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
1,162,700
23
Female
2,864
Divorced
1
Bachelor's
null
7.678818
Suburban
Comprehensive
3
19
458
9
2024-06-01 15:21:39.134960
Poor
Yes
Weekly
Condo
3,171
1,162,701
25
Male
42,707
Single
1
Master's
Unemployed
31.680725
Urban
Premium
3
16
372
9
2021-08-31 15:21:39.197445
Good
No
Daily
Apartment
3,522
1,162,702
31
Female
62,798
Divorced
1
Bachelor's
null
27.927708
Urban
Basic
1
4
424
5
2022-08-03 15:21:39.155231
Good
No
Monthly
Apartment
718
1,162,703
61
Male
13,450
Single
2
PhD
null
40.013011
Urban
Premium
null
0
486
1
2024-02-04 15:21:39.155231
Good
No
Daily
Condo
879
1,162,704
40
Female
2,522
Married
3
Bachelor's
Unemployed
41.385219
Urban
Basic
null
6
791
6
2019-09-29 15:21:39.155231
Poor
Yes
Rarely
Condo
632
1,162,705
null
Female
22,101
Divorced
3
Master's
null
32.64998
Urban
Basic
0
13
632
4
2021-08-03 15:21:39.267454
Good
No
Monthly
House
55
1,162,706
49
Male
29,633
Married
2
High School
null
25.556057
Rural
Basic
1
7
734
3
2021-02-18 15:21:39.228521
null
Yes
Rarely
Apartment
77
1,162,707
25
Female
40,552
Married
null
PhD
Unemployed
16.527496
Suburban
Basic
null
4
310
4
2020-01-28 15:21:39.209847
Poor
No
Weekly
Apartment
2,586
1,162,708
51
Male
18,145
Married
3
Bachelor's
Unemployed
10.895607
Urban
Basic
0
19
758
7
2021-03-20 15:21:39.167099
Poor
Yes
Monthly
House
604
1,162,709
24
Female
50,856
Single
3
Bachelor's
null
23.91001
Rural
Comprehensive
0
4
328
9
2023-09-23 15:21:39.256696
Average
No
Monthly
House
1,060
1,162,710
61
Female
43,927
Single
0
PhD
Unemployed
37.572535
Urban
Premium
1
19
579
4
2022-11-14 15:21:39.164044
Average
Yes
Weekly
House
569
1,162,711
34
Female
16,891
Single
4
Master's
Self-Employed
43.484784
Suburban
Basic
0
10
731
7
2023-02-19 15:21:39.205850
Poor
No
Rarely
Condo
671
1,162,712
null
Female
89,984
Single
1
Bachelor's
Self-Employed
43.07166
Urban
Premium
0
1
470
6
2022-10-04 15:21:39.151732
Good
Yes
Monthly
Apartment
33
1,162,713
29
Male
71,153
Divorced
1
High School
Employed
25.142339
Rural
Comprehensive
2
4
775
6
2022-12-28 15:21:39.237118
null
No
Monthly
House
553
1,162,714
59
Female
17,071
Divorced
4
PhD
Unemployed
17.8952
Suburban
Basic
2
18
796
4
2019-12-27 15:21:39.194829
Good
Yes
Monthly
Apartment
1,085
1,162,715
51
Female
23,646
Married
4
PhD
Employed
41.36167
Urban
Comprehensive
0
15
300
2
2020-07-25 15:21:39.079128
Good
Yes
Weekly
Apartment
944
1,162,716
64
Male
37,000
Single
null
Bachelor's
Unemployed
13.92386
Rural
Comprehensive
2
19
null
8
2023-03-20 15:21:39.095696
Poor
No
Weekly
Apartment
1,520
1,162,717
62
Male
97,793
null
null
Bachelor's
Unemployed
43.169069
Urban
Comprehensive
0
19
502
1
2022-02-05 15:21:39.165120
Good
Yes
Rarely
House
773
1,162,718
33
Female
24,266
Married
4
PhD
Self-Employed
4.936122
Rural
Comprehensive
1
3
580
9
2023-05-17 15:21:39.104139
Average
No
Rarely
House
924
1,162,719
62
Male
37,669
Single
4
Master's
Unemployed
20.477098
Suburban
Basic
1
15
711
8
2024-07-12 15:21:39.117183
Average
No
Monthly
House
1,109
1,162,720
20
Male
24,897
Divorced
1
High School
Unemployed
null
Rural
Comprehensive
null
16
659
8
2021-09-10 15:21:39.261856
Poor
Yes
Monthly
House
514
1,162,721
42
Female
23,648
Married
4
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
8
434
4
2023-07-09 15:21:39.171102
Good
No
Rarely
Apartment
1,067
1,162,722
30
Female
2,495
Married
3
High School
Employed
33.957138
Suburban
Comprehensive
null
12
824
8
2022-11-14 15:21:39.097737
Average
No
Weekly
Apartment
2,192
1,162,723
63
Male
27,248
Divorced
null
PhD
Unemployed
17.627621
Rural
Basic
3
13
500
8
2020-09-03 15:21:39.155231
Average
No
Weekly
Condo
1,432
1,162,724
27
Male
16,053
Single
1
Master's
Self-Employed
28.173337
Rural
Comprehensive
null
15
779
5
2020-02-25 15:21:39.251142
Good
Yes
Monthly
Apartment
2,175
1,162,725
45
Female
63,577
Single
2
PhD
Employed
47.898225
Rural
Basic
2
8
519
9
2020-05-29 15:21:39.155231
Good
Yes
Rarely
House
2,429
1,162,726
42
Female
43,890
Divorced
1
High School
null
33.05418
Urban
Comprehensive
0
13
815
4
2019-08-31 15:21:39.134960
Good
No
Daily
House
1,873
1,162,727
62
Female
18,725
Married
3
Bachelor's
null
18.991789
Rural
Basic
2
4
773
3
2020-09-28 15:21:39.250151
Average
Yes
Weekly
Condo
736
1,162,728
null
Male
2,576
Single
0
Bachelor's
null
18.022989
Rural
Comprehensive
0
18
398
1
2021-07-21 15:21:39.134960
Good
No
Monthly
Condo
860
1,162,729
19
Male
16,894
Divorced
2
Master's
null
29.747858
Urban
Comprehensive
1
16
773
7
2019-11-09 15:21:39.095696
Good
Yes
Weekly
House
707
1,162,730
22
Male
1,227
Single
0
High School
Self-Employed
21.59442
Rural
Premium
0
16
677
2
2023-06-21 15:21:39.155231
Average
Yes
Weekly
House
4,027
1,162,731
33
Female
7,881
Divorced
2
Master's
Employed
10.769088
Urban
Basic
1
8
571
2
2020-04-06 15:21:39.279729
Poor
Yes
Daily
House
513
1,162,732
60
Male
50,746
Single
3
PhD
Employed
null
Suburban
Comprehensive
null
13
552
3
2019-12-17 15:21:39.237118
null
No
Weekly
House
581
1,162,733
54
Male
24,348
Single
null
Master's
null
44.60376
Urban
Premium
0
3
698
5
2020-02-28 15:21:39.282785
Good
Yes
Weekly
Condo
52
1,162,734
37
Male
23,553
Married
2
Bachelor's
Unemployed
43.352163
Rural
Basic
1
7
411
1
2020-07-25 15:21:39.150730
Poor
Yes
Daily
Apartment
743
1,162,735
53
Female
48,877
Married
0
PhD
null
28.323714
Rural
Comprehensive
null
4
751
2
2023-02-14 15:21:39.246098
Good
Yes
Daily
House
393
1,162,736
52
Female
6,935
Married
4
High School
null
21.622263
Suburban
Comprehensive
0
18
522
3
2023-12-27 15:21:39.186212
Poor
Yes
Daily
House
817
1,162,737
30
Female
37,000
Divorced
3
Master's
null
18.413958
Suburban
Comprehensive
null
12
629
8
2022-06-10 15:21:39.186212
Average
No
Rarely
Apartment
524
1,162,738
35
Male
1,208
Married
1
PhD
Employed
null
Urban
Premium
1
2
794
9
2021-02-01 15:21:39.172097
Average
No
Weekly
Apartment
659
1,162,739
50
Female
30,224
Divorced
2
Master's
Self-Employed
24.999676
Rural
Comprehensive
1
1
554
8
2024-02-04 15:21:39.218388
Average
Yes
Rarely
Condo
1,266
1,162,740
41
Female
74,527
Single
4
High School
null
11.241669
Urban
Comprehensive
0
3
309
8
2020-08-27 15:21:39.134960
Average
No
Monthly
Apartment
2,396
1,162,741
35
Female
14,485
Married
2
Bachelor's
null
34.928571
Rural
Premium
null
19
690
8
2020-11-20 15:21:39.085129
Good
Yes
Monthly
Apartment
104
1,162,742
24
Female
9,911
Married
2
PhD
null
18.569747
Urban
Premium
0
16
696
4
2021-12-01 15:21:39.285112
Average
Yes
Rarely
Apartment
1,437
1,162,743
37
Male
53,168
Married
3
Master's
null
34.127732
Suburban
Basic
1
11
487
6
2020-03-30 15:21:39.257696
null
No
Monthly
House
302
1,162,744
37
Female
5,943
Married
3
PhD
Unemployed
30.836257
Rural
Comprehensive
null
1
null
4
2022-04-28 15:21:39.134960
Poor
No
Daily
Condo
1,620
1,162,745
19
Female
3,423
Single
3
Bachelor's
Employed
18.492639
Urban
Premium
2
11
761
2
2021-04-21 15:21:39.155231
Poor
No
Monthly
Apartment
483
1,162,746
59
Male
16,071
Single
null
Master's
Self-Employed
40.924665
Suburban
Premium
null
2
658
1
2023-08-15 15:21:39.080440
Good
Yes
Weekly
House
2,147
1,162,747
54
Male
39,718
Divorced
4
High School
Self-Employed
16.569722
Urban
Comprehensive
0
19
718
6
2021-08-15 15:21:39.225916
Average
No
Daily
Apartment
1,759
1,162,748
null
Male
40,512
Single
1
PhD
Employed
8.739002
Suburban
Basic
0
16
742
6
2023-04-30 15:21:39.250151
Poor
Yes
Rarely
Condo
952
1,162,749
33
Male
42,454
Single
3
PhD
Self-Employed
25.816871
Suburban
Comprehensive
1
10
null
4
2024-02-05 15:21:39.168099
Poor
Yes
Weekly
Condo
1,041
1,162,750
48
Male
142,975
Single
4
Bachelor's
null
18.601476
Rural
Basic
null
4
781
4
2019-08-28 15:21:39.155231
Average
Yes
Daily
Condo
111
1,162,751
28
Male
93,934
Married
2
Bachelor's
Unemployed
13.557856
Rural
Basic
null
6
350
3
2024-04-28 15:21:39.288099
Poor
Yes
Rarely
Condo
462
1,162,752
60
Male
799
Single
2
Bachelor's
null
28.934243
Rural
Basic
1
7
812
5
2023-02-14 15:21:39.270454
Good
Yes
Weekly
Apartment
2,122
1,162,753
45
Male
64,572
Divorced
3
Master's
null
31.099111
Suburban
Premium
3
3
619
9
2022-05-06 15:21:39.129190
null
No
Weekly
Condo
855
1,162,754
55
Female
null
Married
null
Bachelor's
Unemployed
19.913955
Rural
Basic
null
17
306
1
2021-07-22 15:21:39.261856
Poor
Yes
Monthly
Condo
1,456
1,162,755
23
Male
63,826
Divorced
4
High School
Employed
7.759838
Rural
Comprehensive
2
8
364
2
2020-11-28 15:21:39.093681
Good
No
Weekly
Condo
1,094
1,162,756
38
Male
5,930
Divorced
0
PhD
Self-Employed
28.323714
Urban
Comprehensive
null
17
null
8
2020-07-31 15:21:39.283783
null
Yes
Daily
Apartment
1,099
1,162,757
27
Male
30,753
Divorced
0
High School
null
20.598504
Rural
Premium
null
3
613
3
2022-08-01 15:21:39.117183
Average
Yes
Rarely
House
628
1,162,758
49
Female
70,821
Married
1
PhD
Employed
29.860716
Suburban
Comprehensive
null
9
416
6
2021-02-17 15:21:39.134960
Poor
Yes
Monthly
Condo
904
1,162,759
59
Female
null
Divorced
4
PhD
Self-Employed
23.334231
Rural
Premium
1
19
379
7
2020-12-18 15:21:39.237118
Average
No
Rarely
House
1,822
1,162,760
39
Female
null
Divorced
null
High School
Employed
17.584142
Urban
Premium
3
19
583
5
2021-03-31 15:21:39.151732
null
No
Weekly
Condo
1,085
1,162,761
18
Male
79,975
Single
3
Bachelor's
null
44.132052
Suburban
Premium
null
5
405
8
2019-09-07 15:21:39.199447
Good
No
Weekly
House
1,811
1,162,762
23
Female
5,519
Single
3
Bachelor's
null
47.488046
Suburban
Premium
null
18
788
7
2024-04-01 15:21:39.145732
Average
No
Monthly
Apartment
1,580
1,162,763
19
Male
49,869
Single
null
Bachelor's
Self-Employed
null
Rural
Comprehensive
0
13
695
9
2019-12-17 15:21:39.118178
Average
No
Rarely
House
2,589
1,162,764
56
Male
60,563
Single
3
Master's
Unemployed
52.676815
Urban
Premium
0
19
596
4
2021-06-01 15:21:39.194829
Average
No
Weekly
House
727
1,162,765
49
Male
30,248
Single
null
Bachelor's
Employed
24.73219
Rural
Premium
0
4
849
2
2021-10-01 15:21:39.283783
Average
Yes
Monthly
Apartment
4,963
1,162,766
42
Female
16,965
Single
3
Master's
Self-Employed
27.426311
Urban
Comprehensive
null
1
816
5
2020-03-22 15:21:39.132191
Poor
No
Daily
Condo
827
1,162,767
25
Male
33,647
Single
0
PhD
Unemployed
38.078987
Rural
Premium
1
5
528
3
2020-12-21 15:21:39.134960
Good
No
Daily
House
26
1,162,768
64
Female
28,450
Married
3
High School
null
14.715922
Suburban
Basic
null
13
null
9
2024-01-06 15:21:39.219432
Average
No
Rarely
Apartment
523
1,162,769
28
Female
20,997
Single
2
PhD
Employed
43.171868
Urban
Basic
1
18
312
7
2020-10-06 15:21:39.150730
Poor
Yes
Weekly
Apartment
1,046
1,162,770
22
Female
16,124
Divorced
0
Bachelor's
Self-Employed
30.510069
Rural
Comprehensive
null
1
null
5
2023-04-27 15:21:39.128286
Good
Yes
Weekly
Apartment
36
1,162,771
31
Female
25,554
Married
2
PhD
Unemployed
26.527502
Rural
Premium
0
19
634
1
2021-09-02 15:21:39.164044
Good
No
Rarely
Condo
1,082
1,162,772
57
Female
23,258
Single
3
Master's
Unemployed
26.477633
Suburban
Premium
0
4
644
8
2023-12-27 15:21:39.168099
Poor
Yes
Weekly
House
1,350
1,162,773
43
Male
30,844
Married
4
Master's
null
19.895228
Urban
Comprehensive
null
11
null
8
2023-08-27 15:21:39.134960
Poor
Yes
Monthly
House
254
1,162,774
22
Female
34,221
Divorced
4
High School
Employed
38.654214
Urban
Premium
0
7
581
7
2020-11-01 15:21:39.274993
Average
Yes
Daily
Condo
565
1,162,775
24
Female
34,244
Single
3
High School
Unemployed
null
Suburban
Premium
null
8
707
5
2022-12-26 15:21:39.134960
Good
Yes
Daily
Condo
1,542
1,162,776
34
Male
734
Single
4
High School
Employed
9.452217
Urban
Basic
1
4
477
5
2020-04-14 15:21:39.185215
Good
Yes
Daily
House
115
1,162,777
50
Male
38,263
Married
3
PhD
Employed
26.68632
Urban
Comprehensive
null
3
null
5
2020-05-02 15:21:39.134960
Good
Yes
Daily
Apartment
492
1,162,778
19
Male
132,217
Divorced
1
High School
null
6.028848
Urban
Basic
2
8
411
3
2024-05-11 15:21:39.209847
Poor
Yes
Rarely
House
320
1,162,779
60
Male
24,224
Single
2
High School
Self-Employed
28.155551
Urban
Basic
0
4
562
3
2021-11-15 15:21:39.097737
Good
No
Monthly
Condo
2,658
1,162,780
20
Male
9,081
Single
2
Master's
null
33.077238
Rural
Comprehensive
1
9
361
9
2020-03-25 15:21:39.213373
Good
Yes
Weekly
Apartment
3,464
1,162,781
56
Female
45,481
Single
null
Master's
null
14.857123
Urban
Premium
2
17
441
3
2023-07-26 15:21:39.120168
Poor
Yes
Weekly
House
1,335
1,162,782
26
Female
23,998
Single
3
Bachelor's
Employed
14.890721
Suburban
Basic
0
15
744
9
2021-12-27 15:21:39.097737
Average
No
Rarely
House
1,054
1,162,783
61
Male
33,803
Divorced
3
PhD
null
38.076975
Suburban
Premium
2
0
637
7
2019-08-30 15:21:39.237118
Poor
No
Weekly
Condo
29
1,162,784
43
Male
14,085
Single
null
PhD
null
7.955241
Suburban
Basic
0
8
642
3
2022-09-05 15:21:39.134960
Poor
No
Weekly
Condo
669
1,162,785
58
Male
617
Single
3
Bachelor's
Employed
39.958011
Rural
Premium
2
15
713
9
2021-05-26 15:21:39.146733
Good
Yes
Rarely
Apartment
805
1,162,786
38
Female
54,973
Divorced
1
High School
null
28.84879
Urban
Basic
null
5
432
7
2023-06-30 15:21:39.102694
Average
Yes
Monthly
House
1,580
1,162,787
40
Male
35,781
Single
1
PhD
Employed
7.86836
Urban
Premium
1
12
null
2
2020-10-30 15:21:39.228521
Average
Yes
Rarely
Apartment
648
1,162,788
58
Female
7,766
Divorced
4
Bachelor's
Unemployed
38.92672
Urban
Premium
null
11
548
6
2020-04-06 15:21:39.165120
Average
Yes
Weekly
House
1,002
1,162,789
51
Male
30,368
Married
3
Bachelor's
Self-Employed
25.388801
Rural
Premium
null
13
845
3
2022-05-08 15:21:39.237118
Average
Yes
Rarely
House
2,377
1,162,790
41
Female
14,983
Single
0
PhD
Employed
37.890772
Suburban
Basic
1
15
767
4
2023-03-01 15:21:39.287115
Good
Yes
Weekly
Apartment
531
1,162,791
35
Male
44,518
Married
3
Master's
Self-Employed
12.017988
Rural
Premium
0
3
540
9
2022-02-15 15:21:39.207847
Poor
No
Weekly
House
1,640
1,162,792
36
Male
15,862
Married
2
Master's
Employed
19.827291
Urban
Premium
0
2
662
1
2021-04-15 15:21:39.155231
Average
No
Weekly
House
951
1,162,793
64
Female
80,699
Married
0
Master's
Self-Employed
45.011804
Urban
Premium
2
13
495
3
2022-06-02 15:21:39.246098
null
No
Daily
House
515
1,162,794
35
Female
670
Divorced
1
PhD
Employed
12.977436
Suburban
Premium
null
19
493
1
2024-01-08 15:21:39.122134
Poor
No
Rarely
Condo
1,127
1,162,795
28
Male
100,935
Single
3
High School
null
29.622126
Rural
Basic
2
4
318
4
2020-01-06 15:21:39.235012
Poor
No
Weekly
House
1,101
1,162,796
25
Male
15,585
Divorced
null
High School
null
22.390914
Rural
Premium
null
18
513
5
2020-03-03 15:21:39.134960
Good
Yes
Rarely
Apartment
115
1,162,797
22
Female
6,839
Married
3
Master's
null
4.641799
Suburban
Basic
null
7
402
2
2021-12-05 15:21:39.107553
Average
Yes
Rarely
Apartment
1,086
1,162,798
19
Male
82,515
Married
1
High School
Unemployed
33.673549
Urban
Basic
1
17
393
8
2020-01-10 15:21:39.251142
Poor
Yes
Monthly
House
1,432
1,162,799
46
Male
61,449
Divorced
2
Master's
Self-Employed
50.83942
Suburban
Basic
0
13
435
7
2021-10-25 15:21:39.134960
Good
No
Daily
Condo
449