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
12,500
41
Female
38,509
Single
1
PhD
Self-Employed
6.131919
Suburban
Basic
null
10
801
6
2020-04-30 15:21:39.190215
Average
Yes
Monthly
Condo
2,068
12,501
62
Female
2,473
Married
4
Master's
Self-Employed
26.836212
Suburban
Premium
2
4
718
8
2021-06-07 15:21:39.130190
Good
Yes
Weekly
House
477
12,502
36
Male
44,700
Single
1
Master's
Employed
21.468811
Urban
Basic
0
15
686
5
2023-10-31 15:21:39.289099
null
Yes
Monthly
House
805
12,503
22
Male
82,725
Single
1
High School
null
22.830956
Urban
Comprehensive
null
8
471
5
2022-04-01 15:21:39.194829
null
No
Rarely
Apartment
688
12,504
34
Male
39,680
Divorced
1
Bachelor's
Unemployed
12.928924
Suburban
Comprehensive
1
8
844
7
2022-04-08 15:21:39.154008
Good
No
Rarely
House
997
12,505
22
Male
568
Married
0
Bachelor's
Employed
25.674526
Suburban
Premium
2
1
636
3
2023-05-17 15:21:39.173834
Average
Yes
Weekly
Condo
1,144
12,506
53
Female
null
Single
3
Bachelor's
Unemployed
24.692587
Suburban
Premium
1
1
415
6
2021-11-04 15:21:39.237118
Poor
No
Daily
House
1,181
12,507
18
Male
23,952
Single
2
High School
Self-Employed
18.073013
Urban
Comprehensive
1
19
null
6
2023-03-11 15:21:39.105504
Poor
Yes
Daily
Apartment
33
12,508
45
Female
28,672
Married
1
PhD
null
35.619389
Rural
Comprehensive
0
2
844
7
2024-06-09 15:21:39.094752
Poor
Yes
Weekly
Apartment
471
12,509
43
Female
2,383
Married
3
Bachelor's
Employed
30.984041
Rural
Basic
2
16
383
6
2023-07-21 15:21:39.215386
Average
Yes
Monthly
Condo
1,855
12,510
51
Male
20,660
Divorced
2
Bachelor's
null
35.522829
Suburban
Comprehensive
0
1
584
4
2023-02-27 15:21:39.092127
Good
No
Daily
House
80
12,511
40
Female
62,350
Married
1
Bachelor's
null
10.524866
Rural
Premium
2
13
681
2
2021-07-05 15:21:39.143476
Poor
Yes
Daily
Apartment
227
12,512
44
Female
129,611
Single
3
Master's
null
37.526439
Urban
Premium
3
14
340
7
2022-02-15 15:21:39.134960
null
Yes
Monthly
Condo
646
12,513
43
Male
23,590
Divorced
2
Master's
null
51.89845
Urban
Comprehensive
0
5
695
1
2022-04-17 15:21:39.134960
Poor
Yes
Daily
Apartment
590
12,514
58
Female
2,689
Single
0
Master's
Unemployed
null
Rural
Premium
1
0
628
5
2022-03-31 15:21:39.155231
Poor
Yes
Rarely
Condo
447
12,515
59
Female
8,945
Single
0
High School
Unemployed
51.341174
Urban
Premium
null
6
734
9
2021-05-13 15:21:39.155231
Average
Yes
Weekly
Apartment
497
12,516
50
Female
null
Divorced
null
High School
null
36.796853
Rural
Comprehensive
2
5
796
1
2021-07-13 15:21:39.145732
Average
No
Monthly
Apartment
33
12,517
44
Female
20,597
Single
4
Master's
null
50.829591
Rural
Premium
0
11
846
2
2022-03-07 15:21:39.134960
null
No
Daily
House
721
12,518
30
Male
null
Single
1
Master's
Employed
36.011634
Urban
Comprehensive
3
15
414
2
2021-05-05 15:21:39.230483
Good
Yes
Rarely
Apartment
1,318
12,519
51
Male
4,095
Single
0
High School
Employed
43.596728
Urban
Basic
0
18
354
8
2021-03-11 15:21:39.169102
Good
Yes
Weekly
Apartment
106
12,520
21
Male
117,071
null
1
Bachelor's
Unemployed
12.792556
Suburban
Basic
2
10
622
1
2020-10-21 15:21:39.281787
Average
No
Weekly
Apartment
646
12,521
62
Female
135,967
Divorced
null
Bachelor's
null
25.496577
Rural
Comprehensive
1
19
450
8
2021-03-23 15:21:39.155231
Average
Yes
Rarely
House
2,691
12,522
64
Male
16,641
Single
0
PhD
null
29.829807
Suburban
Premium
0
16
464
4
2023-07-31 15:21:39.237118
Poor
No
Daily
Apartment
973
12,523
31
Male
6,365
Single
2
Master's
null
33.744691
Rural
Basic
null
3
null
1
2022-08-20 15:21:39.106582
Poor
Yes
Daily
Condo
255
12,524
36
Female
61,735
Married
3
Bachelor's
Unemployed
52.057765
Rural
Basic
1
19
null
7
2023-07-17 15:21:39.155231
Average
No
Weekly
Condo
1,284
12,525
37
Female
6,106
Divorced
4
Master's
Unemployed
14.824361
Rural
Basic
0
5
623
3
2020-01-21 15:21:39.151732
Good
Yes
Daily
Condo
744
12,526
47
Female
81,044
Married
3
Bachelor's
Self-Employed
30.093943
Urban
Basic
null
10
487
1
2020-09-12 15:21:39.134960
Average
Yes
Daily
Condo
2,148
12,527
50
Female
null
Single
4
High School
Unemployed
17.955745
Urban
Premium
null
15
632
9
2020-04-10 15:21:39.235012
Good
Yes
Daily
Apartment
48
12,528
56
Female
1,499
Married
3
Master's
Employed
22.685074
Suburban
Basic
3
12
513
9
2023-04-20 15:21:39.278402
Average
No
Monthly
House
568
12,529
40
Female
23,168
Married
2
Bachelor's
null
15.881873
Rural
Comprehensive
0
14
685
1
2024-05-31 15:21:39.269494
Good
Yes
Monthly
Condo
1,308
12,530
49
Female
2,824
Single
2
High School
Unemployed
22.8339
Urban
Premium
0
2
567
9
2023-03-23 15:21:39.288099
Average
Yes
Weekly
Apartment
434
12,531
51
Female
24,983
Divorced
3
High School
Employed
6.865669
Rural
Premium
null
16
545
6
2024-03-19 15:21:39.237118
Poor
No
Monthly
Apartment
519
12,532
47
Male
35,411
Divorced
4
Master's
Unemployed
27.892425
Urban
Comprehensive
1
7
562
6
2021-04-13 15:21:39.146733
Good
Yes
Monthly
Apartment
1,085
12,533
34
Female
42,252
Married
2
High School
Employed
10.90881
Rural
Comprehensive
0
2
407
1
2020-12-25 15:21:39.276901
Poor
No
Monthly
Condo
3,341
12,534
44
Male
45,445
Single
0
Bachelor's
Unemployed
49.818971
Urban
Premium
null
9
713
7
2021-03-09 15:21:39.254678
Good
No
Weekly
House
1,030
12,535
47
Male
1,460
Married
0
Master's
Self-Employed
null
Rural
Premium
1
4
685
9
2023-01-27 15:21:39.134960
Poor
Yes
Monthly
House
586
12,536
62
Male
null
Divorced
1
Master's
Self-Employed
8.264557
Suburban
Basic
1
0
796
2
2024-06-07 15:21:39.102694
Average
Yes
Rarely
Condo
100
12,537
50
Male
55,868
Married
4
PhD
Self-Employed
10.458902
Rural
Premium
null
12
401
1
2020-10-02 15:21:39.194829
Average
Yes
Daily
Apartment
714
12,538
51
Male
2,414
Single
2
High School
Employed
31.139526
Rural
Comprehensive
0
10
null
2
2021-04-09 15:21:39.123711
Poor
No
Daily
House
2,072
12,539
38
Female
2,596
Single
0
High School
Unemployed
18.585523
Rural
Premium
0
11
725
2
2022-03-07 15:21:39.237118
null
Yes
Weekly
House
1,541
12,540
39
Male
1,789
Married
4
Bachelor's
Employed
28.42082
Rural
Basic
1
2
601
7
2022-10-14 15:21:39.113566
Average
Yes
Rarely
House
266
12,541
46
Female
30,442
Single
0
Master's
null
39.240188
Rural
Basic
null
11
772
7
2020-12-13 15:21:39.105504
Good
Yes
Monthly
Apartment
20
12,542
28
Male
38,316
Married
2
Master's
null
22.087341
Suburban
Basic
1
5
828
2
2023-12-15 15:21:39.118178
Average
Yes
Rarely
House
1,330
12,543
51
Male
53,394
Single
null
High School
Self-Employed
33.716128
Rural
Comprehensive
1
9
790
7
2024-02-12 15:21:39.114118
Poor
No
Daily
House
204
12,544
55
Female
35,495
Divorced
1
Bachelor's
Unemployed
31.564784
Urban
Basic
1
6
818
8
2023-04-04 15:21:39.247098
Average
Yes
Rarely
Condo
1,055
12,545
63
Female
12,981
Married
4
PhD
Employed
12.411318
Rural
Comprehensive
null
3
null
4
2022-05-11 15:21:39.133866
Good
Yes
Daily
Condo
119
12,546
59
Male
35,017
Married
0
High School
null
7.979387
Suburban
Comprehensive
2
16
762
9
2023-02-03 15:21:39.192212
Poor
Yes
Monthly
House
1,363
12,547
40
Male
39,482
Married
3
Master's
Self-Employed
23.78233
Rural
Comprehensive
1
17
567
1
2022-12-10 15:21:39.185215
Poor
Yes
Daily
Apartment
1,128
12,548
null
Female
636
Divorced
null
Bachelor's
Employed
10.854349
Urban
Premium
2
5
526
8
2021-11-06 15:21:39.176717
Average
Yes
Daily
Condo
1,086
12,549
47
Male
4,624
Married
null
Master's
null
35.953734
Rural
Comprehensive
2
2
712
6
2024-05-15 15:21:39.088124
Poor
Yes
Rarely
Condo
1,526
12,550
64
Female
16,281
Married
2
Master's
null
46.891686
Suburban
Premium
1
1
464
6
2022-05-08 15:21:39.130190
Average
No
Monthly
House
1,879
12,551
34
Female
59,089
Divorced
3
Bachelor's
null
35.811146
Urban
Comprehensive
1
18
397
3
2021-08-12 15:21:39.192212
Average
No
Monthly
House
2,067
12,552
38
Male
17,881
Married
2
Bachelor's
Self-Employed
11.44006
Urban
Comprehensive
2
11
607
2
2024-02-13 15:21:39.117183
Average
No
Monthly
Condo
1,597
12,553
22
Male
18,054
Single
0
Bachelor's
Unemployed
36.810218
Rural
Basic
null
3
664
8
2021-12-22 15:21:39.254678
Average
No
Monthly
Apartment
1,507
12,554
41
Male
929
Single
0
Bachelor's
Self-Employed
null
Urban
Premium
null
17
null
7
2023-11-04 15:21:39.237118
Average
No
Rarely
Condo
1,431
12,555
57
Female
635
Married
0
Master's
Self-Employed
null
Urban
Basic
0
3
528
6
2022-12-27 15:21:39.134960
Good
Yes
Weekly
House
686
12,556
62
Female
39,151
Divorced
3
Bachelor's
Self-Employed
37.358817
Rural
Comprehensive
0
11
709
9
2024-01-30 15:21:39.152732
Poor
Yes
Weekly
House
2,579
12,557
22
Male
6,941
Married
4
High School
null
18.123761
Urban
Comprehensive
2
17
531
7
2023-02-09 15:21:39.245086
Good
No
Weekly
Apartment
1,753
12,558
29
Male
3,193
Divorced
2
Master's
null
17.717787
Urban
Premium
1
14
471
3
2020-08-05 15:21:39.120168
null
No
Monthly
House
903
12,559
64
Male
142,073
Single
1
High School
null
11.096147
Suburban
Premium
1
2
332
5
2020-12-08 15:21:39.188220
Good
No
Weekly
Apartment
518
12,560
51
Male
68,426
Divorced
1
PhD
Employed
14.878604
Suburban
Basic
null
14
509
2
2023-12-02 15:21:39.087123
Average
Yes
Weekly
Apartment
3,149
12,561
43
Male
25,343
Divorced
0
High School
Self-Employed
3.635964
Suburban
Comprehensive
0
4
635
7
2023-03-30 15:21:39.155231
Average
No
Weekly
House
1,058
12,562
55
Female
1,126
Divorced
2
High School
Unemployed
20.31462
Rural
Comprehensive
2
10
432
3
2022-09-18 15:21:39.134960
Poor
Yes
Monthly
House
1,204
12,563
null
Female
6,925
Married
3
High School
null
16.939148
Urban
Comprehensive
null
9
null
1
2021-06-19 15:21:39.226954
Poor
No
Weekly
House
24
12,564
48
Female
99,835
Married
0
PhD
Employed
22.331785
Rural
Basic
3
9
438
4
2021-11-26 15:21:39.151732
Average
Yes
Monthly
Apartment
1,383
12,565
35
Female
58,770
Divorced
3
High School
null
24.066013
Urban
Premium
1
19
758
2
2021-05-07 15:21:39.155231
Good
Yes
Rarely
Condo
106
12,566
56
Male
30,861
Single
4
High School
Employed
45.691205
Suburban
Comprehensive
null
9
598
2
2021-09-29 15:21:39.155231
Good
No
Weekly
Condo
479
12,567
45
Female
45,905
Single
1
High School
Self-Employed
34.573053
Rural
Basic
1
17
791
4
2020-08-23 15:21:39.237118
Average
Yes
Monthly
House
576
12,568
21
Male
43,745
Single
2
Master's
Self-Employed
40.923803
Rural
Comprehensive
0
5
null
1
2020-03-04 15:21:39.223901
Average
No
Rarely
House
531
12,569
36
Female
20,695
Divorced
1
High School
Self-Employed
22.819104
Rural
Comprehensive
1
8
685
7
2020-10-26 15:21:39.084065
Good
Yes
Weekly
House
715
12,570
54
Female
29,113
Divorced
4
Bachelor's
null
30.347943
Suburban
Comprehensive
0
5
679
1
2022-05-12 15:21:39.237118
Good
Yes
Monthly
Condo
2,814
12,571
52
Male
17,884
Divorced
0
High School
Unemployed
10.938157
Urban
Basic
1
3
null
3
2024-05-20 15:21:39.155231
Poor
Yes
Rarely
Condo
424
12,572
36
Male
24,664
Married
2
PhD
Unemployed
49.146619
Rural
Premium
null
9
null
9
2020-11-13 15:21:39.237118
null
No
Daily
Condo
2,028
12,573
61
Female
29,062
Single
3
High School
Self-Employed
11.907345
Urban
Basic
null
12
672
5
2020-02-26 15:21:39.155231
Good
No
Daily
Condo
1,357
12,574
55
Male
3,129
Married
2
PhD
Employed
16.272677
Urban
Premium
null
11
328
7
2022-09-03 15:21:39.084065
null
No
Monthly
Apartment
518
12,575
48
Male
10,360
Single
4
Bachelor's
null
7.91451
Rural
Premium
0
17
659
2
2021-07-06 15:21:39.274993
Average
No
Monthly
Condo
1,168
12,576
59
Female
30,881
Single
4
Master's
Employed
26.893344
Urban
Premium
0
6
592
1
2019-12-14 15:21:39.134960
Good
Yes
Monthly
Apartment
2,271
12,577
18
Female
89,866
Single
2
Bachelor's
Employed
8.946307
Suburban
Premium
null
12
446
5
2021-09-25 15:21:39.237118
Average
No
Weekly
Condo
2,146
12,578
20
Female
45,704
Married
2
PhD
null
15.071457
Suburban
Basic
2
15
null
8
2020-06-01 15:21:39.237118
Good
Yes
Weekly
Apartment
2,039
12,579
32
Male
2,482
Single
0
Master's
Employed
null
Rural
Comprehensive
1
8
766
6
2024-03-03 15:21:39.279729
Poor
Yes
Weekly
Condo
1,414
12,580
36
Female
30,892
Single
0
Master's
Unemployed
18.493699
Urban
Basic
0
19
474
5
2024-04-22 15:21:39.126661
Average
Yes
Monthly
Apartment
1,046
12,581
37
Male
26,667
Single
4
High School
Unemployed
26.907952
Rural
Premium
0
10
488
8
2023-05-13 15:21:39.111551
Poor
No
Monthly
Apartment
552
12,582
49
Female
38,651
Single
2
Bachelor's
Unemployed
18.67008
Urban
Premium
null
18
522
5
2024-06-12 15:21:39.182597
Average
Yes
Daily
Apartment
1,466
12,583
22
Female
11,402
Married
1
PhD
Self-Employed
24.290559
Suburban
Comprehensive
1
3
541
5
2020-11-17 15:21:39.085129
Poor
No
Rarely
Apartment
1,141
12,584
44
Male
15,380
Married
4
High School
Employed
25.922685
Urban
Comprehensive
null
0
443
8
2020-07-28 15:21:39.134960
null
No
Daily
Condo
1,363
12,585
40
Female
44,915
Single
1
High School
null
28.859792
Rural
Comprehensive
null
6
622
7
2023-04-28 15:21:39.134960
Good
No
Weekly
Condo
964
12,586
30
Male
11,998
Married
4
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
12
831
8
2023-07-27 15:21:39.120168
Good
Yes
Monthly
Apartment
1,326
12,587
43
Male
38,253
Divorced
3
High School
Self-Employed
19.58
Rural
Premium
null
19
649
9
2021-06-19 15:21:39.256696
Poor
No
Weekly
Apartment
527
12,588
34
Female
25,168
Divorced
2
Bachelor's
null
25.94577
Suburban
Premium
0
19
694
9
2020-05-05 15:21:39.188220
Average
No
Weekly
Condo
1,396
12,589
59
Male
72,868
Married
0
Master's
null
37.480195
Urban
Basic
2
19
780
5
2022-08-19 15:21:39.132191
Good
No
Daily
Condo
2,709
12,590
47
Female
37,407
Divorced
3
Master's
Employed
33.846
Rural
Comprehensive
null
7
462
1
2021-05-09 15:21:39.256696
Average
Yes
Rarely
Condo
1,465
12,591
55
Male
47,104
Single
0
Bachelor's
null
23.854224
Urban
Basic
1
14
836
5
2023-05-10 15:21:39.189223
Average
No
Rarely
Condo
47
12,592
57
Male
7,900
Single
2
Master's
Self-Employed
21.173052
Urban
Premium
0
10
null
6
2020-05-20 15:21:39.134960
Average
Yes
Rarely
Condo
568
12,593
61
Female
72,767
Married
2
PhD
Unemployed
35.71118
Suburban
Basic
null
9
702
2
2021-12-30 15:21:39.155231
null
No
Daily
Apartment
37
12,594
25
Female
45,442
null
1
PhD
Unemployed
43.888981
Rural
Premium
null
15
813
3
2022-11-24 15:21:39.155231
Poor
No
Monthly
Condo
578
12,595
57
Female
91,562
Married
3
Master's
Self-Employed
36.83764
Urban
Comprehensive
null
18
589
9
2020-07-09 15:21:39.192212
Good
Yes
Daily
Apartment
109
12,596
46
Male
45,785
Married
0
Master's
null
18.789999
Suburban
Basic
1
15
null
9
2023-02-22 15:21:39.155231
Poor
Yes
Weekly
House
2,143
12,597
49
Female
null
Married
4
Master's
Self-Employed
26.41783
Rural
Basic
0
17
346
9
2021-03-09 15:21:39.259788
Good
No
Daily
House
2,186
12,598
54
Male
33,594
Married
null
PhD
Unemployed
14.835755
Urban
Comprehensive
1
11
712
1
2022-08-15 15:21:39.253660
Good
No
Rarely
Apartment
392
12,599
25
Female
59,927
Single
0
Master's
Self-Employed
null
Rural
Premium
1
9
595
4
2023-06-20 15:21:39.102694
Poor
Yes
Rarely
Condo
1,839