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
1,171,600
42
Female
137,716
Married
1
PhD
null
null
Rural
Basic
2
15
805
1
2023-08-18 15:21:39.207847
Average
No
Weekly
Apartment
966
1,171,601
20
Male
1,258
Married
0
Master's
null
6.081804
Urban
Comprehensive
null
7
644
7
2023-08-25 15:21:39.134960
Good
Yes
Monthly
House
394
1,171,602
36
Male
81,734
Married
0
Bachelor's
Employed
51.812242
Urban
Basic
1
18
467
7
2022-03-05 15:21:39.237118
Average
Yes
Rarely
House
1,158
1,171,603
64
Male
75,892
Divorced
1
Bachelor's
Employed
42.518737
Suburban
Premium
2
11
477
1
2021-09-17 15:21:39.134960
Average
Yes
Daily
Condo
3,712
1,171,604
36
Female
4,566
Single
2
High School
Employed
17.634167
Rural
Comprehensive
0
16
510
5
2022-03-12 15:21:39.128286
Good
No
Rarely
Apartment
822
1,171,605
58
Female
45,070
Married
4
Master's
null
8.045967
Rural
Premium
0
4
581
1
2020-01-12 15:21:39.174719
Good
No
Rarely
Condo
1,131
1,171,606
28
Male
65,740
Divorced
0
PhD
Unemployed
50.8708
Rural
Basic
null
6
668
8
2020-01-27 15:21:39.091080
Average
Yes
Rarely
Apartment
3,246
1,171,607
31
Male
43,839
Single
3
Bachelor's
null
23.476023
Rural
Comprehensive
0
18
787
2
2022-03-12 15:21:39.201446
Good
No
Monthly
Apartment
1,356
1,171,608
44
Female
18,093
Single
0
High School
Unemployed
34.838797
Suburban
Premium
0
2
797
6
2022-04-15 15:21:39.134960
Good
Yes
Weekly
House
1,423
1,171,609
39
Male
113,472
Divorced
2
Bachelor's
null
38.839625
Rural
Basic
null
10
394
6
2021-10-04 15:21:39.155231
Good
No
Rarely
Apartment
772
1,171,610
23
Female
43,129
Married
3
PhD
Employed
9.952367
Rural
Premium
null
14
646
4
2021-10-30 15:21:39.134960
Good
No
Weekly
Condo
742
1,171,611
28
Male
59,474
Single
0
Master's
Self-Employed
22.907273
Rural
Premium
1
8
498
5
2024-03-12 15:21:39.237118
Poor
No
Daily
Apartment
1,875
1,171,612
40
Male
15,599
Married
4
Master's
Employed
17.908199
Rural
Premium
0
10
533
9
2021-05-10 15:21:39.237118
Poor
Yes
Weekly
Apartment
352
1,171,613
57
Male
16,078
Married
0
High School
null
27.867437
Urban
Premium
0
12
727
1
2024-08-08 15:21:39.134960
Poor
No
Rarely
House
28
1,171,614
48
Female
30,663
Single
3
PhD
Self-Employed
46.086137
Urban
Comprehensive
0
4
null
2
2021-04-06 15:21:39.155231
Poor
Yes
Monthly
Condo
1,171
1,171,615
57
Female
26,881
Single
4
Master's
null
15.997981
Rural
Premium
1
19
677
6
2023-08-13 15:21:39.168099
Poor
Yes
Monthly
House
1,653
1,171,616
24
Female
6,964
Divorced
0
Master's
Unemployed
43.904203
Suburban
Premium
1
5
null
2
2019-11-19 15:21:39.098696
Average
No
Daily
Condo
1,105
1,171,617
26
Male
29,467
Divorced
1
Master's
Employed
48.182864
Urban
Basic
1
19
462
7
2023-04-16 15:21:39.134960
Average
Yes
Daily
Apartment
2,866
1,171,618
58
Male
6,074
Divorced
1
Master's
Self-Employed
20.966223
Suburban
Basic
1
4
null
2
2023-05-26 15:21:39.224915
Poor
Yes
Rarely
House
508
1,171,619
60
Female
47,207
Divorced
4
Bachelor's
Self-Employed
11.175523
Urban
Basic
0
8
657
7
2023-10-16 15:21:39.226954
Average
Yes
Weekly
Condo
115
1,171,620
40
Male
11,787
Married
0
PhD
Self-Employed
25.072904
Suburban
Premium
1
15
644
3
2023-12-17 15:21:39.199447
Good
Yes
Monthly
Apartment
1,600
1,171,621
27
Female
13,253
Married
1
Master's
null
29.663325
Suburban
Premium
2
16
829
8
2023-03-17 15:21:39.223390
Poor
No
Rarely
House
938
1,171,622
57
Female
101,637
Divorced
1
Master's
Employed
27.492989
Urban
Comprehensive
2
11
null
2
2023-01-27 15:21:39.164044
null
No
Monthly
Apartment
465
1,171,623
40
Male
13,865
Married
0
Master's
Unemployed
24.928013
Urban
Basic
0
13
589
1
2024-08-05 15:21:39.089116
Average
Yes
Daily
Apartment
148
1,171,624
49
Female
5,208
Divorced
2
Master's
Self-Employed
38.129864
Suburban
Premium
1
0
676
4
2021-02-06 15:21:39.122134
Poor
No
Monthly
Condo
1,634
1,171,625
33
Female
17,453
Divorced
null
High School
Employed
24.164943
Rural
Basic
null
3
436
1
2020-11-06 15:21:39.155231
Average
No
Weekly
House
1,056
1,171,626
22
Male
811
Single
0
Bachelor's
Employed
null
Urban
Basic
1
3
null
8
2022-05-18 15:21:39.247098
Average
No
Rarely
House
1,320
1,171,627
36
Male
87,940
Divorced
2
Bachelor's
Unemployed
40.087745
Rural
Comprehensive
0
2
431
3
2022-09-25 15:21:39.194829
Average
Yes
Rarely
Apartment
857
1,171,628
null
Female
19,969
Single
2
Bachelor's
Self-Employed
37.817649
Suburban
Basic
1
3
411
7
2022-07-25 15:21:39.120168
Good
Yes
Monthly
Apartment
967
1,171,629
26
Female
24,752
Single
0
PhD
Employed
28.734667
Urban
Basic
0
19
334
7
2021-08-06 15:21:39.082499
Good
No
Monthly
House
3,070
1,171,630
33
Female
25,502
Married
3
Master's
Self-Employed
39.453787
Urban
Basic
2
11
539
2
2019-11-18 15:21:39.134960
Average
Yes
Monthly
Condo
1,879
1,171,631
null
Female
71,519
Single
3
High School
Unemployed
18.4821
Urban
Comprehensive
1
6
352
5
2023-09-21 15:21:39.237118
null
No
Monthly
Apartment
2,771
1,171,632
20
Male
20,593
Single
1
Bachelor's
Unemployed
36.938733
Urban
Basic
null
18
804
8
2021-10-19 15:21:39.175719
Poor
Yes
Monthly
House
2,645
1,171,633
19
Female
43,414
Married
2
Master's
null
11.057926
Suburban
Premium
1
6
815
3
2020-10-12 15:21:39.274993
Average
Yes
Rarely
Condo
1,102
1,171,634
41
Male
10,713
Married
2
Master's
Employed
19.144721
Urban
Premium
1
3
711
8
2021-11-24 15:21:39.183598
Average
Yes
Daily
Condo
411
1,171,635
57
Female
9,413
Single
4
High School
Employed
42.054449
Urban
Basic
null
9
519
7
2020-07-11 15:21:39.085129
Good
No
Daily
Apartment
857
1,171,636
36
Male
7,063
Single
3
Master's
Self-Employed
44.0756
Rural
Comprehensive
1
13
486
4
2023-05-21 15:21:39.259788
Good
Yes
Rarely
House
1,961
1,171,637
64
Male
63,348
Divorced
1
Master's
Employed
19.844112
Rural
Premium
2
14
452
5
2021-01-12 15:21:39.244069
Good
No
Rarely
Condo
587
1,171,638
25
Male
28,897
Married
4
Master's
Self-Employed
33.582376
Rural
Premium
null
3
470
5
2022-11-28 15:21:39.213373
Average
No
Weekly
Condo
704
1,171,639
62
Female
123,795
Divorced
0
PhD
Employed
32.643383
Suburban
Premium
3
9
784
9
2023-09-30 15:21:39.111551
Good
Yes
Rarely
Condo
2,830
1,171,640
50
Male
5,835
Single
2
High School
Self-Employed
21.584942
Suburban
Basic
null
0
null
7
2023-11-01 15:21:39.186212
Average
Yes
Daily
Apartment
1,435
1,171,641
29
Male
712
Divorced
2
PhD
Self-Employed
12.078169
Rural
Comprehensive
null
3
636
4
2021-10-01 15:21:39.182597
null
Yes
Rarely
House
637
1,171,642
52
Male
27,674
Divorced
2
High School
Unemployed
13.88009
Suburban
Premium
1
0
522
3
2019-10-14 15:21:39.237118
Average
No
Weekly
Condo
926
1,171,643
53
Female
24,255
Divorced
1
Bachelor's
Employed
38.948225
Urban
Comprehensive
null
10
822
4
2021-10-25 15:21:39.166062
Poor
No
Weekly
Condo
651
1,171,644
28
Male
25,148
Married
null
High School
Employed
13.594435
Urban
Comprehensive
0
13
null
4
2020-09-27 15:21:39.155231
Good
Yes
Rarely
Condo
1,770
1,171,645
27
Female
17,140
Married
0
Master's
Self-Employed
null
Rural
Premium
1
17
613
4
2019-10-05 15:21:39.083497
Average
No
Weekly
Apartment
607
1,171,646
30
Female
36,449
Divorced
4
Master's
Self-Employed
37.093804
Urban
Basic
2
17
801
5
2022-09-04 15:21:39.237118
Poor
No
Rarely
Apartment
1,698
1,171,647
49
Male
45,660
Divorced
3
PhD
null
19.813199
Urban
Comprehensive
null
11
667
8
2021-05-05 15:21:39.155231
Average
Yes
Rarely
Apartment
602
1,171,648
19
Male
null
Single
2
Bachelor's
Employed
4.955444
Suburban
Comprehensive
2
14
824
4
2020-04-17 15:21:39.165120
Poor
No
Daily
Condo
119
1,171,649
35
Male
16,111
Single
1
PhD
null
19.849325
Urban
Premium
0
4
690
5
2020-08-31 15:21:39.237118
Good
No
Weekly
Condo
1,004
1,171,650
28
Female
127,950
Single
0
Master's
Unemployed
28.143978
Rural
Premium
null
7
463
4
2021-08-30 15:21:39.250151
Average
Yes
Weekly
Condo
2,626
1,171,651
38
Female
28,897
Divorced
1
Master's
Unemployed
10.836359
Suburban
Comprehensive
null
10
581
8
2020-03-28 15:21:39.155231
Poor
No
Daily
Condo
788
1,171,652
37
Female
65,275
Married
4
PhD
Unemployed
50.958448
Rural
Comprehensive
null
9
441
5
2024-02-16 15:21:39.237118
Good
Yes
Monthly
House
527
1,171,653
50
Female
26,593
Divorced
0
PhD
null
16.132465
Rural
Premium
null
18
812
9
2023-07-15 15:21:39.085129
Poor
No
Rarely
House
2,317
1,171,654
46
Female
43,789
null
0
Bachelor's
null
19.417625
Suburban
Premium
3
2
644
6
2020-04-23 15:21:39.221386
Poor
No
Daily
House
1,079
1,171,655
37
Male
9,069
Married
0
PhD
Employed
37.878952
Rural
Comprehensive
1
1
779
6
2020-05-06 15:21:39.155231
Poor
No
Rarely
House
685
1,171,656
24
Female
3,490
Divorced
3
High School
Unemployed
8.665956
Urban
Basic
0
2
501
6
2020-07-18 15:21:39.155231
Average
No
Monthly
Condo
2,570
1,171,657
37
Female
39,724
Divorced
1
PhD
Self-Employed
43.084035
Urban
Premium
0
18
729
1
2022-12-06 15:21:39.155231
Good
Yes
Daily
Condo
811
1,171,658
59
Female
16,696
null
4
Master's
Employed
51.692446
Suburban
Premium
2
15
795
5
2020-03-27 15:21:39.097737
Good
No
Daily
Apartment
2,031
1,171,659
57
Male
29,097
Single
1
High School
null
26.829611
Rural
Premium
1
9
657
6
2021-06-07 15:21:39.281787
Average
Yes
Rarely
Condo
572
1,171,660
41
Male
45,909
Married
4
High School
Self-Employed
17.898202
Suburban
Basic
null
8
718
6
2022-11-24 15:21:39.194829
Poor
Yes
Monthly
Condo
814
1,171,661
62
Female
43,783
Divorced
3
Master's
Self-Employed
35.857629
Suburban
Basic
0
1
815
4
2019-11-09 15:21:39.111551
Good
Yes
Weekly
Condo
1,360
1,171,662
40
Male
26,604
Divorced
1
PhD
Self-Employed
49.878156
Rural
Premium
null
13
632
2
2023-09-21 15:21:39.172097
Poor
Yes
Monthly
Condo
1,356
1,171,663
61
Female
1,414
Married
4
Master's
Employed
37.312931
Rural
Basic
2
1
648
6
2021-01-26 15:21:39.228521
Good
Yes
Monthly
Condo
1,245
1,171,664
40
Male
14,282
Divorced
2
Master's
Unemployed
26.908349
Suburban
Comprehensive
0
11
590
7
2020-05-24 15:21:39.289099
Average
Yes
Rarely
House
326
1,171,665
43
Female
12,976
Divorced
0
High School
null
33.624162
Urban
Basic
1
19
623
8
2024-01-07 15:21:39.225916
Poor
Yes
Daily
House
685
1,171,666
53
Female
36,461
Divorced
0
Master's
null
35.78659
Urban
Comprehensive
null
7
376
3
2023-08-29 15:21:39.134960
null
Yes
Weekly
House
1,022
1,171,667
28
Male
null
Single
4
PhD
Employed
9.839156
Rural
Comprehensive
2
3
326
7
2020-04-25 15:21:39.237118
Average
Yes
Monthly
Condo
547
1,171,668
18
Female
3,036
Married
2
PhD
Employed
24.911445
Rural
Comprehensive
2
19
607
7
2020-05-22 15:21:39.132191
Good
Yes
Weekly
Apartment
614
1,171,669
54
Male
26,961
Married
4
PhD
Employed
21.902205
Urban
Premium
0
9
761
3
2021-06-17 15:21:39.170099
Good
Yes
Rarely
House
2,527
1,171,670
55
Female
23,897
Divorced
0
Master's
null
15.083823
Rural
Premium
null
3
744
5
2021-02-03 15:21:39.134960
Poor
No
Daily
Condo
2,741
1,171,671
40
Male
15,961
Divorced
0
Master's
Self-Employed
20.848704
Suburban
Comprehensive
0
7
554
1
2021-06-05 15:21:39.289099
Good
Yes
Weekly
Apartment
542
1,171,672
18
Male
14,700
Divorced
2
PhD
Unemployed
13.545429
Suburban
Premium
0
6
null
5
2023-08-06 15:21:39.098696
Poor
Yes
Monthly
House
460
1,171,673
55
Female
601
Single
1
Master's
Self-Employed
9.257634
Rural
Comprehensive
1
6
null
4
2023-10-21 15:21:39.199447
Average
No
Rarely
Apartment
341
1,171,674
30
Male
1,143
Divorced
3
High School
null
9.924649
Urban
Basic
2
10
null
3
2020-06-26 15:21:39.106582
Poor
Yes
Monthly
Apartment
25
1,171,675
21
Female
27,962
Divorced
1
Bachelor's
null
16.64651
Suburban
Premium
0
15
729
3
2023-08-13 15:21:39.082499
null
Yes
Weekly
Condo
559
1,171,676
31
Female
2,637
Single
2
Master's
Self-Employed
7.925937
Suburban
Comprehensive
null
3
632
7
2021-12-15 15:21:39.197445
Average
No
Monthly
Condo
80
1,171,677
44
Female
40,133
Divorced
1
Bachelor's
Self-Employed
5.004019
Rural
Premium
2
10
776
2
2021-11-06 15:21:39.155231
Average
No
Weekly
Apartment
1,033
1,171,678
34
Male
1,340
Single
0
Bachelor's
Unemployed
25.2679
Suburban
Comprehensive
null
7
null
1
2022-08-01 15:21:39.134960
Poor
Yes
Rarely
Condo
3,487
1,171,679
30
Female
835
Single
3
Bachelor's
Self-Employed
9.766679
Suburban
Premium
1
13
384
6
2020-05-29 15:21:39.172097
Poor
Yes
Daily
Condo
749
1,171,680
54
Female
25,894
Single
2
PhD
null
6.539018
Rural
Premium
null
1
523
9
2022-02-05 15:21:39.248098
Poor
Yes
Rarely
House
2,179
1,171,681
29
Male
null
Married
3
High School
null
30.547792
Urban
Basic
null
3
350
9
2022-04-22 15:21:39.085129
Average
Yes
Monthly
House
1,745
1,171,682
36
Male
27,865
Divorced
4
Master's
Self-Employed
37.502268
Suburban
Basic
0
12
804
8
2020-09-16 15:21:39.283783
Good
Yes
Weekly
House
442
1,171,683
53
Female
61,719
Single
null
Master's
Unemployed
null
Rural
Premium
2
10
491
1
2020-02-24 15:21:39.111551
Average
Yes
Monthly
Apartment
686
1,171,684
45
Male
67,790
Single
0
Master's
Unemployed
18.923898
Urban
Premium
1
2
681
7
2021-10-03 15:21:39.134960
Average
No
Monthly
House
111
1,171,685
39
Female
36,667
Married
4
PhD
Employed
41.12935
Suburban
Comprehensive
0
6
523
5
2024-06-22 15:21:39.118178
Poor
No
Rarely
House
404
1,171,686
46
Female
147,548
Divorced
3
Master's
Unemployed
null
Suburban
Comprehensive
0
8
394
6
2023-12-20 15:21:39.223901
Average
No
Daily
House
638
1,171,687
51
Female
50,514
Single
2
PhD
Employed
47.723575
Rural
Premium
1
13
464
8
2023-04-05 15:21:39.125660
Average
No
Rarely
Condo
192
1,171,688
54
Male
131,481
Divorced
1
Bachelor's
Employed
28.371806
Urban
Basic
0
4
622
8
2022-12-08 15:21:39.222387
null
Yes
Rarely
Condo
171
1,171,689
64
Female
86,818
Single
null
PhD
Unemployed
30.138766
Rural
Comprehensive
0
18
308
4
2020-07-01 15:21:39.194829
Average
No
Daily
Condo
676
1,171,690
23
Male
29,453
Married
0
PhD
Unemployed
26.54871
Suburban
Premium
1
15
674
5
2023-05-28 15:21:39.250151
Poor
No
Daily
House
1,439
1,171,691
56
Female
58,931
Single
2
Bachelor's
null
null
Urban
Premium
1
0
466
7
2020-05-31 15:21:39.080440
Poor
No
Monthly
Apartment
669
1,171,692
31
Male
16,957
Married
null
Master's
Unemployed
6.46682
Suburban
Comprehensive
0
11
554
6
2024-08-12 15:21:39.168099
Poor
No
Rarely
House
881
1,171,693
48
Female
35,305
Married
2
High School
Employed
15.918959
Suburban
Comprehensive
0
2
552
9
2022-04-16 15:21:39.220389
Average
No
Daily
House
25
1,171,694
44
Male
null
Married
0
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
1
605
9
2024-01-09 15:21:39.210805
Poor
Yes
Daily
Apartment
101
1,171,695
53
Female
9,568
Single
4
Bachelor's
Self-Employed
25.901517
Rural
Basic
0
1
746
4
2022-09-24 15:21:39.289099
Average
No
Daily
House
1,095
1,171,696
42
Male
37,000
Divorced
3
Bachelor's
Employed
7.564408
Urban
Premium
1
12
571
8
2022-12-04 15:21:39.194829
Good
Yes
Rarely
House
476
1,171,697
21
Male
4,457
Divorced
1
PhD
null
5.45367
Urban
Premium
null
19
374
6
2020-04-11 15:21:39.091080
Good
Yes
Monthly
House
220
1,171,698
50
Female
30,160
Divorced
2
Bachelor's
Employed
18.685519
Rural
Premium
null
4
704
6
2020-08-21 15:21:39.178918
Average
Yes
Monthly
Condo
502
1,171,699
57
Female
null
Divorced
1
Master's
Unemployed
18.955326
Urban
Basic
null
19
709
2
2020-03-04 15:21:39.154008
Good
Yes
Monthly
Condo
112