:39.134960
Poor
No
Daily
Condo
1,657
32,574
33
Female
66,768
Married
4
Master's
null
48.637864
Suburban
Comprehensive
null
15
490
5
2023-03-11 15:21:39.171102
Poor
No
Weekly
Condo
2,406
32,575
19
Male
94,321
Single
3
PhD
null
50.553841
Suburban
Premium
2
10
686
8
2021-11-09 15:21:39.226954
Poor
No
Weekly
Condo
373
32,576
24
Female
29,593
Single
null
Bachelor's
Self-Employed
29.774769
Rural
Basic
3
7
519
7
2020-03-20 15:21:39.123711
Good
Yes
Daily
Apartment
1,211
32,577
56
Female
1,359
Married
1
PhD
null
26.643796
Rural
Comprehensive
null
15
435
9
2021-06-04 15:21:39.155231
Average
Yes
Daily
Apartment
781
32,578
19
Male
2,392
Divorced
0
High School
Unemployed
30.141507
Rural
Comprehensive
null
0
null
2
2023-10-29 15:21:39.092127
Good
Yes
Daily
House
167
32,579
18
Male
648
Single
3
Master's
null
13.965411
Rural
Premium
null
19
734
2
2020-04-30 15:21:39.172097
null
No
Weekly
House
911
32,580
52
Female
5,958
Married
4
PhD
null
44.070112
Suburban
Basic
1
2
491
4
2020-09-24 15:21:39.186212
Average
No
Rarely
Condo
2,460
32,581
58
Female
103,536
Married
2
High School
Self-Employed
44.926701
Urban
Basic
0
12
419
3
2022-03-21 15:21:39.097737
Poor
No
Monthly
Condo
48
32,582
54
Female
5,060
Single
3
Master's
Self-Employed
29.258547
Rural
Comprehensive
2
3
555
4
2021-05-26 15:21:39.250151
Good
Yes
Daily
Condo
564
32,583
30
Female
23,595
Divorced
4
High School
Self-Employed
11.054781
Urban
Comprehensive
null
13
744
8
2023-04-27 15:21:39.123711
Average
No
Rarely
House
1,326
32,584
44
Female
15,082
Married
4
PhD
Unemployed
34.701419
Rural
Comprehensive
0
12
377
5
2021-04-17 15:21:39.125660
Good
No
Daily
House
1,185
32,585
61
Male
5,912
Single
0
Master's
Employed
17.867451
Urban
Comprehensive
2
1
602
8
2021-01-25 15:21:39.190215
Average
No
Monthly
House
22
32,586
52
Male
92,174
Single
2
High School
Unemployed
26.845988
Rural
Premium
0
11
353
6
2021-01-24 15:21:39.134960
Good
No
Daily
House
112
32,587
22
Female
15,982
Single
1
PhD
null
18.097494
Urban
Comprehensive
null
6
772
9
2021-10-05 15:21:39.092127
Poor
No
Rarely
House
1,213
32,588
32
Male
12,732
Single
3
Master's
Unemployed
25.912337
Rural
Basic
1
19
557
9
2023-09-25 15:21:39.117183
null
No
Weekly
Apartment
61
32,589
30
Male
null
Married
3
High School
Self-Employed
35.723519
Suburban
Basic
0
13
null
3
2022-11-21 15:21:39.146733
Average
Yes
Rarely
Condo
45
32,590
31
Male
45,862
Divorced
2
Master's
Self-Employed
19.813455
Suburban
Comprehensive
1
2
371
5
2019-12-26 15:21:39.256696
Good
Yes
Rarely
House
1,600
32,591
23
Male
6,051
Single
3
Bachelor's
null
34.883865
Suburban
Comprehensive
1
6
745
9
2022-04-21 15:21:39.134960
Average
Yes
Rarely
Apartment
975
32,592
62
Female
28,509
Married
2
PhD
Self-Employed
null
Rural
Comprehensive
null
0
null
9
2024-07-05 15:21:39.179186
Average
Yes
Daily
House
1,046
32,593
52
Female
38,651
Single
2
High School
Employed
18.184076
Suburban
Basic
1
17
449
1
2021-11-28 15:21:39.250151
Good
No
Rarely
House
464
32,594
33
Female
76,693
Divorced
2
Master's
null
null
Suburban
Basic
0
17
442
7
2024-02-11 15:21:39.128286
Good
No
Monthly
Apartment
798
32,595
47
Female
44,659
Divorced
0
High School
Self-Employed
33.265925
Urban
Premium
null
4
759
8
2022-09-06 15:21:39.093681
Average
No
Daily
House
3,516
32,596
60
Male
3,941
Single
1
PhD
Employed
44.637119
Suburban
Premium
0
12
354
7
2023-01-07 15:21:39.126661
Average
No
Daily
House
942
32,597
21
Male
53,859
Divorced
0
Master's
null
14.82912
Suburban
Basic
1
12
693
2
2021-01-31 15:21:39.084065
Average
No
Weekly
Apartment
102
32,598
55
Female
32,903
Married
0
Bachelor's
null
6.5891
Rural
Basic
0
18
569
5
2020-01-17 15:21:39.172097
Good
No
Rarely
Condo
1,248
32,599
37
Male
17,095
Divorced
3
High School
null
12.013345
Urban
Basic
1
4
null
6
2021-01-11 15:21:39.221386
Good
No
Daily
Apartment
25