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
1,160,700
20
Female
38,360
Divorced
0
High School
null
12.276311
Rural
Premium
5
5
508
6
2024-08-03 15:21:39.134960
Average
No
Daily
Apartment
433
1,160,701
26
Male
13,253
Divorced
4
PhD
Self-Employed
15.011262
Urban
Basic
2
18
365
4
2024-07-23 15:21:39.094752
Good
Yes
Weekly
House
731
1,160,702
30
Male
40,208
Married
4
Master's
Unemployed
37.896684
Suburban
Comprehensive
1
11
616
2
2020-11-14 15:21:39.126661
Average
Yes
Monthly
House
1,748
1,160,703
54
Male
4,624
Divorced
2
High School
null
43.939043
Urban
Comprehensive
null
6
396
9
2023-12-23 15:21:39.205850
Good
Yes
Weekly
Condo
656
1,160,704
25
Female
4,875
Single
4
Bachelor's
Self-Employed
23.172951
Rural
Comprehensive
2
7
622
5
2024-01-17 15:21:39.086123
Average
No
Monthly
House
664
1,160,705
29
Female
10,934
Married
2
PhD
null
30.728911
Rural
Basic
null
19
388
7
2020-06-02 15:21:39.237118
Poor
No
Monthly
House
1,122
1,160,706
34
Male
null
Married
0
PhD
Employed
39.936394
Suburban
Premium
1
16
696
5
2023-06-06 15:21:39.190215
null
Yes
Weekly
Apartment
4,032
1,160,707
37
Male
5,963
Married
1
Bachelor's
Employed
21.287051
Rural
Comprehensive
1
8
578
3
2020-09-09 15:21:39.086123
Good
No
Rarely
House
471
1,160,708
55
Male
7,984
Single
4
PhD
Unemployed
16.63978
Suburban
Comprehensive
3
13
703
4
2022-01-31 15:21:39.084065
Poor
Yes
Monthly
Apartment
1,207
1,160,709
37
Female
12,984
Single
null
High School
null
26.849263
Urban
Premium
1
3
null
7
2022-01-26 15:21:39.172097
Average
Yes
Monthly
Apartment
1,053
1,160,710
29
Male
909
Married
2
High School
Unemployed
18.93432
Rural
Basic
null
16
553
1
2022-11-05 15:21:39.190215
Good
No
Rarely
Apartment
402
1,160,711
48
Female
46,783
Divorced
3
Bachelor's
Employed
15.12895
Urban
Comprehensive
0
19
619
6
2022-05-28 15:21:39.289099
Average
Yes
Weekly
Apartment
326
1,160,712
21
Female
7,938
Divorced
1
PhD
null
24.245577
Suburban
Premium
1
18
614
2
2023-02-07 15:21:39.121169
Average
Yes
Monthly
House
23
1,160,713
63
Male
10,116
Single
null
High School
Unemployed
20.31173
Suburban
Premium
null
11
719
9
2024-02-03 15:21:39.187211
Average
No
Monthly
Condo
1,164
1,160,714
62
Male
72,224
Divorced
3
High School
null
12.549543
Urban
Basic
0
10
590
8
2023-04-20 15:21:39.237118
Good
No
Weekly
Apartment
102
1,160,715
29
Female
26,752
Divorced
1
Master's
Self-Employed
31.71888
Suburban
Premium
1
17
493
1
2023-09-25 15:21:39.132191
Good
Yes
Rarely
Condo
793
1,160,716
22
Female
45,956
Married
4
High School
Unemployed
21.845509
Suburban
Basic
0
8
784
5
2020-11-09 15:21:39.167099
Average
No
Daily
House
1,285
1,160,717
57
Male
3,735
Single
2
Master's
Self-Employed
35.0208
Rural
Comprehensive
null
7
439
1
2021-07-10 15:21:39.237118
Poor
Yes
Rarely
Condo
1,435
1,160,718
62
Male
1,480
Married
2
Bachelor's
Employed
19.037751
Rural
Premium
null
9
678
4
2021-04-04 15:21:39.155231
Good
No
Monthly
Condo
24
1,160,719
18
Female
1,878
Divorced
2
Bachelor's
null
26.854303
Rural
Basic
0
4
589
1
2022-03-07 15:21:39.279729
Poor
No
Weekly
House
1,878
1,160,720
42
Male
1,879
Single
4
High School
Self-Employed
26.293898
Urban
Basic
1
4
506
9
2022-01-12 15:21:39.287115
Poor
Yes
Weekly
House
135
1,160,721
35
Male
81,685
Married
3
PhD
Employed
null
Rural
Basic
1
17
447
4
2020-09-22 15:21:39.237118
Average
Yes
Monthly
Condo
1,382
1,160,722
38
Male
1,574
Married
4
Bachelor's
null
46.783758
Suburban
Comprehensive
2
6
538
8
2020-11-25 15:21:39.079128
Good
Yes
Weekly
Apartment
354
1,160,723
50
Male
25,996
Single
4
PhD
Unemployed
18.98314
Rural
Basic
1
8
689
1
2021-07-29 15:21:39.286113
Good
Yes
Rarely
Condo
1,294
1,160,724
56
Male
17,069
Married
1
High School
Employed
24.534158
Urban
Premium
null
17
684
9
2020-12-29 15:21:39.235012
Poor
No
Rarely
House
36
1,160,725
27
Male
null
null
3
Bachelor's
Self-Employed
34.180468
Rural
Basic
0
5
696
3
2019-12-31 15:21:39.191219
Average
No
Rarely
Condo
2,319
1,160,726
55
Male
11,863
Married
2
Master's
null
30.786417
Urban
Basic
1
14
613
7
2020-08-22 15:21:39.134960
Good
Yes
Rarely
Condo
917
1,160,727
60
Male
38,374
Divorced
3
Master's
Employed
9.795943
Urban
Basic
1
0
689
7
2019-11-28 15:21:39.259788
Good
Yes
Daily
Apartment
725
1,160,728
24
Female
1,625
Married
2
Master's
Unemployed
15.437927
Suburban
Premium
2
9
586
8
2023-01-10 15:21:39.096739
Poor
Yes
Monthly
Condo
2,155
1,160,729
60
Male
16,084
null
2
PhD
Self-Employed
43.094668
Urban
Basic
1
5
666
7
2020-01-18 15:21:39.191219
Average
No
Monthly
Apartment
45
1,160,730
26
Female
16,087
Single
4
High School
null
23.143575
Urban
Comprehensive
0
14
514
1
2024-05-19 15:21:39.147735
Good
No
Weekly
House
677
1,160,731
62
Female
56,477
Divorced
3
Master's
Employed
17.863947
Rural
Comprehensive
1
2
531
6
2020-08-10 15:21:39.087123
Poor
No
Monthly
Condo
255
1,160,732
32
Female
11,255
Married
0
Bachelor's
Self-Employed
39.879851
Urban
Comprehensive
0
2
786
2
2020-08-15 15:21:39.271453
Poor
No
Monthly
Apartment
1,033
1,160,733
39
Female
1,790
Single
3
PhD
null
25.494224
Rural
Premium
4
0
415
4
2024-05-14 15:21:39.254678
Good
Yes
Daily
Apartment
176
1,160,734
54
Male
29,368
Single
2
High School
Employed
9.547702
Urban
Comprehensive
0
7
627
2
2020-06-03 15:21:39.134960
Average
Yes
Daily
Apartment
115
1,160,735
null
Female
61,580
Divorced
2
PhD
null
53.59379
Rural
Basic
null
8
823
1
2021-02-28 15:21:39.248098
Poor
No
Weekly
House
2,177
1,160,736
51
Female
1,405
Single
1
PhD
null
41.481578
Urban
Comprehensive
null
10
709
4
2023-11-02 15:21:39.155231
null
Yes
Monthly
Apartment
2,147
1,160,737
33
Female
null
Married
3
PhD
null
52.356799
Rural
Basic
2
18
581
3
2022-04-12 15:21:39.129190
Poor
Yes
Daily
Condo
1,004
1,160,738
22
Male
12,976
Married
3
PhD
Unemployed
38.876222
Suburban
Premium
null
15
394
3
2021-08-30 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,076
1,160,739
58
Male
7,087
Married
0
Master's
Self-Employed
14.390971
Urban
Comprehensive
2
13
729
1
2023-03-12 15:21:39.256696
Poor
Yes
Rarely
House
1,287
1,160,740
38
Female
58,918
Married
0
High School
null
45.795501
Suburban
Comprehensive
null
12
445
8
2023-03-10 15:21:39.132191
Average
Yes
Monthly
Condo
3,446
1,160,741
59
Male
26,395
Single
1
Bachelor's
Self-Employed
4.979608
Urban
Premium
0
10
480
9
2020-11-01 15:21:39.155231
Average
Yes
Rarely
Condo
849
1,160,742
64
Male
3,182
Single
3
PhD
Employed
12.02452
Urban
Premium
1
15
775
8
2020-05-29 15:21:39.232526
Good
Yes
Daily
House
81
1,160,743
24
Female
103,494
Divorced
null
High School
Unemployed
24.991996
Rural
Comprehensive
2
19
736
3
2022-10-03 15:21:39.237118
Average
No
Monthly
Condo
2,167
1,160,744
58
Female
28,432
Divorced
1
High School
Unemployed
8.774653
Urban
Comprehensive
3
16
642
4
2022-03-17 15:21:39.134960
Poor
Yes
Monthly
House
1,209
1,160,745
31
Male
8,119
Divorced
2
Bachelor's
Employed
24.479846
Urban
Premium
0
11
597
8
2021-12-16 15:21:39.096739
Average
No
Weekly
House
1,983
1,160,746
31
Female
116,417
Single
2
PhD
Employed
41.593344
Rural
Basic
2
19
329
1
2023-02-24 15:21:39.237118
Poor
Yes
Daily
Apartment
4,043
1,160,747
18
Female
45,354
Single
4
Bachelor's
Employed
27.936362
Urban
Comprehensive
null
17
null
4
2021-10-13 15:21:39.104139
Average
No
Weekly
House
473
1,160,748
62
Male
4,045
Single
4
Master's
null
39.645701
Urban
Comprehensive
2
12
788
9
2021-02-03 15:21:39.181605
Average
Yes
Monthly
House
878
1,160,749
47
Female
4,470
Divorced
1
Master's
null
9.678712
Rural
Premium
3
7
472
6
2021-07-07 15:21:39.125660
Poor
Yes
Monthly
Condo
1,574
1,160,750
29
Male
23,786
Married
0
Master's
Employed
37.719134
Urban
Premium
null
11
659
5
2021-05-02 15:21:39.134960
Good
Yes
Weekly
House
774
1,160,751
33
Female
24,115
Married
1
Master's
Unemployed
33.657723
Urban
Premium
null
19
621
4
2023-11-20 15:21:39.166062
Average
No
Monthly
Apartment
567
1,160,752
41
Male
12,053
Single
1
Bachelor's
Unemployed
15.596624
Rural
Premium
1
15
622
3
2020-02-03 15:21:39.244069
Poor
Yes
Weekly
Apartment
963
1,160,753
46
Female
10,050
Divorced
0
Bachelor's
Self-Employed
33.282866
Rural
Basic
2
6
613
6
2024-03-16 15:21:39.237118
Poor
Yes
Rarely
House
1,052
1,160,754
47
Male
21,329
Single
null
Bachelor's
Employed
33.166439
Rural
Comprehensive
0
6
379
3
2022-05-11 15:21:39.185215
Average
Yes
Rarely
Apartment
3,164
1,160,755
22
Female
30,961
Divorced
2
PhD
Self-Employed
14.688933
Urban
Comprehensive
1
1
585
8
2022-12-23 15:21:39.282785
Good
Yes
Weekly
Condo
946
1,160,756
51
Female
11,403
Divorced
2
Bachelor's
Unemployed
42.76681
Urban
Comprehensive
3
0
null
5
2022-05-24 15:21:39.194829
Good
No
Rarely
Condo
167
1,160,757
42
Female
29,737
Married
3
PhD
Employed
12.582145
Urban
Comprehensive
1
5
510
7
2020-05-20 15:21:39.132191
null
No
Monthly
Condo
930
1,160,758
64
Male
44,938
Divorced
2
Bachelor's
Self-Employed
25.554732
Suburban
Basic
null
10
638
5
2022-12-25 15:21:39.155231
Poor
No
Rarely
Condo
20
1,160,759
36
Male
62,338
Single
2
Master's
Employed
17.641395
Urban
Comprehensive
2
4
null
7
2019-10-04 15:21:39.132191
Poor
No
Rarely
Condo
2,825
1,160,760
51
Female
136,269
null
2
Master's
Self-Employed
23.76414
Rural
Premium
null
12
359
7
2019-11-15 15:21:39.252145
Good
No
Rarely
Apartment
1,131
1,160,761
48
Male
18,795
Single
0
Bachelor's
null
30.067398
Suburban
Comprehensive
null
6
594
5
2020-07-04 15:21:39.081504
Average
No
Monthly
Condo
2,824
1,160,762
19
Male
43,436
Divorced
3
High School
null
21.246611
Suburban
Comprehensive
null
12
607
8
2019-09-27 15:21:39.253660
Average
Yes
Monthly
House
1,270
1,160,763
55
Male
10,055
Married
4
Bachelor's
Employed
15.014523
Rural
Comprehensive
null
0
813
2
2023-11-25 15:21:39.288099
Good
Yes
Daily
Apartment
1,461
1,160,764
36
Female
43,987
Married
4
Master's
Self-Employed
20.884049
Rural
Premium
0
4
535
1
2023-06-22 15:21:39.166062
Poor
Yes
Daily
Condo
1,591
1,160,765
40
Male
83,871
Single
2
Bachelor's
Employed
19.908572
Rural
Basic
0
15
537
3
2024-03-16 15:21:39.105504
Good
Yes
Weekly
Apartment
100
1,160,766
62
Female
24,259
Divorced
0
Master's
Employed
17.711556
Rural
Comprehensive
1
5
569
3
2021-11-02 15:21:39.121169
Poor
Yes
Daily
Apartment
3,137
1,160,767
33
Male
91,096
Single
3
Bachelor's
Employed
null
Suburban
Comprehensive
1
14
687
4
2021-12-10 15:21:39.081504
Poor
No
Monthly
Condo
3,079
1,160,768
49
Female
8,051
Married
4
Bachelor's
Unemployed
44.847252
Rural
Premium
null
14
521
7
2019-10-18 15:21:39.144722
Good
No
Monthly
Condo
533
1,160,769
24
Female
924
Single
3
High School
Employed
null
Suburban
Basic
1
14
744
6
2023-10-30 15:21:39.134960
Good
No
Monthly
Apartment
1,488
1,160,770
43
Female
3,850
Single
4
PhD
null
18.586694
Rural
Comprehensive
0
7
396
5
2020-10-29 15:21:39.170099
Average
Yes
Rarely
House
815
1,160,771
49
Male
113,056
Single
2
PhD
null
4.353434
Suburban
Premium
1
6
393
2
2020-10-08 15:21:39.274993
Average
No
Monthly
House
837
1,160,772
41
Male
824
Divorced
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
12
616
5
2022-11-27 15:21:39.134960
Poor
Yes
Daily
House
3,446
1,160,773
41
Female
39,769
Single
null
PhD
Employed
29.988298
Urban
Comprehensive
null
17
538
5
2021-01-26 15:21:39.090124
Poor
No
Daily
House
2,693
1,160,774
57
Female
4,570
Married
null
Bachelor's
Employed
44.711542
Suburban
Basic
1
13
374
7
2020-12-29 15:21:39.247098
Poor
No
Monthly
Apartment
1,328
1,160,775
62
Female
37,077
Married
4
PhD
null
27.926422
Rural
Basic
1
15
848
7
2021-01-21 15:21:39.134960
Poor
No
Daily
House
886
1,160,776
32
Male
20,236
Single
3
PhD
Employed
38.015589
Suburban
Basic
null
18
640
6
2024-02-07 15:21:39.155231
Good
No
Daily
House
454
1,160,777
47
Male
56,467
Single
3
Master's
null
8.592845
Urban
Comprehensive
0
3
484
9
2024-03-10 15:21:39.134960
Good
No
Monthly
Condo
3,246
1,160,778
19
Male
1,429
Single
3
Bachelor's
null
34.143088
Rural
Comprehensive
0
18
486
8
2023-05-19 15:21:39.201446
Good
Yes
Monthly
House
471
1,160,779
39
Male
1,588
Single
3
PhD
Self-Employed
21.413837
Urban
Comprehensive
null
14
null
5
2020-10-11 15:21:39.172097
Average
Yes
Monthly
Apartment
3,149
1,160,780
35
Female
63,382
Divorced
4
PhD
null
32.806721
Suburban
Comprehensive
3
13
519
9
2021-09-22 15:21:39.191219
null
Yes
Monthly
Condo
1,133
1,160,781
26
Female
8,897
Single
3
Master's
Self-Employed
18.164957
Rural
Comprehensive
null
17
733
4
2024-02-25 15:21:39.205850
Poor
No
Daily
Apartment
446
1,160,782
54
Male
24,706
Married
4
Master's
null
25.233369
Rural
Premium
0
17
null
8
2019-10-17 15:21:39.190215
Poor
Yes
Rarely
Apartment
1,383
1,160,783
42
Female
26,625
Single
2
High School
Employed
29.426665
Rural
Premium
0
15
520
6
2022-10-16 15:21:39.208842
Average
Yes
Daily
Condo
3,353
1,160,784
23
Female
5,957
Single
2
Bachelor's
null
34.148836
Urban
Comprehensive
0
10
796
9
2021-09-07 15:21:39.270454
Average
Yes
Monthly
Apartment
998
1,160,785
34
Male
9,092
Divorced
3
Bachelor's
Unemployed
8.064698
Rural
Comprehensive
1
15
766
9
2022-07-31 15:21:39.237118
Good
No
Weekly
Apartment
1,603
1,160,786
23
Female
23,273
Divorced
2
PhD
Self-Employed
7.781287
Suburban
Basic
null
17
629
8
2020-08-03 15:21:39.251142
Average
Yes
Weekly
Condo
576
1,160,787
23
Male
14,079
Divorced
4
Master's
Employed
12.827572
Rural
Basic
null
15
735
2
2020-09-30 15:21:39.092127
Poor
No
Weekly
House
459
1,160,788
33
Male
3,418
Married
0
PhD
Employed
null
Suburban
Comprehensive
null
9
776
3
2022-08-24 15:21:39.092127
Poor
Yes
Rarely
Condo
613
1,160,789
22
Male
1,712
Single
4
Master's
Employed
28.7444
Urban
Basic
3
8
null
6
2022-04-11 15:21:39.117183
Average
No
Weekly
Apartment
944
1,160,790
57
Male
51,117
Single
null
PhD
Self-Employed
31.452393
Rural
Basic
null
12
316
3
2021-06-12 15:21:39.226954
Good
No
Rarely
Apartment
1,465
1,160,791
62
Male
2,898
Married
0
PhD
null
null
Suburban
Comprehensive
null
15
647
9
2020-05-31 15:21:39.134960
Poor
Yes
Weekly
Condo
801
1,160,792
34
Male
null
Single
0
High School
Employed
37.610069
Urban
Comprehensive
1
4
434
1
2023-07-22 15:21:39.155231
Poor
Yes
Weekly
House
467
1,160,793
55
Female
3,568
Single
1
Master's
null
null
Rural
Premium
0
18
839
3
2022-10-30 15:21:39.126661
Average
Yes
Weekly
House
656
1,160,794
49
Male
1,209
Single
2
High School
null
17.737872
Suburban
Premium
3
2
340
4
2020-02-28 15:21:39.258696
Poor
No
Daily
Condo
4,173
1,160,795
44
Female
13,791
Divorced
1
PhD
Self-Employed
42.564446
Suburban
Premium
null
8
609
9
2021-01-09 15:21:39.276901
null
Yes
Monthly
Condo
674
1,160,796
61
Male
10,961
Divorced
0
High School
Employed
43.890668
Rural
Basic
1
3
728
4
2024-04-09 15:21:39.117183
Average
No
Weekly
House
88
1,160,797
50
Male
10,073
Married
4
High School
Self-Employed
44.278889
Rural
Premium
0
17
439
2
2020-12-18 15:21:39.143708
Good
No
Weekly
House
1,883
1,160,798
31
Male
17,880
Divorced
0
PhD
Employed
14.55334
Suburban
Comprehensive
2
8
null
2
2023-09-26 15:21:39.274993
Average
Yes
Rarely
House
459
1,160,799
36
Male
17,094
Divorced
3
High School
null
20.081914
Suburban
Comprehensive
1
13
674
4
2023-12-16 15:21:39.113566
Poor
No
Weekly
Apartment
1,069