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
1,164,500
45
Male
16,074
Married
4
High School
null
37.908417
Suburban
Comprehensive
0
9
775
5
2022-08-11 15:21:39.155231
Average
No
Daily
House
622
1,164,501
40
Male
2,887
Married
2
Master's
Unemployed
17.906274
Suburban
Premium
2
16
828
9
2023-08-17 15:21:39.134960
null
Yes
Daily
Apartment
3,364
1,164,502
37
Male
10,833
Divorced
4
High School
Self-Employed
50.082506
Urban
Basic
1
16
506
2
2023-08-30 15:21:39.094752
Good
Yes
Rarely
House
1,132
1,164,503
40
Male
1,699
Divorced
null
Master's
null
6.795085
Rural
Comprehensive
0
11
405
4
2024-06-05 15:21:39.094752
Good
Yes
Monthly
Condo
265
1,164,504
52
Male
33,125
Divorced
0
Bachelor's
Employed
10.664972
Rural
Premium
1
8
532
5
2024-03-09 15:21:39.146733
Average
Yes
Rarely
House
1,602
1,164,505
36
Male
3,188
Married
1
Bachelor's
null
10.75121
Urban
Premium
2
1
839
2
2022-03-26 15:21:39.134960
Good
Yes
Daily
House
709
1,164,506
31
Male
71,096
Single
0
PhD
Self-Employed
19.263319
Suburban
Premium
1
12
null
6
2021-12-27 15:21:39.237118
Good
No
Rarely
Apartment
101
1,164,507
52
Female
5,865
Divorced
1
Master's
null
21.003931
Rural
Basic
0
16
808
4
2020-06-29 15:21:39.221386
Average
No
Daily
Condo
1,091
1,164,508
60
Male
280
Single
4
Master's
Unemployed
9.63876
Suburban
Premium
1
10
300
9
2023-03-04 15:21:39.106582
Poor
No
Weekly
House
371
1,164,509
42
Female
15,003
Single
4
Master's
null
17.929798
Urban
Comprehensive
3
19
513
6
2022-09-16 15:21:39.155231
Average
No
Rarely
House
900
1,164,510
32
Male
28,685
Single
3
High School
Employed
13.490792
Suburban
Basic
null
13
549
5
2023-05-22 15:21:39.134960
Poor
No
Monthly
Apartment
795
1,164,511
49
Male
10,033
Single
4
High School
null
26.889037
Urban
Premium
1
11
622
4
2022-05-15 15:21:39.091080
Average
Yes
Rarely
House
35
1,164,512
26
Female
33,486
Married
3
High School
Employed
26.844655
Rural
Basic
0
4
752
2
2021-05-03 15:21:39.132191
Average
Yes
Rarely
Condo
403
1,164,513
56
Female
47,830
Married
0
Bachelor's
Unemployed
29.595096
Urban
Comprehensive
2
2
438
3
2022-03-06 15:21:39.178918
Good
No
Rarely
Condo
834
1,164,514
61
Male
87,562
Divorced
3
PhD
null
20.944014
Rural
Comprehensive
3
12
null
4
2023-01-26 15:21:39.086123
Average
Yes
Rarely
House
3,742
1,164,515
56
Male
57,526
Married
null
High School
Unemployed
10.937706
Rural
Comprehensive
null
11
841
5
2023-10-08 15:21:39.271453
Good
No
Daily
Apartment
384
1,164,516
20
Male
6,927
Married
1
PhD
Employed
46.542195
Suburban
Premium
2
12
645
9
2022-08-04 15:21:39.098696
Good
No
Rarely
Condo
831
1,164,517
31
Female
1,709
Married
0
Master's
null
null
Suburban
Premium
null
3
477
5
2022-07-29 15:21:39.211806
Poor
Yes
Daily
Apartment
1,361
1,164,518
49
Male
5,082
Married
0
PhD
null
14.987416
Rural
Premium
null
12
628
4
2021-11-04 15:21:39.290098
Poor
No
Rarely
Apartment
464
1,164,519
54
Male
14,894
Single
4
Master's
Unemployed
49.838667
Suburban
Comprehensive
1
7
577
5
2021-08-29 15:21:39.279729
Good
No
Rarely
Condo
3,708
1,164,520
55
Male
44,289
Married
4
Master's
null
39.636782
Rural
Basic
null
9
754
6
2022-08-25 15:21:39.134960
Poor
No
Weekly
Condo
1,356
1,164,521
24
Male
63,860
Married
3
PhD
null
50.524933
Rural
Comprehensive
0
17
383
3
2024-03-27 15:21:39.285112
Average
Yes
Monthly
Apartment
461
1,164,522
43
Female
8,685
null
4
Master's
Unemployed
18.817668
Urban
Premium
null
13
713
9
2022-01-24 15:21:39.095696
Poor
No
Daily
Condo
112
1,164,523
34
Male
14,047
Married
4
Master's
null
18.588872
Suburban
Comprehensive
null
17
403
7
2021-09-07 15:21:39.225916
null
Yes
Rarely
Condo
703
1,164,524
48
Male
4,445
Married
3
High School
Employed
17.566217
Rural
Comprehensive
null
14
486
4
2023-06-16 15:21:39.134960
Average
Yes
Daily
Apartment
1,197
1,164,525
61
Male
22,239
Divorced
2
PhD
null
32.371414
Rural
Premium
null
5
589
3
2021-09-07 15:21:39.143708
Good
Yes
Daily
House
2,554
1,164,526
46
Female
93,493
Single
null
High School
Employed
22.981339
Urban
Basic
null
17
429
3
2024-03-14 15:21:39.274993
Poor
No
Monthly
Condo
1,104
1,164,527
30
Male
63,651
Married
3
High School
Unemployed
null
Urban
Comprehensive
0
19
589
7
2019-09-13 15:21:39.134960
Good
Yes
Monthly
Condo
24
1,164,528
32
Female
35,126
Divorced
2
Master's
Unemployed
13.801001
Suburban
Comprehensive
0
6
639
7
2023-01-03 15:21:39.134960
Average
No
Daily
House
673
1,164,529
39
Male
40,552
Married
3
Bachelor's
Unemployed
32.903184
Suburban
Comprehensive
1
19
790
9
2021-07-01 15:21:39.237118
Poor
No
Weekly
Condo
466
1,164,530
39
Female
26,926
Married
4
Master's
Self-Employed
23.065161
Suburban
Premium
0
14
316
7
2023-06-02 15:21:39.191219
Average
Yes
Rarely
Condo
1,112
1,164,531
50
Female
39,729
Single
2
PhD
Employed
4.240865
Rural
Comprehensive
0
17
678
3
2020-12-31 15:21:39.191219
Average
No
Weekly
House
45
1,164,532
47
Male
44,003
Divorced
0
PhD
Employed
14.718721
Suburban
Basic
2
11
728
8
2021-11-26 15:21:39.172097
Good
Yes
Daily
House
839
1,164,533
54
Female
15,331
Divorced
1
High School
Unemployed
33.173002
Suburban
Premium
null
9
501
4
2020-11-20 15:21:39.254678
Poor
No
Monthly
House
1,807
1,164,534
64
Male
6,435
Divorced
4
PhD
Employed
8.184525
Urban
Comprehensive
null
17
762
9
2019-09-06 15:21:39.223901
Poor
Yes
Rarely
Apartment
1,033
1,164,535
40
Male
4,536
Married
2
Bachelor's
Employed
33.564964
Suburban
Comprehensive
1
4
517
4
2022-12-24 15:21:39.187211
null
No
Rarely
Condo
3,278
1,164,536
63
Female
18,208
Married
1
High School
Employed
46.266519
Urban
Basic
null
17
699
5
2023-06-02 15:21:39.226954
Average
Yes
Daily
House
736
1,164,537
37
Male
3,677
Divorced
4
Bachelor's
null
4.083713
Urban
Premium
null
0
524
6
2020-05-26 15:21:39.134960
null
Yes
Rarely
Condo
673
1,164,538
21
Male
66,766
Married
1
High School
Unemployed
43.784852
Rural
Basic
0
5
410
5
2022-12-04 15:21:39.194829
null
Yes
Weekly
Apartment
3,051
1,164,539
45
Male
20,840
Single
1
PhD
Self-Employed
41.453693
Rural
Basic
1
14
393
9
2024-06-07 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,761
1,164,540
28
Female
64,882
Divorced
1
High School
Employed
31.333421
Suburban
Premium
1
15
307
1
2021-10-03 15:21:39.134960
Good
Yes
Weekly
Condo
2,749
1,164,541
23
Female
31,063
Divorced
4
High School
Self-Employed
18.749733
Urban
Premium
null
6
817
2
2023-10-14 15:21:39.245086
Average
Yes
Rarely
Apartment
619
1,164,542
18
Female
14,054
Married
4
High School
Unemployed
15.523971
Urban
Premium
0
13
551
5
2019-12-19 15:21:39.170099
Good
Yes
Rarely
Apartment
944
1,164,543
37
Female
77,937
Single
2
PhD
Self-Employed
17.917287
Rural
Basic
null
18
360
3
2023-09-11 15:21:39.100695
Good
Yes
Daily
Apartment
859
1,164,544
24
Male
139,613
Divorced
null
Bachelor's
Employed
4.664705
Suburban
Premium
0
5
408
5
2020-06-16 15:21:39.134960
Average
Yes
Rarely
House
1,739
1,164,545
20
Female
8,503
Divorced
4
Bachelor's
Self-Employed
20.275896
Urban
Basic
1
6
682
2
2019-09-16 15:21:39.237118
Average
No
Rarely
Apartment
981
1,164,546
26
Male
16,708
Single
4
High School
null
37.822901
Suburban
Premium
null
19
704
5
2023-04-18 15:21:39.134960
Poor
Yes
Rarely
House
1,650
1,164,547
44
Male
5,415
Single
2
PhD
Unemployed
11.994845
Rural
Comprehensive
0
19
641
8
2020-12-12 15:21:39.120168
Good
No
Weekly
House
1,433
1,164,548
32
Male
4,419
Married
0
Master's
Self-Employed
7.883954
Urban
Comprehensive
0
13
359
6
2024-05-31 15:21:39.205850
Average
No
Monthly
Apartment
90
1,164,549
59
Female
54,564
null
1
PhD
null
10.306518
Rural
Premium
0
12
381
4
2021-01-18 15:21:39.279729
Average
Yes
Monthly
Apartment
454
1,164,550
20
Female
605
Divorced
3
High School
null
27.952922
Suburban
Basic
null
16
389
2
2019-11-05 15:21:39.237118
Average
No
Rarely
Apartment
469
1,164,551
42
Female
20,495
Married
1
Bachelor's
Self-Employed
17.286512
Suburban
Premium
3
4
534
9
2021-06-26 15:21:39.134960
Average
No
Monthly
Apartment
1,691
1,164,552
60
Female
34,241
Single
2
PhD
Self-Employed
34.99972
Urban
Basic
null
15
623
3
2024-02-10 15:21:39.134960
Poor
No
Rarely
House
773
1,164,553
61
Male
35,706
Divorced
3
PhD
Unemployed
32.853647
Rural
Comprehensive
1
16
null
3
2020-07-30 15:21:39.155231
Good
No
Weekly
Condo
571
1,164,554
null
Male
28,332
Single
0
High School
null
10.519895
Rural
Premium
2
4
439
2
2022-09-13 15:21:39.282785
Good
Yes
Rarely
Condo
454
1,164,555
28
Male
29,003
Married
1
High School
Self-Employed
null
Rural
Premium
2
7
381
4
2023-03-03 15:21:39.155231
Good
No
Weekly
House
671
1,164,556
26
Male
6,914
Divorced
4
PhD
null
null
Rural
Comprehensive
null
15
null
1
2020-01-11 15:21:39.263607
Poor
No
Daily
Apartment
593
1,164,557
25
Male
9,750
Single
4
High School
null
22.275413
Urban
Basic
0
13
739
8
2021-01-28 15:21:39.237118
Good
Yes
Weekly
Condo
495
1,164,558
62
Male
1,576
Divorced
3
PhD
null
34.264912
Urban
Premium
null
3
731
5
2022-12-07 15:21:39.169102
Average
No
Weekly
Condo
39
1,164,559
41
Male
77,974
Married
4
Master's
Unemployed
4.8483
Urban
Comprehensive
0
0
468
9
2020-10-16 15:21:39.228521
Poor
Yes
Monthly
Condo
2,144
1,164,560
40
Male
2,373
Divorced
3
Master's
null
17.486862
Rural
Basic
0
13
506
7
2020-09-19 15:21:39.171102
Poor
Yes
Daily
House
4,051
1,164,561
36
Female
24
Divorced
4
PhD
null
23.050167
Rural
Comprehensive
1
14
466
5
2022-02-07 15:21:39.283783
Poor
No
Rarely
Condo
526
1,164,562
51
Male
7,894
Married
1
PhD
null
null
Rural
Comprehensive
1
19
642
3
2024-02-13 15:21:39.155231
Poor
Yes
Monthly
House
710
1,164,563
57
Male
16,042
Married
null
High School
null
30.636984
Urban
Comprehensive
1
7
609
9
2022-07-04 15:21:39.189223
Poor
Yes
Rarely
Apartment
708
1,164,564
18
Male
14,328
Single
3
Bachelor's
Employed
30.74217
Rural
Premium
2
2
314
8
2024-07-14 15:21:39.134960
Poor
Yes
Rarely
Condo
1,052
1,164,565
64
Female
3,173
Married
4
Master's
Unemployed
5.999434
Suburban
Premium
null
2
452
5
2024-05-19 15:21:39.245086
Average
Yes
Weekly
Condo
728
1,164,566
35
Male
5,070
Married
4
Bachelor's
Unemployed
null
Urban
Basic
0
10
766
4
2021-02-24 15:21:39.155231
Average
No
Weekly
House
1,410
1,164,567
19
Male
64,448
Divorced
3
Bachelor's
Self-Employed
16.093721
Suburban
Comprehensive
0
6
368
2
2023-05-04 15:21:39.237118
Good
No
Rarely
House
1,445
1,164,568
28
Female
34,392
Divorced
0
PhD
null
21.481569
Suburban
Premium
null
9
836
8
2022-08-29 15:21:39.113566
Good
No
Monthly
House
1,807
1,164,569
58
Female
58,185
Married
0
Bachelor's
Self-Employed
31.979656
Suburban
Basic
null
8
303
2
2021-07-26 15:21:39.155231
Average
No
Rarely
Condo
1,195
1,164,570
24
Female
14,073
Single
2
PhD
Self-Employed
25.934734
Rural
Basic
1
10
829
2
2022-10-07 15:21:39.217387
Average
Yes
Daily
Apartment
947
1,164,571
41
Female
2,772
Divorced
1
Bachelor's
Self-Employed
17.687035
Urban
Comprehensive
1
10
816
5
2019-11-04 15:21:39.155231
null
Yes
Weekly
House
2,446
1,164,572
62
Female
12,110
Divorced
null
Master's
null
18.638474
Urban
Premium
null
1
502
8
2019-08-28 15:21:39.252145
Good
No
Monthly
Apartment
3,024
1,164,573
20
Male
16,063
Married
0
High School
Employed
23.819269
Urban
Premium
2
6
363
5
2022-12-26 15:21:39.212862
null
Yes
Rarely
House
1,059
1,164,574
33
Male
127,773
Divorced
3
Master's
Employed
null
Rural
Comprehensive
null
14
493
9
2022-08-09 15:21:39.101733
Good
Yes
Rarely
Condo
722
1,164,575
53
Male
14,216
Divorced
2
Bachelor's
Self-Employed
6.70164
Rural
Basic
1
17
471
4
2024-01-29 15:21:39.095696
Good
No
Rarely
Apartment
551
1,164,576
31
Female
16,245
Single
1
PhD
null
17.822607
Suburban
Premium
null
0
656
7
2022-12-23 15:21:39.191219
Poor
Yes
Weekly
House
553
1,164,577
51
Male
null
Single
3
PhD
Employed
37.51373
Suburban
Premium
2
7
328
1
2024-02-25 15:21:39.216387
Poor
No
Weekly
House
55
1,164,578
42
Male
16,054
Married
1
High School
Unemployed
24.813673
Rural
Basic
1
18
647
7
2020-04-14 15:21:39.134960
Average
No
Weekly
House
726
1,164,579
41
Male
141,934
Married
3
Master's
null
10.45945
Suburban
Comprehensive
1
11
382
3
2021-04-12 15:21:39.237118
Good
No
Weekly
Condo
839
1,164,580
30
Male
7,094
Married
4
PhD
null
31.791694
Suburban
Premium
null
6
776
9
2020-07-16 15:21:39.082499
Poor
Yes
Monthly
Apartment
1,453
1,164,581
42
Male
18,296
Single
0
Bachelor's
Self-Employed
42.34233
Urban
Basic
2
16
765
1
2021-07-18 15:21:39.237118
Poor
No
Daily
Condo
289
1,164,582
19
Female
30,981
Married
1
High School
null
38.654613
Suburban
Comprehensive
null
14
791
1
2020-08-31 15:21:39.226954
null
Yes
Rarely
House
1,411
1,164,583
41
Female
null
Divorced
0
Master's
Employed
15.845396
Rural
Premium
2
19
400
2
2024-06-04 15:21:39.198406
Poor
No
Monthly
Apartment
231
1,164,584
54
Male
7,036
Single
2
Master's
Employed
37.242491
Urban
Comprehensive
0
12
736
4
2020-10-24 15:21:39.084065
Good
Yes
Daily
Apartment
1,255
1,164,585
40
Female
3,710
Single
null
PhD
null
5.797361
Suburban
Premium
2
19
null
9
2023-01-29 15:21:39.210805
Poor
Yes
Monthly
House
439
1,164,586
38
Male
38,982
Divorced
2
Master's
Employed
34.63659
Suburban
Premium
3
2
622
1
2021-07-03 15:21:39.246098
Poor
Yes
Monthly
House
903
1,164,587
57
Male
74,069
Single
0
Master's
null
19.725561
Rural
Comprehensive
0
18
744
8
2019-12-27 15:21:39.274993
Good
No
Weekly
Condo
3,630
1,164,588
30
Female
46,315
Married
3
PhD
Unemployed
3.917144
Suburban
Premium
null
17
584
5
2019-08-30 15:21:39.229482
Poor
No
Monthly
Condo
856
1,164,589
27
Male
97,905
Married
2
PhD
null
22.692625
Suburban
Premium
null
6
432
9
2022-12-22 15:21:39.155231
Good
No
Rarely
House
1,595
1,164,590
22
Female
20,797
Married
1
Bachelor's
Unemployed
38.071398
Urban
Comprehensive
1
1
684
6
2020-06-28 15:21:39.102694
Average
Yes
Monthly
Condo
695
1,164,591
44
Male
1,316
Single
null
Bachelor's
Employed
41.615971
Suburban
Basic
4
17
659
4
2020-06-15 15:21:39.175719
null
No
Weekly
Apartment
1,327
1,164,592
27
Female
6,098
Single
null
PhD
null
19.923899
Urban
Basic
0
5
587
8
2023-05-28 15:21:39.096739
Good
No
Rarely
House
801
1,164,593
63
Female
3,483
Single
0
PhD
Unemployed
29.296919
Rural
Basic
0
13
372
9
2021-12-23 15:21:39.249100
Poor
No
Rarely
Apartment
1,228
1,164,594
28
Male
5,621
Divorced
0
PhD
null
25.155983
Suburban
Premium
1
13
725
3
2020-02-10 15:21:39.155231
Average
No
Monthly
Condo
270
1,164,595
31
Female
119
Single
2
Bachelor's
Self-Employed
50.746281
Rural
Comprehensive
null
10
696
7
2024-08-05 15:21:39.245086
Good
Yes
Monthly
Condo
899
1,164,596
21
Female
59,611
Single
0
PhD
Employed
19.933668
Rural
Basic
null
17
375
5
2022-08-20 15:21:39.155231
Good
No
Weekly
Apartment
3,351
1,164,597
47
Male
15,284
Divorced
2
Master's
null
43.726843
Rural
Premium
null
12
null
7
2023-09-04 15:21:39.208842
Poor
No
Daily
Apartment
839
1,164,598
36
Female
9,981
Single
2
Master's
null
31.249835
Rural
Basic
0
10
653
3
2022-04-25 15:21:39.172097
Average
No
Daily
Apartment
29
1,164,599
36
Male
32,424
Single
0
Bachelor's
Employed
32.089919
Urban
Basic
null
11
null
4
2020-06-09 15:21:39.155231
Poor
Yes
Monthly
House
1,335