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
43,500
54
Female
18,190
Single
4
Bachelor's
null
17.376597
Suburban
Basic
0
6
551
1
2022-12-21 15:21:39.155231
Good
No
Weekly
Condo
1,762
43,501
55
Female
27,382
Divorced
2
Master's
null
32.998855
Suburban
Premium
null
10
437
7
2022-06-14 15:21:39.261856
Poor
No
Weekly
Apartment
2,200
43,502
55
Female
null
Married
2
Master's
Self-Employed
25.859239
Suburban
Basic
3
0
310
4
2020-08-16 15:21:39.282785
null
Yes
Monthly
House
542
43,503
18
Male
34,647
Single
4
Bachelor's
Employed
29.936997
Rural
Basic
1
16
533
2
2021-08-25 15:21:39.222387
Good
Yes
Weekly
Condo
882
43,504
48
Female
24,959
Married
1
Master's
Self-Employed
24.955133
Suburban
Comprehensive
null
15
336
9
2023-05-09 15:21:39.224915
Good
Yes
Rarely
House
1,071
43,505
58
Female
18,042
Married
0
Bachelor's
Unemployed
30.183315
Rural
Basic
0
14
null
8
2021-03-17 15:21:39.226954
Average
No
Monthly
House
1,630
43,506
19
Female
823
Single
2
Bachelor's
Employed
19.638015
Urban
Comprehensive
3
1
646
2
2023-01-23 15:21:39.134960
Good
Yes
Monthly
Apartment
1,107
43,507
24
Female
54,916
Divorced
4
High School
null
24.938393
Suburban
Premium
1
11
354
1
2020-04-01 15:21:39.091080
Average
Yes
Monthly
Condo
155
43,508
57
Male
11,440
Single
null
Bachelor's
Unemployed
12.797725
Rural
Premium
2
14
626
2
2024-03-27 15:21:39.179186
Good
Yes
Rarely
House
695
43,509
26
Male
46,672
Divorced
1
High School
Employed
13.287817
Rural
Premium
1
5
481
5
2020-09-21 15:21:39.283783
Average
No
Rarely
Condo
391
43,510
29
Female
26,330
Single
4
Bachelor's
Employed
50.879628
Urban
Basic
1
19
759
9
2022-07-07 15:21:39.184157
Average
No
Weekly
Apartment
2,658
43,511
26
Male
42,110
Married
3
High School
Employed
19.078266
Urban
Basic
1
1
573
8
2023-09-05 15:21:39.288099
Poor
Yes
Rarely
Apartment
834
43,512
32
Male
19,738
Single
2
High School
Unemployed
19.695534
Rural
Premium
0
2
595
7
2020-10-26 15:21:39.237118
Poor
No
Rarely
Apartment
3,533
43,513
50
Female
1,571
Single
0
Master's
Unemployed
32.952972
Rural
Comprehensive
null
7
374
6
2022-03-03 15:21:39.186212
Good
No
Weekly
Condo
3,036
43,514
34
Male
9,978
Single
4
Master's
Self-Employed
null
Urban
Comprehensive
null
3
815
8
2022-07-07 15:21:39.086123
Good
No
Rarely
House
981
43,515
38
Female
28,332
Single
1
Master's
Self-Employed
34.243031
Urban
Premium
2
18
447
1
2023-11-02 15:21:39.282785
Good
Yes
Monthly
Apartment
2,087
43,516
49
Male
32,981
Divorced
4
Bachelor's
Employed
7.79731
Rural
Basic
null
17
null
4
2022-11-17 15:21:39.131192
Poor
Yes
Weekly
Condo
591
43,517
40
Male
1,577
Single
3
PhD
Employed
37.685501
Urban
Basic
null
5
391
1
2020-12-14 15:21:39.155231
Poor
No
Rarely
Apartment
482
43,518
56
Female
3,718
Married
2
Bachelor's
Employed
7.144832
Urban
Basic
3
8
814
8
2021-08-18 15:21:39.283783
Good
Yes
Daily
Condo
438
43,519
39
Male
2,840
Single
3
High School
Unemployed
32.77765
Suburban
Basic
0
12
391
6
2023-03-20 15:21:39.272456
Average
No
Daily
Condo
213
43,520
61
Female
1,842
Divorced
4
High School
Self-Employed
18.305552
Suburban
Premium
0
18
308
8
2023-10-11 15:21:39.154008
Average
Yes
Rarely
Condo
1,230
43,521
36
Female
34,560
Married
1
Master's
null
24.620512
Urban
Basic
null
7
571
4
2021-08-11 15:21:39.274993
Good
No
Rarely
Apartment
420
43,522
23
Male
6,097
Divorced
4
High School
Unemployed
17.503557
Suburban
Premium
null
17
694
4
2020-05-22 15:21:39.081504
Average
Yes
Monthly
Condo
571
43,523
20
Female
109,869
Married
4
Master's
null
6.187762
Urban
Premium
null
15
441
4
2021-06-30 15:21:39.134960
Average
Yes
Weekly
Apartment
1,276
43,524
42
Male
53,887
Divorced
2
Bachelor's
Self-Employed
51.542209
Rural
Comprehensive
1
3
638
2
2023-09-13 15:21:39.083497
Good
No
Weekly
Apartment
486
43,525
61
Female
5,873
Single
3
PhD
Self-Employed
8.35359
Suburban
Premium
null
14
498
1
2022-11-07 15:21:39.134960
Poor
No
Daily
Condo
391
43,526
62
Female
144,776
Single
3
High School
Unemployed
44.073619
Urban
Comprehensive
3
18
651
3
2024-02-14 15:21:39.134960
null
No
Monthly
Apartment
2,836
43,527
28
Female
3,717
Divorced
0
PhD
Unemployed
17.153603
Rural
Premium
0
10
634
4
2023-07-06 15:21:39.192212
Average
No
Daily
House
119
43,528
45
Male
142,787
Divorced
1
Bachelor's
Unemployed
20.149515
Suburban
Basic
null
8
543
4
2023-09-22 15:21:39.198406
null
No
Monthly
Apartment
2,565
43,529
59
Male
1,571
Divorced
3
High School
Unemployed
22.485219
Suburban
Comprehensive
1
12
627
8
2020-02-03 15:21:39.126661
null
Yes
Rarely
Condo
2,895
43,530
39
Female
62,544
Divorced
3
High School
null
28.91837
Urban
Comprehensive
1
1
324
4
2023-09-06 15:21:39.249100
Good
No
Monthly
House
298
43,531
53
Female
121,566
Single
0
Master's
Unemployed
48.145026
Urban
Premium
2
10
464
3
2023-06-23 15:21:39.118178
Poor
No
Rarely
Condo
2,415
43,532
28
Female
61,353
Married
0
PhD
Unemployed
34.910428
Rural
Comprehensive
0
0
316
4
2023-10-12 15:21:39.134960
Average
No
Rarely
House
634
43,533
43
Male
21,780
Divorced
0
Bachelor's
Unemployed
22.865442
Urban
Basic
null
10
null
1
2024-04-16 15:21:39.255696
Poor
No
Weekly
Condo
954
43,534
27
Female
16,102
Divorced
null
High School
Self-Employed
null
Urban
Premium
0
11
783
3
2021-11-24 15:21:39.145732
Poor
Yes
Weekly
Apartment
1,867
43,535
18
Female
17,098
Single
0
PhD
null
20.566263
Suburban
Comprehensive
null
7
null
9
2022-06-11 15:21:39.256696
Good
Yes
Rarely
Apartment
1,173
43,536
48
Male
76,744
Married
1
PhD
Self-Employed
6.093531
Rural
Basic
2
15
744
1
2022-06-10 15:21:39.286113
Poor
Yes
Rarely
Apartment
120
43,537
54
Female
57,675
Divorced
null
Bachelor's
Employed
29.914353
Rural
Premium
0
5
756
1
2022-02-05 15:21:39.134960
Good
No
Daily
Condo
148
43,538
51
Female
29,759
Married
0
High School
Self-Employed
9.030945
Urban
Premium
1
18
594
2
2023-08-17 15:21:39.196387
Average
No
Weekly
House
860
43,539
38
Female
33,264
Single
4
High School
Self-Employed
22.337346
Rural
Comprehensive
0
4
719
4
2023-11-06 15:21:39.237118
Good
No
Weekly
Condo
894
43,540
51
Male
29,094
Married
null
High School
Unemployed
21.574303
Urban
Comprehensive
0
6
504
9
2023-04-16 15:21:39.261856
Average
Yes
Monthly
House
1,326
43,541
26
Male
3,547
Single
4
PhD
Self-Employed
29.455827
Suburban
Basic
0
5
773
2
2021-10-16 15:21:39.155231
Average
No
Daily
Apartment
27
43,542
18
Male
3,484
Single
3
High School
Employed
8.998044
Urban
Comprehensive
2
17
508
7
2024-04-16 15:21:39.252145
Poor
No
Daily
House
533
43,543
50
Male
null
Divorced
1
Master's
Unemployed
17.611626
Suburban
Premium
1
4
315
7
2024-02-08 15:21:39.255696
Average
Yes
Weekly
House
284
43,544
30
Male
28,883
Single
4
Bachelor's
null
43.469727
Rural
Basic
null
6
758
1
2023-12-28 15:21:39.095696
Average
No
Monthly
Apartment
801
43,545
19
Female
3,075
Divorced
null
PhD
Employed
15.120622
Rural
Premium
0
4
614
2
2021-07-17 15:21:39.281787
Poor
No
Rarely
House
37
43,546
35
Male
null
Divorced
0
Bachelor's
Unemployed
18.953152
Suburban
Basic
0
17
377
7
2020-02-26 15:21:39.169102
Average
Yes
Daily
Condo
1,836
43,547
53
Male
23,460
Divorced
1
High School
Employed
16.552183
Rural
Comprehensive
1
6
469
6
2020-11-29 15:21:39.155231
null
No
Daily
Condo
1,069
43,548
37
Female
66,739
Single
1
PhD
Employed
25.889316
Urban
Basic
2
0
821
7
2020-09-27 15:21:39.154008
Average
No
Weekly
Condo
338
43,549
45
Male
6,096
Married
2
PhD
Self-Employed
19.096987
Urban
Premium
0
2
836
9
2023-07-27 15:21:39.214388
Poor
No
Monthly
Condo
782
43,550
47
Male
18,644
Divorced
0
High School
Employed
null
Suburban
Premium
0
4
792
6
2022-07-07 15:21:39.148733
Poor
Yes
Weekly
Condo
992
43,551
54
Female
46,133
Married
1
High School
Unemployed
15.479995
Suburban
Comprehensive
0
11
null
6
2021-03-30 15:21:39.126661
Poor
Yes
Monthly
Condo
597
43,552
47
Female
28,650
Single
2
High School
null
5.252401
Urban
Comprehensive
2
16
482
7
2019-09-12 15:21:39.096739
Average
No
Rarely
Apartment
819
43,553
27
Male
15,284
Divorced
2
High School
Unemployed
9.904138
Rural
Basic
0
10
607
4
2021-06-23 15:21:39.233998
null
No
Rarely
House
806
43,554
43
Male
25,551
Divorced
1
High School
Unemployed
10.936977
Suburban
Basic
0
18
658
6
2023-09-25 15:21:39.155231
Poor
No
Monthly
Apartment
928
43,555
43
Male
44,633
Married
2
PhD
Employed
29.443038
Rural
Comprehensive
0
4
336
7
2024-02-19 15:21:39.125660
Good
No
Monthly
Apartment
1,371
43,556
27
Male
38,123
Single
0
Bachelor's
Employed
9.519331
Suburban
Premium
2
7
777
5
2022-03-01 15:21:39.290098
Average
No
Weekly
Apartment
1,767
43,557
45
Male
35,644
Single
1
PhD
Self-Employed
11.735575
Suburban
Premium
1
8
759
9
2020-12-22 15:21:39.155231
null
Yes
Monthly
Condo
717
43,558
53
Female
8,799
Married
3
High School
Employed
20.824015
Rural
Comprehensive
null
2
620
2
2024-07-22 15:21:39.185215
Good
No
Rarely
Condo
1,526
43,559
30
Female
18,194
Single
4
High School
Self-Employed
47.472817
Urban
Basic
1
8
515
7
2024-04-19 15:21:39.220389
Average
No
Daily
Condo
1,872
43,560
45
Male
123,843
Divorced
4
High School
Employed
10.812134
Urban
Basic
null
1
407
1
2020-09-07 15:21:39.155231
Good
No
Rarely
House
654
43,561
48
Male
10,843
Married
1
High School
null
41.491687
Rural
Comprehensive
1
8
694
4
2022-10-20 15:21:39.150730
Average
Yes
Weekly
Apartment
2,856
43,562
31
Male
140,433
Married
1
Master's
null
null
Suburban
Comprehensive
1
5
459
7
2022-03-21 15:21:39.279729
Poor
No
Weekly
Apartment
2,113
43,563
32
Female
12,062
Single
3
Master's
Self-Employed
22.739685
Rural
Premium
2
14
772
4
2023-03-24 15:21:39.187211
Poor
No
Daily
Apartment
477
43,564
50
Female
17,107
Divorced
0
High School
Self-Employed
24.735691
Rural
Comprehensive
null
2
661
3
2023-04-29 15:21:39.134960
Good
Yes
Daily
House
880
43,565
60
Female
41,642
Divorced
0
Bachelor's
null
19.673328
Urban
Basic
null
15
623
9
2021-12-28 15:21:39.155231
Good
No
Monthly
Apartment
919
43,566
59
Male
5,469
Married
3
PhD
null
null
Urban
Comprehensive
null
7
835
6
2021-09-02 15:21:39.133866
Average
Yes
Rarely
Condo
618
43,567
48
Male
11,363
Married
4
High School
Unemployed
21.642531
Rural
Basic
0
7
301
2
2020-09-24 15:21:39.197445
Average
Yes
Rarely
House
1,917
43,568
39
Female
148,987
Divorced
2
Master's
Employed
28.868532
Rural
Comprehensive
null
4
424
1
2020-12-04 15:21:39.193945
Poor
Yes
Weekly
Condo
405
43,569
26
Female
26,897
Divorced
2
PhD
null
17.885465
Urban
Basic
null
15
642
6
2021-09-02 15:21:39.155231
Good
Yes
Monthly
Apartment
991
43,570
53
Male
40,385
Single
null
Bachelor's
Unemployed
39.814098
Urban
Comprehensive
1
5
767
1
2024-04-23 15:21:39.106582
Poor
Yes
Monthly
House
1,393
43,571
37
Female
35,358
Married
0
High School
Employed
null
Rural
Premium
3
8
749
3
2023-10-31 15:21:39.237118
null
Yes
Monthly
Apartment
2,652
43,572
42
Female
10,106
Married
0
Master's
Unemployed
29.993333
Rural
Comprehensive
null
1
661
8
2022-10-19 15:21:39.201446
Average
No
Monthly
House
659
43,573
61
Male
125,735
Single
1
Bachelor's
Employed
16.086999
Urban
Basic
null
1
302
1
2022-07-31 15:21:39.237118
Average
No
Weekly
Condo
1,333
43,574
59
Male
18,368
Single
2
High School
null
24.488619
Urban
Basic
0
18
null
4
2021-07-01 15:21:39.148733
Average
No
Monthly
House
3,090
43,575
35
Male
27,982
Married
1
PhD
null
48.816759
Rural
Premium
1
9
644
8
2023-10-04 15:21:39.222387
Average
Yes
Daily
House
561
43,576
48
Male
5,044
Married
0
High School
Unemployed
38.353122
Urban
Comprehensive
2
5
840
8
2023-04-26 15:21:39.237118
Poor
Yes
Weekly
Apartment
4,053
43,577
48
Female
35,244
Single
1
High School
Employed
20.858408
Rural
Premium
null
17
542
6
2022-10-18 15:21:39.219432
Poor
Yes
Daily
Apartment
2,589
43,578
53
Male
17,086
Divorced
1
High School
Employed
12.013567
Suburban
Basic
null
7
796
4
2023-10-30 15:21:39.207847
Average
Yes
Daily
Apartment
1,018
43,579
56
Female
18,054
Married
4
PhD
null
22.887788
Suburban
Basic
1
19
591
9
2020-02-26 15:21:39.132191
Average
Yes
Weekly
Condo
2,479
43,580
20
Female
607
Divorced
2
Master's
Employed
27.140737
Suburban
Premium
0
12
718
9
2022-05-19 15:21:39.085129
null
No
Daily
Apartment
1,033
43,581
31
Male
3,279
Divorced
3
Bachelor's
Self-Employed
10.946647
Rural
Comprehensive
1
15
767
1
2019-09-28 15:21:39.237118
Good
Yes
Rarely
House
977
43,582
30
Male
90,579
Married
1
Master's
Unemployed
3.959504
Urban
Premium
null
1
373
7
2024-04-15 15:21:39.134960
Good
No
Weekly
Apartment
1,451
43,583
58
Male
42,696
Divorced
1
Master's
Unemployed
44.073058
Urban
Premium
1
16
350
1
2023-08-28 15:21:39.169102
Good
No
Monthly
Apartment
3,279
43,584
42
Female
43,836
Divorced
3
Bachelor's
Self-Employed
16.839257
Suburban
Comprehensive
null
13
637
6
2023-05-27 15:21:39.155231
Average
No
Monthly
Condo
588
43,585
25
Male
29,095
Married
1
High School
Unemployed
43.163585
Suburban
Premium
0
16
774
9
2022-12-20 15:21:39.134960
Poor
Yes
Rarely
Condo
479
43,586
36
Female
117,534
Divorced
0
Bachelor's
Employed
42.179613
Urban
Comprehensive
null
3
519
6
2023-03-27 15:21:39.144722
Poor
Yes
Monthly
House
277
43,587
63
Female
488
Single
2
Bachelor's
Unemployed
25.776716
Urban
Premium
0
0
437
2
2021-03-16 15:21:39.194829
Average
No
Weekly
Apartment
461
43,588
32
Male
20,675
Single
1
PhD
null
10.59854
Suburban
Premium
0
11
534
6
2021-02-19 15:21:39.264504
Good
No
Daily
Apartment
551
43,589
52
Female
43,969
Married
4
High School
Unemployed
41.002398
Suburban
Comprehensive
0
7
782
7
2023-01-30 15:21:39.206847
Good
Yes
Weekly
Condo
739
43,590
50
Male
4,901
Single
3
PhD
null
26.06689
Urban
Premium
0
2
570
9
2024-03-25 15:21:39.084065
Good
Yes
Weekly
House
29
43,591
30
Male
17,098
Divorced
0
Bachelor's
null
17.794746
Suburban
Basic
2
11
821
6
2023-01-05 15:21:39.187211
Good
No
Monthly
House
1,104
43,592
34
Female
6,487
Married
0
PhD
Self-Employed
12.814194
Suburban
Premium
null
2
725
3
2023-02-19 15:21:39.134960
Average
Yes
Weekly
Condo
418
43,593
62
Female
43,489
Divorced
1
Bachelor's
Employed
34.133462
Rural
Premium
1
16
729
6
2021-02-05 15:21:39.178717
Average
No
Rarely
Condo
2,536
43,594
41
Female
2,818
Single
2
Master's
Employed
8.443657
Suburban
Comprehensive
0
15
515
9
2019-09-29 15:21:39.237118
Average
Yes
Rarely
House
1,678
43,595
56
Male
1,634
Divorced
1
Master's
null
7.493427
Suburban
Comprehensive
null
13
383
8
2022-01-20 15:21:39.279729
Average
Yes
Daily
Apartment
422
43,596
58
Female
null
Married
2
Bachelor's
Employed
22.085147
Urban
Basic
null
7
609
1
2022-03-15 15:21:39.084065
null
Yes
Rarely
Condo
20
43,597
60
Male
40,489
Divorced
null
High School
Employed
13.564102
Rural
Premium
0
3
711
2
2021-12-05 15:21:39.148733
Poor
No
Monthly
House
568
43,598
44
Female
null
null
3
PhD
Self-Employed
13.890372
Urban
Basic
0
11
801
9
2021-02-05 15:21:39.278402
Average
No
Monthly
House
38
43,599
23
Female
2,876
Divorced
null
Bachelor's
Self-Employed
40.176949
Suburban
Premium
2
1
786
2
2021-05-30 15:21:39.216387
Average
No
Rarely
Apartment
464