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
51,600
26
Female
6,093
Divorced
2
PhD
null
15.84934
Urban
Comprehensive
null
12
771
5
2021-12-15 15:21:39.155231
Average
Yes
Rarely
Condo
2,123
51,601
55
Male
2,840
Married
3
High School
null
21.342574
Urban
Basic
null
9
312
1
2023-10-01 15:21:39.273454
Average
No
Daily
Apartment
811
51,602
63
Female
11,536
Divorced
3
Bachelor's
Unemployed
41.018089
Rural
Basic
1
9
812
4
2020-10-12 15:21:39.080440
Poor
No
Monthly
House
462
51,603
44
Male
28,321
Married
1
Bachelor's
Employed
33.640413
Urban
Premium
0
17
703
6
2020-06-12 15:21:39.200452
Good
No
Weekly
Condo
1,159
51,604
26
Male
17,129
Divorced
2
Bachelor's
Employed
37.596826
Urban
Comprehensive
1
19
573
5
2022-03-11 15:21:39.209847
Poor
Yes
Weekly
Condo
2,233
51,605
60
Female
null
Divorced
3
Master's
Self-Employed
41.906223
Urban
Comprehensive
1
1
632
8
2021-01-23 15:21:39.086123
Good
No
Rarely
Condo
263
51,606
49
Female
17,177
Married
1
Bachelor's
null
41.679909
Urban
Premium
0
12
657
1
2024-02-25 15:21:39.143708
Good
Yes
Weekly
Apartment
1,201
51,607
55
Male
10,884
Single
3
PhD
Employed
22.482212
Rural
Premium
null
2
null
6
2021-09-02 15:21:39.223901
Good
No
Rarely
Condo
1,287
51,608
39
Male
52,239
Married
2
High School
Self-Employed
14.865237
Urban
Basic
null
13
581
4
2022-08-17 15:21:39.202448
Poor
No
Weekly
Condo
307
51,609
50
Female
42,978
Married
2
Master's
Employed
30.867401
Urban
Basic
0
5
825
7
2021-07-28 15:21:39.145732
Average
No
Monthly
Condo
178
51,610
55
Female
23,168
Divorced
1
PhD
Unemployed
30.814017
Urban
Basic
3
19
727
9
2022-04-23 15:21:39.251142
Poor
No
Rarely
Condo
1,482
51,611
29
Female
72,821
Married
3
Bachelor's
Unemployed
42.647542
Suburban
Premium
null
2
445
9
2023-03-16 15:21:39.134960
Good
Yes
Rarely
Condo
892
51,612
45
Female
759
Divorced
3
Bachelor's
Unemployed
16.958432
Rural
Premium
2
5
383
3
2023-07-31 15:21:39.134960
Average
Yes
Daily
House
243
51,613
24
Female
27,480
Divorced
null
Bachelor's
null
6.844194
Rural
Comprehensive
null
2
566
8
2023-11-26 15:21:39.252145
Average
No
Rarely
House
901
51,614
55
Male
104,886
Married
0
Bachelor's
Self-Employed
41.717601
Rural
Basic
null
0
327
4
2020-05-10 15:21:39.289099
Good
No
Daily
Condo
805
51,615
44
Female
29,006
Married
0
Master's
Employed
9.734912
Urban
Comprehensive
0
7
506
7
2020-04-19 15:21:39.134960
Average
No
Daily
House
1,505
51,616
43
Male
24,467
Divorced
3
High School
Employed
15.935592
Rural
Premium
2
13
403
9
2023-10-20 15:21:39.134960
Good
No
Weekly
Condo
1,439
51,617
37
Female
6,870
Single
3
Master's
null
25.253909
Suburban
Comprehensive
null
19
742
1
2023-10-12 15:21:39.235012
Average
Yes
Weekly
Apartment
654
51,618
35
Female
3,896
Divorced
null
Master's
null
21.91811
Rural
Premium
null
18
784
3
2021-10-03 15:21:39.237118
Average
No
Rarely
House
2,384
51,619
40
Female
72,590
Divorced
null
High School
Self-Employed
34.585562
Rural
Premium
null
6
439
2
2019-09-11 15:21:39.259788
Poor
Yes
Daily
Apartment
1,281
51,620
23
Female
12,817
Divorced
4
Master's
Employed
48.586478
Rural
Basic
1
7
540
1
2019-08-21 15:21:39.210805
Poor
Yes
Daily
Apartment
453
51,621
48
Male
439
Divorced
1
High School
Employed
4.861175
Suburban
Basic
null
13
713
5
2019-09-23 15:21:39.254678
Poor
No
Daily
House
2,248
51,622
58
Female
9,091
Married
0
Bachelor's
null
44.927892
Rural
Comprehensive
1
19
683
1
2020-12-02 15:21:39.134960
Average
Yes
Daily
House
531
51,623
37
Male
20,389
Single
3
PhD
Unemployed
4.097614
Urban
Premium
0
19
null
2
2020-09-11 15:21:39.208842
Poor
No
Rarely
House
493
51,624
37
Male
15,727
Single
0
PhD
null
21.816171
Suburban
Basic
0
1
502
4
2019-11-29 15:21:39.122134
Average
No
Monthly
Apartment
609
51,625
41
Female
50,861
Single
1
High School
Unemployed
3.633205
Suburban
Basic
0
17
382
8
2021-01-15 15:21:39.279729
Poor
No
Daily
Apartment
456
51,626
40
Female
28,886
Single
2
PhD
Unemployed
9.036918
Suburban
Basic
0
12
644
8
2024-06-12 15:21:39.134960
Poor
No
Rarely
Condo
716
51,627
21
Male
17,084
Divorced
3
High School
null
12.079978
Rural
Basic
null
14
706
1
2023-05-10 15:21:39.208842
Poor
Yes
Weekly
Condo
816
51,628
33
Male
59,079
Single
4
PhD
Employed
6.586443
Suburban
Comprehensive
null
16
784
3
2022-03-08 15:21:39.255696
Average
Yes
Monthly
House
362
51,629
25
Male
38,306
Divorced
0
Bachelor's
null
14.602986
Urban
Comprehensive
null
11
566
1
2019-11-01 15:21:39.169102
Poor
No
Rarely
Apartment
1,185
51,630
44
Male
24,224
Single
1
PhD
null
14.566592
Suburban
Premium
null
11
515
9
2023-09-13 15:21:39.090124
Good
Yes
Monthly
Apartment
515
51,631
38
Male
117,517
Divorced
0
PhD
Unemployed
44.995627
Rural
Premium
null
6
null
4
2022-05-10 15:21:39.254678
Good
Yes
Monthly
Apartment
119
51,632
26
Male
4,639
Divorced
1
PhD
Self-Employed
7.769154
Rural
Premium
3
4
380
5
2022-01-23 15:21:39.155231
Average
Yes
Monthly
Apartment
1,393
51,633
49
Female
9,259
Single
4
Master's
Employed
19.099451
Rural
Comprehensive
0
6
349
1
2022-12-15 15:21:39.093681
Average
Yes
Daily
House
1,392
51,634
45
Female
4,935
Married
2
PhD
null
23.018819
Suburban
Comprehensive
2
1
541
2
2020-03-31 15:21:39.155231
Poor
No
Monthly
House
1,334
51,635
63
Female
103,565
Married
2
Bachelor's
Employed
null
Urban
Comprehensive
null
13
456
7
2024-07-12 15:21:39.167099
Good
Yes
Rarely
Apartment
987
51,636
48
Male
53,989
Single
null
High School
Unemployed
31.001458
Urban
Basic
1
8
null
2
2023-02-06 15:21:39.155231
Average
No
Monthly
House
45
51,637
60
Male
null
Divorced
3
Master's
Self-Employed
55.231279
Urban
Comprehensive
0
12
529
6
2020-08-20 15:21:39.079128
Poor
No
Daily
House
1,022
51,638
38
Male
39,072
Divorced
0
PhD
Self-Employed
26.856381
Suburban
Comprehensive
null
8
596
7
2022-07-04 15:21:39.155231
Poor
No
Rarely
Apartment
1,189
51,639
62
Female
5,022
Divorced
0
PhD
Employed
39.566696
Suburban
Premium
2
2
711
6
2019-10-18 15:21:39.146733
Average
Yes
Daily
Condo
1,173
51,640
33
Female
2,818
Married
1
Bachelor's
Unemployed
13.534912
Suburban
Comprehensive
2
14
378
5
2023-09-15 15:21:39.236064
Good
No
Rarely
Apartment
1,098
51,641
47
Female
44,786
Married
1
Master's
Unemployed
null
Urban
Premium
0
16
518
9
2024-03-13 15:21:39.166062
null
Yes
Weekly
House
2,409
51,642
36
Male
122,690
Single
3
Bachelor's
Employed
15.530671
Urban
Basic
3
13
335
5
2024-01-28 15:21:39.243823
Poor
No
Rarely
House
629
51,643
19
Female
17,077
Divorced
4
Bachelor's
Employed
8.637427
Urban
Comprehensive
0
10
572
9
2020-01-30 15:21:39.155231
Good
Yes
Monthly
Condo
1,126
51,644
31
Male
547
Married
3
PhD
Employed
47.852526
Suburban
Basic
1
15
843
7
2023-09-18 15:21:39.133866
Good
Yes
Daily
House
3,167
51,645
62
Male
null
Single
4
Master's
Employed
34.823965
Rural
Basic
1
12
308
6
2021-02-07 15:21:39.237118
Average
Yes
Rarely
House
979
51,646
37
Male
134,973
Married
3
Bachelor's
Employed
9.45856
Urban
Premium
null
5
450
1
2021-11-09 15:21:39.270454
Poor
Yes
Monthly
House
2,301
51,647
38
Male
1,486
Divorced
3
PhD
Employed
17.097663
Suburban
Basic
null
13
772
6
2024-03-02 15:21:39.183598
Good
No
Daily
House
2,055
51,648
36
Male
41,755
Divorced
2
Master's
null
35.441476
Rural
Basic
0
3
689
6
2020-12-09 15:21:39.289099
Good
No
Rarely
House
806
51,649
55
Male
136,715
Single
2
High School
null
39.282859
Suburban
Premium
1
19
319
8
2020-12-25 15:21:39.134960
Good
Yes
Daily
Apartment
1,253
51,650
48
Male
18,424
Married
0
High School
Unemployed
28.94543
Urban
Comprehensive
null
19
null
9
2020-11-15 15:21:39.148733
Good
Yes
Weekly
House
826
51,651
41
Female
938
Married
2
High School
Unemployed
32.00249
Urban
Comprehensive
null
8
486
4
2020-03-17 15:21:39.155231
Average
No
Monthly
Apartment
225
51,652
37
Male
43,462
Single
null
PhD
Self-Employed
35.619475
Urban
Premium
0
15
476
2
2022-12-21 15:21:39.264504
Good
Yes
Weekly
Condo
3,068
51,653
62
Female
52,441
Divorced
1
Bachelor's
Self-Employed
34.567487
Rural
Comprehensive
1
18
414
3
2020-11-24 15:21:39.155231
Good
Yes
Weekly
Apartment
669
51,654
61
Male
9,071
Married
2
Master's
null
32.717626
Suburban
Basic
2
12
616
8
2020-03-20 15:21:39.172097
Good
No
Daily
Apartment
1,363
51,655
57
Male
3,664
Married
1
High School
Self-Employed
8.294837
Suburban
Premium
null
8
452
8
2021-08-09 15:21:39.134960
Good
Yes
Monthly
Condo
811
51,656
33
Male
26,596
Single
1
PhD
Self-Employed
27.882511
Rural
Comprehensive
1
9
745
2
2022-04-08 15:21:39.134960
Good
Yes
Daily
House
437
51,657
25
Female
44,629
Divorced
0
PhD
Self-Employed
16.826531
Urban
Premium
1
7
538
4
2024-08-10 15:21:39.129190
Average
Yes
Monthly
Apartment
566
51,658
21
Male
15,493
null
4
Bachelor's
null
37.934683
Suburban
Comprehensive
1
8
629
1
2020-09-26 15:21:39.187211
Poor
Yes
Weekly
Apartment
4,786
51,659
22
Female
46,220
Married
0
Bachelor's
Self-Employed
6.69885
Urban
Premium
null
10
597
2
2021-06-27 15:21:39.085129
Poor
Yes
Monthly
House
843
51,660
56
Male
15,556
Single
2
PhD
Employed
44.890266
Suburban
Comprehensive
1
8
470
7
2022-02-08 15:21:39.122134
Poor
Yes
Rarely
Condo
464
51,661
59
Female
7,982
Single
0
Master's
Self-Employed
27.936117
Urban
Premium
null
12
708
2
2023-09-22 15:21:39.191219
Average
Yes
Monthly
Condo
621
51,662
47
Male
17,095
Divorced
1
Master's
Employed
13.754078
Suburban
Premium
2
18
549
4
2021-10-04 15:21:39.237118
Average
Yes
Weekly
House
1,010
51,663
45
Male
16,074
Married
3
PhD
Employed
21.527207
Suburban
Premium
null
4
562
9
2024-07-31 15:21:39.226954
Good
No
Weekly
Apartment
3,378
51,664
57
Male
6,097
Married
3
High School
Employed
18.865158
Urban
Comprehensive
1
4
null
3
2024-05-20 15:21:39.261856
Good
No
Daily
Condo
890
51,665
null
Female
7,852
Single
4
PhD
null
19.71693
Suburban
Basic
2
10
691
6
2019-12-17 15:21:39.289099
Average
Yes
Weekly
House
1,006
51,666
53
Male
6,791
Divorced
2
Bachelor's
Self-Employed
33.001456
Suburban
Premium
0
5
774
2
2024-03-14 15:21:39.272456
Average
No
Weekly
Condo
638
51,667
56
Male
106,650
Married
2
PhD
null
51.564934
Rural
Basic
1
8
776
5
2023-02-27 15:21:39.167099
Poor
Yes
Monthly
Condo
846
51,668
64
Male
45,308
Divorced
2
Bachelor's
Employed
46.828256
Suburban
Comprehensive
null
15
null
3
2020-06-17 15:21:39.155231
Good
Yes
Monthly
Apartment
1,180
51,669
24
Female
1,823
Single
null
Bachelor's
Employed
25.639598
Rural
Premium
2
17
468
3
2024-05-12 15:21:39.216387
Average
Yes
Monthly
Condo
979
51,670
34
Male
8,368
Single
2
PhD
null
23.935459
Urban
Premium
1
4
724
5
2019-09-03 15:21:39.237118
Average
Yes
Monthly
House
474
51,671
53
Female
72,853
Divorced
null
PhD
Employed
12.693614
Suburban
Premium
3
18
822
7
2022-01-30 15:21:39.274993
Average
Yes
Weekly
Apartment
2,284
51,672
23
Female
72,320
Divorced
3
PhD
Unemployed
null
Urban
Basic
2
7
587
3
2020-04-20 15:21:39.173834
Good
No
Daily
House
3,118
51,673
25
Female
121,654
Divorced
2
Master's
Employed
21.917995
Suburban
Comprehensive
1
11
null
8
2022-02-01 15:21:39.134960
Poor
No
Weekly
House
61
51,674
21
Male
1,016
Married
0
High School
null
29.576076
Rural
Premium
1
17
396
7
2023-03-16 15:21:39.237118
Good
No
Rarely
Apartment
3,191
51,675
36
Female
71,285
Divorced
1
High School
Unemployed
12.27762
Rural
Basic
null
6
828
8
2020-04-27 15:21:39.082499
Good
Yes
Daily
House
115
51,676
21
Female
35,347
Married
3
PhD
Employed
33.182745
Rural
Premium
2
8
815
3
2019-11-21 15:21:39.175719
Good
Yes
Weekly
House
2,760
51,677
38
Male
16,554
Married
0
Master's
null
34.037432
Suburban
Comprehensive
2
8
628
6
2024-07-14 15:21:39.155231
Average
No
Rarely
House
1,365
51,678
48
Male
4,626
Single
0
Master's
Employed
39.862434
Urban
Comprehensive
3
13
449
6
2021-01-09 15:21:39.211806
Poor
Yes
Daily
Apartment
940
51,679
25
Female
16,406
Single
4
Bachelor's
Employed
37.05165
Urban
Comprehensive
null
11
787
7
2021-12-08 15:21:39.177724
Average
No
Weekly
House
805
51,680
32
Male
7,865
Divorced
2
PhD
null
21.817547
Urban
Comprehensive
4
0
396
5
2022-09-27 15:21:39.171102
null
Yes
Daily
Condo
2,865
51,681
21
Male
18,074
Divorced
null
High School
Self-Employed
29.999655
Urban
Basic
1
13
546
9
2021-06-03 15:21:39.223901
Good
Yes
Rarely
Condo
1,457
51,682
58
Male
59,065
Divorced
4
Bachelor's
Self-Employed
28.936203
Suburban
Basic
1
10
704
4
2022-12-25 15:21:39.258696
Good
Yes
Weekly
House
372
51,683
25
Male
15,984
Married
4
Master's
null
46.966359
Rural
Premium
0
2
767
4
2023-12-27 15:21:39.134960
Poor
No
Monthly
Condo
394
51,684
52
Female
85,598
null
0
Master's
null
null
Rural
Basic
null
2
665
5
2021-11-09 15:21:39.134960
Average
No
Rarely
Apartment
581
51,685
24
Male
71,707
Divorced
0
Bachelor's
Unemployed
32.663219
Urban
Comprehensive
null
18
447
6
2020-06-09 15:21:39.134960
Average
Yes
Daily
Apartment
562
51,686
34
Male
100
Divorced
3
PhD
Unemployed
3.936931
Rural
Premium
1
18
611
6
2020-03-10 15:21:39.237118
Good
No
Rarely
Condo
709
51,687
54
Male
14,881
Married
2
PhD
null
35.820526
Suburban
Comprehensive
0
16
438
5
2020-03-11 15:21:39.237118
Poor
Yes
Daily
House
1,036
51,688
42
Male
33,012
Divorced
0
Master's
Employed
23.367038
Urban
Basic
null
7
626
1
2024-08-12 15:21:39.134960
Good
Yes
Monthly
Condo
2,817
51,689
50
Female
5,892
Single
null
High School
Employed
4.91409
Urban
Premium
0
16
null
5
2020-03-11 15:21:39.155231
Poor
No
Rarely
Condo
1,256
51,690
59
Female
2,854
Married
4
PhD
Unemployed
12.965633
Urban
Basic
2
1
496
5
2023-09-10 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,224
51,691
38
Male
14,172
Married
1
PhD
null
21.848818
Suburban
Comprehensive
0
18
652
2
2020-11-05 15:21:39.186212
Average
No
Rarely
House
1,095
51,692
52
Female
23,887
Single
3
Bachelor's
null
40.973997
Suburban
Basic
null
4
null
3
2023-11-15 15:21:39.212862
Average
Yes
Monthly
House
689
51,693
45
Male
4,536
Divorced
0
Bachelor's
Self-Employed
39.924182
Urban
Basic
1
5
null
3
2023-04-04 15:21:39.253660
Good
No
Weekly
Apartment
24
51,694
36
Male
26,023
Married
0
High School
Self-Employed
20.564265
Rural
Premium
1
11
439
6
2020-01-24 15:21:39.168099
Good
Yes
Monthly
Apartment
2,575
51,695
40
Female
25,591
Single
3
Master's
null
20.43553
Rural
Comprehensive
1
5
399
1
2022-01-13 15:21:39.216387
Good
Yes
Weekly
House
762
51,696
50
Male
564
Divorced
1
Bachelor's
Employed
null
Urban
Basic
2
6
691
5
2021-01-05 15:21:39.209847
Poor
Yes
Monthly
Apartment
982
51,697
59
Male
7,791
Divorced
2
PhD
null
null
Suburban
Basic
1
10
593
2
2019-12-16 15:21:39.171102
Good
Yes
Rarely
Apartment
1,090
51,698
64
Female
3,765
Divorced
4
Bachelor's
Self-Employed
22.064859
Rural
Comprehensive
1
17
null
9
2024-04-13 15:21:39.237118
Good
No
Weekly
Condo
45
51,699
39
Female
18,693
Married
3
Master's
Employed
45.439739
Rural
Comprehensive
null
0
521
4
2022-09-08 15:21:39.168099
Good
No
Weekly
House
2,979