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
1,175,700
35
Female
104,277
Divorced
2
Bachelor's
Unemployed
10.72334
Urban
Comprehensive
2
4
786
6
2021-08-22 15:21:39.099739
Average
Yes
Monthly
Condo
104
1,175,701
24
Male
10,863
Divorced
2
PhD
Self-Employed
11.354546
Urban
Premium
1
16
544
7
2020-05-28 15:21:39.222387
Good
Yes
Weekly
House
963
1,175,702
33
Female
15,560
Single
2
Bachelor's
Self-Employed
3.91366
Rural
Basic
0
1
433
1
2022-06-21 15:21:39.237118
Poor
No
Rarely
House
646
1,175,703
41
Female
22,209
Married
0
Master's
Employed
27.393805
Suburban
Comprehensive
1
7
835
2
2020-04-05 15:21:39.108562
Poor
No
Monthly
Apartment
219
1,175,704
30
Female
23,989
Divorced
2
PhD
Employed
10.756577
Suburban
Basic
0
0
784
3
2024-01-04 15:21:39.219432
Poor
Yes
Weekly
Condo
715
1,175,705
52
Male
3,246
Single
3
PhD
Unemployed
32.671222
Rural
Comprehensive
1
3
313
2
2019-10-28 15:21:39.134960
Average
No
Rarely
Apartment
1,031
1,175,706
27
Female
1,388
Divorced
3
Master's
Unemployed
23.769691
Suburban
Premium
2
10
787
5
2020-04-04 15:21:39.146733
Good
Yes
Daily
House
1,173
1,175,707
28
Female
6,051
Divorced
2
High School
Unemployed
null
Rural
Basic
1
15
null
4
2020-10-09 15:21:39.155231
Average
No
Rarely
House
618
1,175,708
26
Female
25,440
Married
null
PhD
Self-Employed
8.246658
Urban
Premium
null
1
571
1
2023-06-02 15:21:39.185215
Poor
No
Weekly
Condo
691
1,175,709
49
Male
108,770
Married
0
PhD
Self-Employed
24.137028
Suburban
Basic
2
4
576
8
2023-02-12 15:21:39.231531
Good
No
Daily
Apartment
2,773
1,175,710
54
Male
397
Divorced
0
High School
Employed
14.979322
Urban
Comprehensive
0
18
636
9
2021-01-25 15:21:39.134960
Good
Yes
Daily
Apartment
1,119
1,175,711
50
Male
10,049
Married
1
PhD
Self-Employed
18.561791
Urban
Basic
0
14
652
7
2022-10-28 15:21:39.211806
Average
Yes
Monthly
House
1,374
1,175,712
23
Male
3,392
Divorced
3
High School
Employed
19.990067
Rural
Premium
0
12
468
9
2021-12-17 15:21:39.237118
Good
No
Weekly
House
23
1,175,713
53
Male
10,010
Divorced
null
PhD
Self-Employed
35.395028
Urban
Comprehensive
null
14
582
2
2022-07-01 15:21:39.180553
Average
Yes
Weekly
Condo
755
1,175,714
37
Male
18,717
Divorced
0
PhD
null
32.029045
Rural
Comprehensive
1
6
681
3
2022-08-16 15:21:39.253660
Good
No
Weekly
Apartment
874
1,175,715
29
Female
11,176
Single
2
Bachelor's
null
25.908896
Urban
Premium
0
11
827
2
2022-04-08 15:21:39.155231
Good
Yes
Daily
Apartment
642
1,175,716
19
Female
20,654
Single
4
PhD
Self-Employed
38.749084
Rural
Basic
0
2
831
2
2022-06-17 15:21:39.177724
null
No
Monthly
House
472
1,175,717
51
Male
45,318
Married
null
Master's
null
20.544968
Suburban
Basic
0
6
586
8
2020-11-04 15:21:39.276901
Poor
Yes
Weekly
Apartment
1,794
1,175,718
29
Female
49,822
Divorced
2
Master's
Self-Employed
27.823344
Rural
Premium
0
14
476
5
2020-09-07 15:21:39.134960
Poor
No
Daily
House
3,813
1,175,719
48
Female
104,539
Married
0
PhD
null
15.358527
Urban
Premium
2
17
398
6
2022-02-14 15:21:39.100695
Good
Yes
Rarely
Condo
479
1,175,720
53
Male
9,456
Divorced
4
Master's
null
27.20687
Rural
Comprehensive
null
6
433
3
2024-05-15 15:21:39.149731
Good
No
Daily
Apartment
1,650
1,175,721
46
Male
1,233
Married
4
PhD
null
23.146498
Urban
Basic
2
16
674
8
2024-02-05 15:21:39.129190
Good
No
Daily
Apartment
615
1,175,722
20
Male
23,677
Divorced
0
PhD
Unemployed
20.637168
Rural
Premium
2
6
701
5
2022-07-13 15:21:39.267454
Average
No
Rarely
Condo
805
1,175,723
60
Male
30,140
Divorced
null
Bachelor's
Self-Employed
10.664876
Suburban
Comprehensive
null
1
670
8
2019-11-12 15:21:39.237118
Good
Yes
Weekly
House
152
1,175,724
32
Male
143,884
Married
3
Bachelor's
Self-Employed
52.922504
Suburban
Comprehensive
null
14
767
7
2021-10-09 15:21:39.212862
Good
No
Weekly
House
1,925
1,175,725
20
Female
25,850
Married
4
Bachelor's
Employed
48.965954
Rural
Basic
1
2
735
2
2021-06-07 15:21:39.176717
Poor
Yes
Rarely
Apartment
822
1,175,726
27
Female
20,961
Single
null
Bachelor's
Employed
28.99154
Suburban
Comprehensive
0
15
625
1
2019-11-29 15:21:39.189223
Poor
Yes
Weekly
House
1,119
1,175,727
46
Male
null
Married
1
Bachelor's
Employed
43.908564
Rural
Basic
0
6
663
2
2021-02-22 15:21:39.169102
Average
Yes
Daily
House
315
1,175,728
null
Male
25,889
Divorced
0
High School
Unemployed
4.869272
Rural
Premium
1
0
null
3
2022-06-03 15:21:39.167099
Average
No
Weekly
House
973
1,175,729
37
Female
35,017
Married
3
High School
null
47.64488
Urban
Basic
0
14
761
3
2020-05-19 15:21:39.149731
Good
Yes
Daily
Apartment
2,759
1,175,730
47
Female
null
Divorced
2
Bachelor's
null
33.764919
Urban
Premium
1
5
null
7
2020-03-14 15:21:39.093681
Good
No
Rarely
House
275
1,175,731
54
Male
2,139
Married
4
PhD
Self-Employed
46.493593
Suburban
Premium
0
3
628
4
2022-01-20 15:21:39.184157
Average
No
Daily
Condo
2,161
1,175,732
50
Female
62,719
Married
1
Bachelor's
Self-Employed
20.490187
Urban
Comprehensive
2
1
821
9
2023-07-02 15:21:39.155231
Poor
No
Rarely
Apartment
194
1,175,733
44
Male
133,852
Divorced
2
Bachelor's
null
22.547232
Urban
Premium
null
6
658
8
2023-06-10 15:21:39.194829
Average
No
Monthly
Condo
112
1,175,734
32
Female
35,706
Divorced
1
Bachelor's
Unemployed
null
Rural
Basic
0
19
673
6
2021-02-01 15:21:39.269494
Average
Yes
Daily
Apartment
3,075
1,175,735
24
Male
1,250
Divorced
1
Master's
null
30.890706
Rural
Comprehensive
3
1
495
6
2023-06-19 15:21:39.154008
Average
No
Rarely
Apartment
1,108
1,175,736
43
Female
42,653
Divorced
3
PhD
Unemployed
38.813225
Urban
Premium
0
10
647
1
2020-05-31 15:21:39.147735
null
No
Daily
House
776
1,175,737
46
Male
3,765
Divorced
4
High School
null
23.16785
Urban
Comprehensive
1
2
452
6
2023-12-07 15:21:39.237118
Poor
No
Weekly
Apartment
484
1,175,738
55
Male
28,650
Divorced
3
Master's
Employed
25.907307
Urban
Basic
1
10
572
6
2024-01-02 15:21:39.082499
Good
No
Daily
Apartment
1,053
1,175,739
24
Female
18,280
Divorced
2
High School
Self-Employed
5.935966
Suburban
Premium
null
3
668
2
2024-02-04 15:21:39.132191
Good
Yes
Monthly
Condo
834
1,175,740
44
Female
17,752
Married
4
PhD
Unemployed
10.534364
Urban
Premium
1
6
657
7
2020-12-14 15:21:39.265513
Average
Yes
Rarely
Apartment
2,758
1,175,741
20
Male
140,334
Single
4
Master's
Employed
24.09161
Rural
Comprehensive
0
1
644
5
2023-07-19 15:21:39.155231
null
No
Monthly
Apartment
140
1,175,742
35
Male
45,401
Married
0
PhD
null
11.617512
Suburban
Comprehensive
null
6
802
7
2019-08-17 15:21:39.237118
Average
No
Daily
Apartment
1,361
1,175,743
61
Male
9,934
Married
2
Master's
Employed
22.913467
Urban
Premium
4
17
671
2
2023-06-23 15:21:39.289099
Good
Yes
Rarely
House
1,097
1,175,744
18
Male
83,585
Single
3
PhD
Self-Employed
12.979834
Urban
Basic
2
13
315
1
2021-10-19 15:21:39.182597
Good
Yes
Weekly
House
610
1,175,745
50
Male
56,523
Divorced
0
Master's
Self-Employed
22.583474
Rural
Premium
null
16
454
6
2020-12-17 15:21:39.237118
Average
No
Weekly
Condo
273
1,175,746
29
Male
17,082
Single
1
PhD
Self-Employed
29.121145
Rural
Premium
0
0
629
9
2022-11-17 15:21:39.155231
Good
No
Rarely
Apartment
914
1,175,747
38
Male
121,207
Single
4
PhD
Employed
30.908877
Rural
Premium
2
18
790
6
2020-06-19 15:21:39.093681
null
Yes
Daily
Condo
3,160
1,175,748
45
Female
55,906
Married
3
High School
Self-Employed
36.993102
Suburban
Premium
null
5
748
9
2022-04-13 15:21:39.134960
Average
Yes
Daily
Apartment
312
1,175,749
59
Female
35,791
Married
1
PhD
null
18.828455
Urban
Comprehensive
0
5
528
3
2022-01-06 15:21:39.085129
Average
Yes
Monthly
Apartment
990
1,175,750
57
Male
5,022
Married
null
High School
Unemployed
5.592423
Rural
Premium
1
13
818
3
2020-04-19 15:21:39.124659
Poor
Yes
Monthly
Condo
477
1,175,751
28
Male
27,281
Married
2
PhD
Self-Employed
17.178715
Suburban
Premium
null
11
744
1
2021-10-09 15:21:39.084065
Poor
Yes
Monthly
Apartment
757
1,175,752
45
Female
18,293
Single
null
Master's
Self-Employed
45.56298
Suburban
Comprehensive
1
13
729
9
2021-12-30 15:21:39.155231
Poor
No
Weekly
Condo
292
1,175,753
55
Female
3,904
Single
null
Bachelor's
Unemployed
21.764461
Rural
Premium
0
3
759
8
2024-01-02 15:21:39.108562
Average
No
Daily
House
2,393
1,175,754
23
Male
2,551
Single
3
Master's
null
13.848843
Urban
Basic
3
19
695
6
2020-12-15 15:21:39.252145
Poor
Yes
Daily
House
912
1,175,755
29
Male
2,057
Single
3
High School
Unemployed
42.551621
Rural
Basic
0
15
595
6
2019-10-16 15:21:39.125660
null
No
Monthly
Condo
1,037
1,175,756
63
Male
2,563
Married
0
High School
Self-Employed
23.567808
Suburban
Premium
2
19
453
8
2020-02-22 15:21:39.174719
Good
No
Weekly
House
1,420
1,175,757
31
Male
30,221
Single
4
Master's
Employed
19.78666
Rural
Basic
0
12
553
6
2021-03-09 15:21:39.282785
Average
Yes
Weekly
House
1,313
1,175,758
53
Male
11,575
Single
0
Master's
null
14.795842
Suburban
Basic
null
1
575
5
2020-10-20 15:21:39.237118
Good
Yes
Weekly
Condo
2,726
1,175,759
29
Male
13,726
Married
2
Master's
Unemployed
7.567752
Urban
Premium
null
2
null
1
2020-01-29 15:21:39.134960
Average
Yes
Daily
Condo
141
1,175,760
19
Male
116,866
Married
4
Bachelor's
null
33.602786
Urban
Premium
null
4
458
4
2019-10-12 15:21:39.218388
Average
Yes
Monthly
Condo
1,332
1,175,761
56
Female
23,185
Married
null
High School
Employed
30.994848
Rural
Basic
1
0
354
7
2021-03-18 15:21:39.180553
Poor
No
Monthly
Apartment
806
1,175,762
31
Male
2,575
Married
4
High School
Self-Employed
5.749015
Rural
Premium
0
14
477
8
2022-07-14 15:21:39.149731
Good
No
Weekly
Condo
1,585
1,175,763
45
Female
1,719
Married
0
High School
Unemployed
31.73929
Urban
Comprehensive
0
18
721
9
2020-03-16 15:21:39.272456
Good
No
Daily
House
30
1,175,764
33
Female
664
Divorced
3
Bachelor's
null
36.496578
Suburban
Premium
3
16
null
1
2022-11-21 15:21:39.086123
Good
Yes
Rarely
Condo
1,434
1,175,765
42
Female
15,882
Divorced
4
Master's
null
30.334008
Urban
Comprehensive
2
2
783
9
2022-01-22 15:21:39.134960
Good
No
Rarely
House
834
1,175,766
22
Male
1,577
Married
1
High School
Employed
28.9984
Rural
Premium
1
4
463
8
2024-05-26 15:21:39.280784
Good
Yes
Weekly
House
1,371
1,175,767
53
Male
29,046
Married
4
Master's
Self-Employed
30.879165
Urban
Comprehensive
1
6
759
1
2023-11-25 15:21:39.192212
Average
Yes
Rarely
Condo
1,085
1,175,768
53
Male
38,095
Divorced
2
High School
null
28.857641
Suburban
Premium
null
1
691
1
2021-10-15 15:21:39.084065
Good
Yes
Monthly
Condo
381
1,175,769
62
Female
53,656
Divorced
3
PhD
null
38.362768
Suburban
Premium
null
2
431
9
2022-06-27 15:21:39.226954
Average
No
Monthly
Condo
904
1,175,770
49
Female
916
Married
3
Master's
Unemployed
43.090132
Urban
Basic
1
0
691
3
2022-12-01 15:21:39.235012
Average
Yes
Monthly
Condo
2,452
1,175,771
55
Female
2,853
Married
4
PhD
Unemployed
29.577639
Rural
Premium
null
9
458
8
2023-04-04 15:21:39.220389
Average
Yes
Daily
Condo
735
1,175,772
19
Male
45,973
Divorced
2
Master's
Unemployed
14.521015
Urban
Comprehensive
3
1
731
5
2023-09-30 15:21:39.155231
Average
No
Weekly
House
1,039
1,175,773
45
Female
66,583
Single
0
Bachelor's
Self-Employed
50.297914
Rural
Basic
1
15
829
4
2020-08-23 15:21:39.283783
Poor
No
Daily
Apartment
3,003
1,175,774
44
Female
46,097
Single
4
Bachelor's
Employed
37.751354
Suburban
Comprehensive
2
1
773
9
2022-08-15 15:21:39.263432
Good
Yes
Rarely
House
3,688
1,175,775
19
Male
100,823
Divorced
1
High School
Self-Employed
null
Urban
Comprehensive
2
16
802
2
2024-06-27 15:21:39.132191
Poor
No
Rarely
House
2,188
1,175,776
18
Male
27,132
Married
0
Master's
null
15.141507
Urban
Premium
null
11
705
3
2021-01-04 15:21:39.237118
Good
No
Weekly
Condo
966
1,175,777
53
Female
114,418
Divorced
2
Master's
Unemployed
20.955222
Urban
Premium
3
5
372
7
2020-07-16 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,228
1,175,778
51
Male
null
Divorced
0
High School
Employed
11.965123
Urban
Premium
3
13
636
6
2021-06-06 15:21:39.283783
Average
No
Rarely
House
4,066
1,175,779
64
Female
null
Divorced
4
Master's
Unemployed
35.981356
Rural
Comprehensive
0
7
770
2
2021-05-30 15:21:39.283783
null
Yes
Monthly
Apartment
2,925
1,175,780
50
Female
43,820
Married
1
Master's
null
9.196595
Rural
Basic
0
8
569
1
2020-05-16 15:21:39.090124
Poor
Yes
Daily
House
1,086
1,175,781
36
Male
40,241
Single
4
High School
Employed
8.977149
Rural
Comprehensive
1
2
641
8
2021-01-09 15:21:39.177724
Good
Yes
Weekly
House
992
1,175,782
60
Female
16,231
Divorced
1
Bachelor's
Unemployed
49.591247
Urban
Premium
0
3
785
3
2024-08-12 15:21:39.155231
Good
No
Weekly
House
23
1,175,783
34
Male
null
Married
3
PhD
Employed
10.359612
Suburban
Basic
1
17
437
6
2019-11-15 15:21:39.186212
Good
Yes
Weekly
Condo
40
1,175,784
41
Male
8,685
Married
0
Bachelor's
Self-Employed
13.073899
Rural
Basic
2
9
712
3
2020-10-31 15:21:39.134960
Poor
Yes
Weekly
Condo
2,371
1,175,785
51
Female
11,567
Divorced
4
Bachelor's
null
25.543504
Suburban
Basic
0
8
672
8
2023-01-28 15:21:39.205850
Good
Yes
Monthly
House
890
1,175,786
30
Male
23,167
Married
2
PhD
null
28.932144
Suburban
Premium
null
2
759
8
2020-10-22 15:21:39.147735
Poor
Yes
Rarely
House
108
1,175,787
59
Male
4,025
Single
3
High School
null
9.948429
Urban
Comprehensive
null
1
325
7
2024-08-02 15:21:39.252145
Average
No
Rarely
House
664
1,175,788
37
Female
31,969
Single
4
Master's
null
10.682083
Urban
Basic
0
11
602
1
2021-01-31 15:21:39.263607
Average
No
Weekly
Condo
916
1,175,789
54
Male
8,944
Single
2
Master's
null
16.895351
Urban
Basic
0
7
762
7
2022-03-01 15:21:39.144722
Average
Yes
Weekly
Apartment
2,123
1,175,790
21
Female
24,770
Married
3
Bachelor's
Self-Employed
29.573175
Suburban
Premium
2
13
368
4
2021-02-26 15:21:39.080440
Good
No
Rarely
House
1,215
1,175,791
null
Female
11,534
Divorced
null
Bachelor's
null
38.053266
Suburban
Basic
1
14
515
5
2023-08-27 15:21:39.155231
Good
No
Rarely
Condo
24
1,175,792
42
Female
1,220
Single
4
Bachelor's
null
18.721007
Rural
Basic
0
11
573
1
2019-08-23 15:21:39.245086
Poor
Yes
Monthly
Apartment
84
1,175,793
30
Male
31,678
Married
2
Bachelor's
null
3.952315
Rural
Basic
1
9
null
5
2023-11-03 15:21:39.199447
Poor
Yes
Weekly
House
1,575
1,175,794
22
Male
5,830
Married
4
Master's
Employed
10.723249
Suburban
Basic
1
1
740
4
2020-08-26 15:21:39.237118
Average
No
Rarely
House
957
1,175,795
34
Female
8,748
Single
4
PhD
Self-Employed
5.917374
Rural
Basic
5
16
834
4
2022-06-02 15:21:39.208842
null
No
Rarely
House
2,564
1,175,796
53
Female
17,343
Divorced
1
Master's
null
29.299827
Suburban
Comprehensive
0
7
null
1
2024-05-11 15:21:39.204790
Poor
No
Monthly
House
2,411
1,175,797
59
Male
1,201
Divorced
0
High School
Self-Employed
11.488089
Suburban
Basic
2
10
781
9
2022-03-06 15:21:39.285112
Good
Yes
Weekly
Apartment
1,069
1,175,798
28
Male
15,356
Single
1
Master's
Unemployed
38.045614
Urban
Premium
3
10
603
7
2019-11-24 15:21:39.144722
null
No
Monthly
House
1,529
1,175,799
64
Male
29,480
Single
4
Master's
Self-Employed
9.63835
Urban
Comprehensive
0
3
534
6
2023-10-03 15:21:39.098696
Average
No
Daily
Apartment
548