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
1,188,700
45
Female
16,092
Divorced
1
Bachelor's
null
21.722751
Rural
Basic
1
0
null
5
2021-07-13 15:21:39.134960
null
No
Daily
Apartment
439
1,188,701
21
Female
3,270
Married
1
Bachelor's
null
38.077111
Rural
Premium
0
13
486
3
2023-10-30 15:21:39.087123
Average
No
Weekly
House
319
1,188,702
47
Female
10,197
Divorced
1
Master's
null
14.433849
Urban
Basic
1
3
467
5
2021-05-29 15:21:39.236064
null
No
Weekly
Condo
2,544
1,188,703
38
Female
13,926
Married
2
High School
null
19.693613
Urban
Comprehensive
null
17
482
8
2024-01-30 15:21:39.174719
Good
Yes
Monthly
Apartment
340
1,188,704
64
Female
34
Divorced
null
Bachelor's
Self-Employed
29.089308
Suburban
Premium
0
12
583
1
2020-07-22 15:21:39.179186
Average
Yes
Daily
House
2,014
1,188,705
57
Male
1,808
Single
2
High School
Employed
8.274858
Urban
Comprehensive
3
0
659
1
2020-11-20 15:21:39.092127
Good
Yes
Daily
Apartment
2,869
1,188,706
31
Male
624
Single
1
High School
Unemployed
51.826932
Suburban
Basic
null
12
784
8
2024-03-09 15:21:39.155231
Poor
Yes
Weekly
House
462
1,188,707
27
Female
101
Single
0
Master's
Unemployed
32.751609
Urban
Basic
1
8
342
6
2024-06-04 15:21:39.237118
Average
No
Weekly
Apartment
726
1,188,708
43
Female
34,369
Single
2
Master's
Self-Employed
34.799028
Rural
Premium
1
14
744
6
2023-04-15 15:21:39.182597
Good
Yes
Daily
Apartment
736
1,188,709
54
Male
16,992
Single
0
Master's
Employed
31.828164
Suburban
Basic
0
19
796
5
2023-03-15 15:21:39.192212
Average
No
Daily
House
1,482
1,188,710
46
Female
72,703
Single
0
High School
Employed
9.764396
Rural
Premium
1
6
625
4
2021-07-12 15:21:39.134960
Poor
No
Monthly
House
270
1,188,711
64
Male
141,634
null
2
Master's
Employed
17.813373
Rural
Comprehensive
2
7
613
8
2019-10-08 15:21:39.126661
Average
Yes
Monthly
House
1,420
1,188,712
37
Male
19,815
Married
4
High School
Self-Employed
24.639243
Urban
Basic
null
4
705
1
2022-11-16 15:21:39.148733
Poor
Yes
Weekly
Condo
2,786
1,188,713
60
Male
1,426
Divorced
3
Master's
null
null
Suburban
Basic
1
8
null
3
2021-10-08 15:21:39.172097
Average
No
Monthly
House
1,625
1,188,714
49
Female
30,241
Single
null
Bachelor's
Unemployed
36.715814
Urban
Basic
2
4
609
3
2021-06-28 15:21:39.134960
Poor
No
Daily
House
1,627
1,188,715
20
Female
2,489
Married
3
Master's
null
30.017062
Suburban
Comprehensive
1
15
346
7
2023-02-11 15:21:39.209847
Average
Yes
Daily
House
1,175
1,188,716
24
Male
23,273
Single
0
High School
Unemployed
17.636355
Suburban
Premium
null
8
567
6
2022-09-12 15:21:39.209847
Good
Yes
Monthly
Condo
2,828
1,188,717
26
Male
1,068
Married
3
Master's
Self-Employed
37.25447
Urban
Premium
null
6
454
2
2020-03-20 15:21:39.095696
Poor
No
Rarely
Condo
474
1,188,718
38
Female
16,077
Divorced
1
Bachelor's
Employed
32.683526
Suburban
Premium
1
12
699
2
2023-09-22 15:21:39.235012
Good
Yes
Monthly
House
1,734
1,188,719
25
Female
73,664
Divorced
null
PhD
Self-Employed
32.092233
Suburban
Basic
2
12
638
9
2020-01-13 15:21:39.274993
Good
Yes
Rarely
Condo
130
1,188,720
34
Male
12,061
Single
0
Master's
null
20.938148
Rural
Basic
0
14
751
2
2020-05-16 15:21:39.102694
Good
No
Rarely
Apartment
2,637
1,188,721
37
Male
14,511
Single
3
Master's
Employed
48.82853
Rural
Premium
0
6
648
4
2021-05-13 15:21:39.258696
Average
No
Rarely
House
517
1,188,722
64
Female
67,762
Divorced
1
Bachelor's
Employed
11.937602
Suburban
Premium
null
18
535
6
2021-12-05 15:21:39.189223
Average
Yes
Monthly
Condo
88
1,188,723
58
Male
18,059
Divorced
3
High School
Self-Employed
12.946355
Rural
Comprehensive
1
17
827
1
2020-02-11 15:21:39.134960
Good
Yes
Daily
Apartment
739
1,188,724
54
Female
25,776
Divorced
3
PhD
null
38.717403
Rural
Comprehensive
1
1
829
4
2023-04-28 15:21:39.134960
Good
No
Rarely
Apartment
1,320
1,188,725
62
Female
6,362
Single
3
PhD
null
41.567416
Rural
Basic
0
3
821
7
2024-04-15 15:21:39.237118
Average
Yes
Rarely
Apartment
1,142
1,188,726
51
Female
17,963
Single
0
PhD
null
25.204411
Suburban
Comprehensive
0
17
604
1
2020-07-20 15:21:39.134960
Average
Yes
Daily
Condo
2,200
1,188,727
56
Male
1,027
Married
2
PhD
null
4.536517
Urban
Comprehensive
2
10
635
5
2023-07-29 15:21:39.092127
Poor
No
Daily
Condo
689
1,188,728
28
Female
147,548
Single
2
Master's
Unemployed
27.818309
Rural
Premium
0
2
390
2
2022-05-18 15:21:39.226954
null
Yes
Daily
Condo
511
1,188,729
24
Female
72,496
Divorced
2
High School
null
24.238045
Suburban
Comprehensive
null
4
775
5
2023-03-09 15:21:39.134960
Poor
Yes
Weekly
Condo
296
1,188,730
58
Female
25,211
Single
1
Master's
null
null
Rural
Comprehensive
null
1
null
4
2023-11-08 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,615
1,188,731
40
Female
34,126
Divorced
4
Bachelor's
Employed
25.966805
Suburban
Comprehensive
2
7
727
3
2020-06-21 15:21:39.237118
Average
No
Weekly
Apartment
1,281
1,188,732
53
Female
25,145
Divorced
2
Bachelor's
null
30.674746
Urban
Premium
0
12
800
9
2023-05-26 15:21:39.108562
Average
Yes
Rarely
Apartment
431
1,188,733
30
Male
16,275
Divorced
3
PhD
Self-Employed
9.164545
Suburban
Premium
1
6
null
4
2024-04-05 15:21:39.126661
Good
Yes
Daily
Apartment
722
1,188,734
26
Female
46,813
Divorced
1
PhD
Unemployed
null
Suburban
Comprehensive
0
16
615
9
2021-06-21 15:21:39.283783
Good
Yes
Monthly
Condo
4,061
1,188,735
21
Female
17,663
Divorced
1
Master's
Unemployed
20.634831
Rural
Basic
0
12
534
5
2020-10-13 15:21:39.134960
Good
Yes
Monthly
Apartment
2,056
1,188,736
46
Male
26,681
Single
4
Bachelor's
Self-Employed
35.458966
Rural
Comprehensive
0
13
542
3
2022-05-31 15:21:39.237118
Good
Yes
Rarely
Apartment
1,215
1,188,737
59
Female
71,073
Married
2
PhD
null
21.317801
Suburban
Comprehensive
0
14
441
1
2024-07-18 15:21:39.107553
Good
No
Daily
House
1,285
1,188,738
47
Female
null
Single
3
Bachelor's
Self-Employed
51.165731
Suburban
Comprehensive
1
10
307
7
2021-11-19 15:21:39.281787
Good
Yes
Weekly
Apartment
1,101
1,188,739
51
Female
1,588
Single
4
Master's
Self-Employed
15.84934
Urban
Basic
4
8
771
3
2022-12-26 15:21:39.194829
Good
Yes
Daily
House
471
1,188,740
25
Male
63,634
Single
3
High School
Self-Employed
28.296541
Urban
Comprehensive
2
4
757
5
2022-06-19 15:21:39.237118
Good
No
Rarely
Apartment
4,081
1,188,741
50
Male
2,683
Married
4
Master's
null
5.466914
Suburban
Premium
1
4
743
9
2024-02-08 15:21:39.107553
Good
No
Monthly
Apartment
3,234
1,188,742
35
Male
null
Divorced
0
Bachelor's
Self-Employed
12.727812
Rural
Basic
0
10
383
4
2024-07-28 15:21:39.220389
Average
No
Daily
Apartment
671
1,188,743
35
Female
716
Single
3
Master's
Self-Employed
8.919448
Suburban
Comprehensive
null
10
772
4
2020-03-25 15:21:39.237118
Good
No
Daily
House
45
1,188,744
22
Female
18,641
Single
0
PhD
Self-Employed
19.734141
Urban
Comprehensive
0
9
518
1
2020-11-29 15:21:39.230483
Poor
No
Weekly
House
442
1,188,745
64
Female
26,681
Married
4
PhD
Unemployed
38.175907
Suburban
Basic
1
8
476
8
2021-09-28 15:21:39.091080
Average
Yes
Weekly
House
1,604
1,188,746
20
Female
91,958
Married
1
PhD
Unemployed
19.012365
Rural
Basic
null
15
685
5
2021-08-27 15:21:39.281787
Average
No
Rarely
Apartment
419
1,188,747
52
Male
null
Single
0
Master's
Unemployed
17.711839
Rural
Premium
1
2
391
4
2021-12-19 15:21:39.237118
Good
No
Rarely
Condo
959
1,188,748
58
Female
1,139
Single
0
PhD
Employed
15.357209
Rural
Premium
null
18
591
5
2020-05-05 15:21:39.237118
Good
No
Weekly
Condo
256
1,188,749
60
Male
41,003
Single
2
Master's
null
11.244893
Suburban
Comprehensive
0
15
373
1
2021-03-11 15:21:39.279729
Average
No
Daily
Condo
4,507
1,188,750
51
Female
2,587
Single
0
High School
Self-Employed
12.641569
Suburban
Premium
0
12
442
9
2019-11-06 15:21:39.155231
Good
No
Daily
Apartment
1,196
1,188,751
53
Female
32,864
Married
3
PhD
Employed
26.8783
Suburban
Basic
null
0
331
7
2020-04-03 15:21:39.095696
Poor
No
Monthly
House
1,082
1,188,752
20
Male
1,520
Divorced
4
Bachelor's
Self-Employed
32.575044
Suburban
Premium
2
8
820
4
2019-09-03 15:21:39.155231
null
No
Daily
Apartment
959
1,188,753
56
Female
30,608
Married
null
PhD
null
32.648022
Rural
Comprehensive
null
7
803
3
2023-07-23 15:21:39.155231
Good
Yes
Monthly
Apartment
756
1,188,754
60
Female
4,788
Divorced
0
Master's
Self-Employed
43.93817
Rural
Comprehensive
0
9
638
9
2022-04-10 15:21:39.231531
Average
Yes
Daily
Apartment
3,834
1,188,755
35
Male
44,734
Single
4
High School
Employed
16.510975
Urban
Premium
1
10
null
6
2022-11-15 15:21:39.237118
Average
Yes
Daily
Apartment
981
1,188,756
60
Female
92,692
Married
3
High School
Employed
null
Urban
Comprehensive
null
10
558
5
2023-06-01 15:21:39.278402
null
Yes
Daily
Apartment
1,322
1,188,757
52
Male
57,798
Single
0
PhD
Self-Employed
47.018856
Rural
Basic
1
6
440
6
2023-03-18 15:21:39.084065
Average
No
Rarely
Apartment
2,097
1,188,758
22
Male
8,069
Divorced
2
Master's
null
null
Urban
Premium
1
11
516
6
2021-08-25 15:21:39.237118
Average
Yes
Rarely
House
726
1,188,759
34
Male
10,527
Single
3
PhD
Unemployed
24.819604
Suburban
Comprehensive
2
4
372
2
2019-12-24 15:21:39.243823
Average
No
Rarely
Condo
4,028
1,188,760
33
Male
28,293
Single
3
PhD
Employed
28.805927
Rural
Comprehensive
1
7
722
1
2024-04-15 15:21:39.134960
Good
No
Daily
Apartment
1,311
1,188,761
28
Male
76,660
Married
2
Master's
Unemployed
33.918884
Urban
Premium
0
14
315
6
2023-02-19 15:21:39.106582
Good
Yes
Rarely
House
1,151
1,188,762
22
Female
11,923
Single
2
High School
Unemployed
19.93717
Rural
Premium
null
7
570
9
2020-09-27 15:21:39.155231
Good
No
Daily
Apartment
762
1,188,763
58
Male
27,982
Married
0
Master's
Self-Employed
28.816233
Urban
Basic
0
10
null
5
2023-01-19 15:21:39.155231
Average
No
Daily
House
2,062
1,188,764
23
Female
25,984
Single
null
Bachelor's
null
7.942982
Urban
Basic
null
13
755
4
2024-04-04 15:21:39.107553
Average
No
Rarely
Condo
2,635
1,188,765
64
Female
122,977
Single
4
PhD
Employed
20.994581
Urban
Comprehensive
3
17
494
3
2023-07-25 15:21:39.084065
Good
No
Weekly
House
27
1,188,766
35
Male
18,085
Divorced
3
High School
Employed
27.235876
Rural
Basic
0
10
512
3
2022-02-17 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,163
1,188,767
55
Male
13,028
Divorced
4
Bachelor's
Unemployed
33.098519
Urban
Basic
null
10
595
7
2021-06-02 15:21:39.122134
Poor
Yes
Monthly
Condo
703
1,188,768
49
Male
129,675
Divorced
0
Master's
Unemployed
9.011579
Suburban
Basic
null
2
721
7
2019-10-05 15:21:39.236064
Poor
No
Rarely
Condo
3,227
1,188,769
46
Male
25,154
Single
3
Bachelor's
null
15.964753
Suburban
Premium
0
9
619
5
2021-02-25 15:21:39.100695
Average
No
Daily
House
712
1,188,770
29
Female
null
Divorced
0
PhD
null
31.993582
Rural
Comprehensive
1
6
818
9
2020-10-02 15:21:39.084065
Average
No
Monthly
House
386
1,188,771
47
Female
96,636
Divorced
3
PhD
null
18.356073
Suburban
Comprehensive
null
9
839
6
2022-05-26 15:21:39.225916
Average
Yes
Rarely
Apartment
391
1,188,772
18
Female
7,076
Divorced
0
Master's
null
35.865371
Urban
Basic
0
9
null
1
2021-03-26 15:21:39.237118
Average
No
Rarely
Condo
515
1,188,773
29
Male
5,911
Married
0
Master's
null
15.433735
Urban
Basic
null
2
656
8
2020-02-18 15:21:39.185215
Average
Yes
Monthly
Condo
1,285
1,188,774
61
Female
46,611
Single
2
Master's
null
50.935593
Suburban
Comprehensive
null
7
586
9
2021-07-07 15:21:39.130190
null
Yes
Weekly
House
1,334
1,188,775
20
Female
1,664
Single
null
Bachelor's
Unemployed
20.647518
Rural
Premium
1
7
357
9
2021-02-02 15:21:39.132191
Good
No
Weekly
Condo
2,886
1,188,776
21
Male
4,635
Single
3
Bachelor's
null
20.704997
Urban
Premium
0
10
306
5
2021-12-05 15:21:39.168099
Average
No
Weekly
Apartment
825
1,188,777
27
Female
8,973
Single
0
Bachelor's
Self-Employed
22.189532
Suburban
Comprehensive
1
17
null
7
2022-05-22 15:21:39.237118
Poor
No
Monthly
Condo
1,450
1,188,778
49
Female
132,761
Married
1
Bachelor's
Self-Employed
16.060831
Urban
Premium
null
8
null
1
2021-04-19 15:21:39.194829
null
Yes
Daily
Apartment
397
1,188,779
39
Male
2,570
Single
1
High School
Self-Employed
9.117768
Rural
Premium
4
3
808
2
2023-04-03 15:21:39.124659
Poor
Yes
Daily
Apartment
3,895
1,188,780
36
Female
38,312
Divorced
0
Bachelor's
null
28.392568
Rural
Premium
3
6
734
6
2022-10-28 15:21:39.198406
Poor
No
Weekly
Condo
873
1,188,781
44
Female
15,982
Divorced
4
Master's
null
19.588528
Rural
Premium
0
2
784
3
2019-10-06 15:21:39.155231
Poor
No
Monthly
Apartment
2,196
1,188,782
24
Male
102,764
Divorced
3
PhD
Employed
19.836838
Rural
Premium
0
6
434
3
2020-09-11 15:21:39.258696
Average
No
Daily
House
1,619
1,188,783
20
Female
43,969
Divorced
0
High School
Employed
11.068515
Suburban
Premium
0
19
639
5
2023-07-13 15:21:39.237118
Good
No
Rarely
House
705
1,188,784
64
Male
10,068
Single
3
High School
null
27.956467
Suburban
Comprehensive
1
9
null
5
2020-12-31 15:21:39.283783
Good
No
Weekly
Condo
832
1,188,785
33
Female
3,381
Single
0
Master's
Self-Employed
15.376633
Urban
Basic
1
18
541
2
2020-12-16 15:21:39.237118
Good
No
Weekly
Apartment
381
1,188,786
33
Female
7,095
Single
3
PhD
Self-Employed
25.878239
Rural
Comprehensive
0
14
582
3
2022-08-23 15:21:39.285112
Good
No
Daily
House
1,333
1,188,787
37
Male
24
Married
4
PhD
Employed
5.755954
Suburban
Basic
0
9
null
7
2019-11-09 15:21:39.190215
Poor
No
Weekly
Condo
690
1,188,788
40
Male
130,175
Single
3
High School
Employed
8.087023
Suburban
Basic
3
11
419
1
2023-01-07 15:21:39.286113
Good
No
Monthly
House
1,138
1,188,789
25
Male
1,157
Single
0
Bachelor's
Unemployed
47.093105
Urban
Comprehensive
2
8
629
4
2020-02-16 15:21:39.237118
null
No
Monthly
Apartment
1,086
1,188,790
30
Male
96,685
Divorced
1
High School
null
33.557518
Urban
Comprehensive
null
6
695
1
2021-11-18 15:21:39.148733
null
No
Monthly
Apartment
2,120
1,188,791
60
Female
3,099
Divorced
3
PhD
null
34.064496
Suburban
Premium
2
11
822
1
2022-11-16 15:21:39.155231
Good
No
Monthly
Condo
884
1,188,792
38
Male
57,622
Married
4
PhD
Self-Employed
null
Rural
Comprehensive
2
0
848
9
2022-07-04 15:21:39.134960
Average
Yes
Rarely
Condo
3,624
1,188,793
62
Male
145,980
Married
1
High School
Self-Employed
33.74632
Suburban
Premium
null
4
774
6
2023-07-06 15:21:39.248098
Average
No
Daily
Condo
335
1,188,794
20
Female
100,651
Married
2
High School
Unemployed
34.775048
Rural
Basic
0
18
385
8
2020-03-11 15:21:39.207847
Poor
Yes
Monthly
House
1,007
1,188,795
51
Male
26,480
Single
4
PhD
Employed
11.84911
Rural
Basic
1
11
748
7
2023-02-18 15:21:39.204790
Poor
No
Monthly
House
654
1,188,796
21
Female
15,456
Single
2
Master's
null
20.065269
Rural
Comprehensive
0
18
658
1
2020-04-06 15:21:39.247098
Average
Yes
Daily
Condo
1,643
1,188,797
28
Female
5,856
Single
0
Master's
null
11.749094
Suburban
Basic
1
11
null
3
2020-01-30 15:21:39.155231
Good
Yes
Weekly
Condo
441
1,188,798
43
Female
15,783
Divorced
3
PhD
Unemployed
19.772845
Rural
Basic
1
18
513
1
2019-11-30 15:21:39.226954
Good
No
Rarely
Condo
1,073
1,188,799
50
Male
59
Divorced
2
PhD
Unemployed
null
Suburban
Premium
0
13
599
8
2020-03-02 15:21:39.134960
Good
No
Monthly
Apartment
617