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
1,165,700
63
Female
5,908
Single
4
Bachelor's
null
6.908357
Suburban
Basic
2
16
837
9
2022-10-16 15:21:39.134960
Good
Yes
Monthly
Condo
1,560
1,165,701
38
Female
62,365
Single
null
High School
Employed
22.827552
Rural
Premium
null
7
622
2
2024-01-10 15:21:39.131192
Average
No
Weekly
House
216
1,165,702
35
Female
4,933
Single
3
Master's
Self-Employed
null
Urban
Premium
1
10
709
2
2024-02-10 15:21:39.134960
Poor
No
Weekly
House
706
1,165,703
20
Female
86,323
Single
0
Master's
Unemployed
28.484423
Rural
Premium
null
5
null
2
2024-05-04 15:21:39.147735
Good
No
Daily
House
3,580
1,165,704
59
Female
55,645
Single
4
Master's
Employed
23.064152
Rural
Comprehensive
null
9
719
9
2020-12-14 15:21:39.134960
Good
Yes
Rarely
Condo
209
1,165,705
42
Male
40,845
Divorced
0
PhD
null
10.827762
Urban
Comprehensive
0
11
687
5
2024-01-22 15:21:39.155231
Average
No
Daily
House
200
1,165,706
37
Male
7,821
Married
4
Master's
Employed
16.151885
Suburban
Comprehensive
null
10
473
1
2023-07-05 15:21:39.259788
Average
Yes
Rarely
Condo
498
1,165,707
54
Female
34,642
Married
2
High School
null
28.738883
Urban
Basic
0
5
677
5
2021-09-20 15:21:39.252145
Poor
No
Monthly
Condo
2,712
1,165,708
57
Female
3,563
Divorced
4
PhD
Self-Employed
null
Urban
Premium
3
8
725
3
2022-02-21 15:21:39.130190
Poor
No
Daily
Apartment
727
1,165,709
59
Male
11,255
Single
0
Master's
Employed
51.372899
Urban
Comprehensive
1
9
436
9
2020-04-08 15:21:39.264504
Good
No
Rarely
House
1,159
1,165,710
42
Male
113,052
Married
0
PhD
Unemployed
null
Urban
Comprehensive
1
6
439
7
2022-06-08 15:21:39.207847
Poor
No
Daily
Condo
1,613
1,165,711
35
Female
14,169
Divorced
1
Master's
Employed
28.232425
Urban
Comprehensive
2
2
769
1
2024-04-07 15:21:39.204790
Good
No
Weekly
Condo
2,456
1,165,712
45
Female
1,277
Single
4
Master's
Self-Employed
null
Suburban
Comprehensive
1
3
624
2
2021-07-20 15:21:39.134960
Average
Yes
Weekly
Apartment
463
1,165,713
34
Male
72,377
Single
3
PhD
null
51.302282
Rural
Premium
0
3
596
1
2023-06-12 15:21:39.248098
Average
Yes
Daily
House
940
1,165,714
19
Male
14,112
Single
0
PhD
Employed
21.487788
Rural
Comprehensive
null
14
825
2
2022-08-17 15:21:39.095696
Good
No
Rarely
Apartment
276
1,165,715
48
Male
7,753
Married
1
Master's
null
31.952931
Suburban
Comprehensive
1
18
407
5
2020-08-19 15:21:39.144722
Good
No
Weekly
House
588
1,165,716
47
Female
12,943
Divorced
2
Bachelor's
null
27.955755
Suburban
Premium
1
3
510
8
2020-04-08 15:21:39.109552
Average
No
Rarely
Condo
158
1,165,717
33
Female
29,611
Divorced
null
Bachelor's
null
48.293678
Urban
Premium
null
12
822
2
2021-06-12 15:21:39.092127
Average
No
Weekly
House
230
1,165,718
38
Male
86,955
Married
0
PhD
Employed
null
Rural
Basic
null
8
722
3
2021-10-04 15:21:39.209847
Good
Yes
Daily
Apartment
2,033
1,165,719
18
Female
16,891
Single
4
PhD
Unemployed
21.957287
Rural
Basic
1
9
638
7
2022-06-14 15:21:39.237118
Good
No
Daily
House
563
1,165,720
51
Male
44,615
Divorced
1
Bachelor's
Employed
46.543134
Suburban
Premium
null
8
364
8
2023-04-30 15:21:39.155231
Average
Yes
Monthly
Condo
564
1,165,721
43
Male
15,983
Married
1
Bachelor's
null
33.273348
Urban
Comprehensive
1
9
607
2
2019-12-19 15:21:39.147735
Poor
No
Rarely
Apartment
881
1,165,722
28
Female
28,418
Divorced
1
Master's
Self-Employed
8.98497
Rural
Comprehensive
null
5
622
1
2022-09-30 15:21:39.236064
Good
No
Rarely
Condo
612
1,165,723
37
Male
12,981
Married
1
Bachelor's
Self-Employed
29.084455
Rural
Premium
0
17
595
8
2020-01-18 15:21:39.151732
Good
Yes
Monthly
Condo
874
1,165,724
57
Male
25,415
Divorced
2
PhD
Employed
29.783644
Urban
Premium
3
13
699
1
2024-01-23 15:21:39.249100
null
Yes
Rarely
House
3,411
1,165,725
18
Male
3,546
Married
3
Bachelor's
null
11.813307
Rural
Comprehensive
2
3
796
3
2024-07-19 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,284
1,165,726
53
Female
8,056
Divorced
2
Bachelor's
Unemployed
10.879598
Urban
Comprehensive
null
3
461
8
2021-07-24 15:21:39.114118
Good
No
Weekly
Apartment
755
1,165,727
47
Male
45,672
Married
1
High School
Employed
29.18386
Rural
Comprehensive
null
8
568
9
2022-01-09 15:21:39.237118
Good
Yes
Rarely
Condo
544
1,165,728
null
Female
116,185
Single
1
Bachelor's
Self-Employed
7.891745
Urban
Comprehensive
0
11
403
9
2024-01-11 15:21:39.155231
Poor
No
Monthly
Apartment
1,008
1,165,729
37
Male
24,040
Single
2
Bachelor's
null
42.221475
Suburban
Premium
0
1
325
2
2023-06-06 15:21:39.100695
Average
Yes
Weekly
Apartment
1,588
1,165,730
57
Male
17,062
Divorced
2
Master's
Employed
25.039202
Rural
Premium
0
14
478
9
2020-03-19 15:21:39.237118
Poor
No
Rarely
House
3,079
1,165,731
26
Female
6,342
Married
3
PhD
Unemployed
32.493181
Rural
Comprehensive
0
8
437
7
2023-07-24 15:21:39.098696
Good
No
Monthly
Condo
510
1,165,732
29
Female
53,959
Divorced
3
Master's
null
13.552086
Suburban
Basic
1
8
431
6
2021-03-21 15:21:39.206847
Poor
Yes
Monthly
Apartment
860
1,165,733
59
Female
82,295
Divorced
3
High School
Employed
52.849097
Rural
Comprehensive
1
11
725
5
2020-07-03 15:21:39.237118
Average
No
Weekly
Condo
1,678
1,165,734
25
Female
1,245
Single
0
PhD
null
12.937961
Urban
Comprehensive
0
18
null
1
2020-01-24 15:21:39.134960
Good
Yes
Rarely
Condo
2,082
1,165,735
61
Female
5,740
Married
0
High School
Unemployed
12.779847
Rural
Comprehensive
0
9
438
9
2023-11-30 15:21:39.084065
Good
Yes
Monthly
House
587
1,165,736
44
Male
44,748
Married
1
PhD
Self-Employed
31.992709
Urban
Basic
null
13
717
5
2023-02-22 15:21:39.155231
null
No
Rarely
Condo
459
1,165,737
null
Male
14,082
Divorced
0
High School
Employed
44.615544
Suburban
Premium
1
1
578
7
2023-07-20 15:21:39.204790
Average
Yes
Daily
House
2,938
1,165,738
47
Male
748
Single
0
Master's
Self-Employed
16.053914
Rural
Basic
2
2
818
2
2023-02-03 15:21:39.128286
Poor
No
Rarely
House
1,103
1,165,739
29
Female
76,653
Single
0
High School
Employed
9.48333
Rural
Basic
1
1
447
1
2024-06-19 15:21:39.122134
Poor
Yes
Daily
House
716
1,165,740
32
Female
6,719
Divorced
1
Bachelor's
Employed
15.834606
Urban
Comprehensive
null
15
819
1
2023-05-17 15:21:39.151732
Poor
No
Monthly
House
1,052
1,165,741
null
Male
42,962
Divorced
0
PhD
null
41.446838
Suburban
Basic
null
8
301
8
2019-09-21 15:21:39.155231
Average
Yes
Monthly
Apartment
1,324
1,165,742
39
Female
17,114
Divorced
4
Bachelor's
null
33.183651
Urban
Premium
1
1
323
6
2022-10-09 15:21:39.095696
Average
No
Daily
Condo
724
1,165,743
45
Female
25,404
Divorced
2
PhD
Employed
32.134904
Suburban
Comprehensive
null
1
551
9
2022-12-21 15:21:39.134960
Poor
Yes
Weekly
House
1,356
1,165,744
35
Male
24,271
Single
3
PhD
Self-Employed
22.376786
Suburban
Basic
null
5
562
9
2024-08-02 15:21:39.235012
null
No
Monthly
Apartment
220
1,165,745
22
Female
61,707
Married
4
PhD
Self-Employed
5.954581
Suburban
Comprehensive
2
19
849
7
2021-08-15 15:21:39.155231
null
Yes
Rarely
Apartment
794
1,165,746
52
Male
3,759
Married
1
Bachelor's
null
37.240302
Suburban
Basic
0
2
697
4
2024-05-23 15:21:39.177724
Poor
No
Monthly
House
434
1,165,747
53
Male
16,981
Divorced
3
High School
null
6.913408
Urban
Basic
1
8
461
4
2024-04-07 15:21:39.107553
Average
Yes
Rarely
House
607
1,165,748
18
Female
133,053
Single
null
PhD
Unemployed
9.672685
Suburban
Basic
null
8
416
2
2021-07-22 15:21:39.095696
Average
Yes
Monthly
House
3,237
1,165,749
33
Male
38,699
Single
2
Master's
Unemployed
40.567747
Suburban
Comprehensive
null
3
478
2
2020-02-14 15:21:39.255696
Poor
No
Monthly
House
884
1,165,750
31
Male
2,724
Single
2
PhD
Self-Employed
9.552123
Urban
Premium
1
3
651
9
2021-05-15 15:21:39.276901
Poor
Yes
Weekly
Condo
2,381
1,165,751
44
Male
20,303
Married
4
PhD
Employed
22.094197
Rural
Comprehensive
null
5
725
8
2021-09-09 15:21:39.174719
Poor
Yes
Weekly
Apartment
651
1,165,752
55
Male
25,861
Single
1
Bachelor's
Self-Employed
27.09949
Rural
Premium
2
17
null
8
2023-12-22 15:21:39.114118
Good
Yes
Daily
House
1,069
1,165,753
48
Male
20,883
Divorced
3
Bachelor's
Employed
21.0528
Urban
Basic
null
15
518
1
2024-03-16 15:21:39.155231
Poor
No
Monthly
Condo
1,692
1,165,754
55
Male
61,810
Married
1
Bachelor's
Self-Employed
26.037002
Rural
Basic
4
12
711
5
2020-11-30 15:21:39.202448
Average
Yes
Daily
Condo
3,279
1,165,755
46
Male
1,002
Single
0
PhD
null
30.088942
Suburban
Basic
2
6
635
1
2023-06-20 15:21:39.223901
Poor
No
Weekly
Condo
943
1,165,756
35
Female
3,822
Divorced
4
Bachelor's
Unemployed
16.881994
Rural
Comprehensive
1
13
649
8
2022-08-24 15:21:39.181605
Poor
No
Monthly
House
34
1,165,757
37
Male
98,898
Divorced
null
Master's
Employed
25.136033
Suburban
Comprehensive
1
7
639
2
2020-10-12 15:21:39.155231
Average
No
Weekly
House
3,845
1,165,758
58
Female
121,267
Single
4
Bachelor's
Unemployed
22.180935
Suburban
Comprehensive
null
7
452
7
2023-12-25 15:21:39.134960
Average
Yes
Rarely
House
2,847
1,165,759
51
Male
28,991
Single
0
PhD
Unemployed
7.227947
Suburban
Comprehensive
1
6
528
9
2021-12-26 15:21:39.188220
Average
Yes
Daily
Apartment
2,086
1,165,760
64
Male
50,624
Divorced
null
PhD
null
7.274901
Rural
Premium
2
9
379
2
2024-05-08 15:21:39.255696
Average
No
Weekly
Apartment
516
1,165,761
46
Male
17,140
Divorced
4
Master's
null
27.569373
Urban
Comprehensive
1
13
806
4
2022-02-08 15:21:39.082499
Average
Yes
Weekly
Apartment
934
1,165,762
64
Male
6,909
Single
2
High School
Unemployed
22.06571
Suburban
Premium
1
18
817
9
2024-03-21 15:21:39.106582
Poor
Yes
Monthly
Apartment
961
1,165,763
32
Male
32,631
Married
2
Bachelor's
Unemployed
47.907404
Urban
Basic
0
2
545
2
2023-01-31 15:21:39.226954
Poor
No
Monthly
Apartment
340
1,165,764
60
Male
44,614
Single
1
Bachelor's
Unemployed
16.17482
Rural
Comprehensive
0
9
796
1
2024-01-15 15:21:39.173834
Average
No
Weekly
Apartment
1,524
1,165,765
60
Female
52,389
Married
0
PhD
Unemployed
17.542786
Rural
Comprehensive
1
5
326
1
2023-08-14 15:21:39.097737
Average
No
Monthly
Apartment
532
1,165,766
56
Female
11,987
Divorced
0
PhD
Self-Employed
29.597777
Urban
Comprehensive
0
11
670
2
2019-11-28 15:21:39.204790
Average
Yes
Rarely
Condo
273
1,165,767
28
Male
114,912
Single
3
Master's
null
27.588097
Rural
Premium
1
13
443
7
2024-01-15 15:21:39.155231
Good
No
Weekly
Apartment
268
1,165,768
23
Male
7,087
Single
null
Master's
Employed
37.858368
Suburban
Basic
0
8
707
7
2023-11-22 15:21:39.134960
Good
No
Monthly
House
1,434
1,165,769
20
Male
63,555
Divorced
3
High School
Unemployed
30.943271
Suburban
Comprehensive
2
16
614
2
2019-12-29 15:21:39.175719
Poor
Yes
Weekly
Condo
40
1,165,770
23
Female
33,726
Single
null
Master's
null
30.753322
Suburban
Premium
0
14
null
9
2020-09-03 15:21:39.199447
Average
Yes
Daily
Condo
395
1,165,771
45
Female
9,072
Divorced
1
High School
null
12.848676
Urban
Comprehensive
1
1
609
6
2022-10-19 15:21:39.274993
Average
No
Monthly
Condo
595
1,165,772
59
Female
59,511
Married
2
High School
null
40.527182
Rural
Comprehensive
null
5
349
6
2023-12-26 15:21:39.107553
Good
Yes
Weekly
House
921
1,165,773
25
Male
91,352
Divorced
3
High School
null
15.937885
Rural
Basic
null
0
420
8
2019-11-01 15:21:39.092127
Good
No
Weekly
Condo
642
1,165,774
55
Male
29,467
Single
2
High School
Unemployed
13.942804
Urban
Comprehensive
null
13
null
1
2022-09-10 15:21:39.289099
Poor
Yes
Monthly
House
485
1,165,775
41
Female
20,883
Married
2
Master's
Employed
null
Urban
Premium
1
9
767
4
2022-03-25 15:21:39.130190
Average
No
Daily
House
3,186
1,165,776
25
Male
1,289
Single
2
PhD
Self-Employed
9.796537
Urban
Comprehensive
null
2
535
6
2020-03-23 15:21:39.252145
null
Yes
Daily
Apartment
647
1,165,777
56
Male
35,796
Single
2
Master's
Self-Employed
26.379526
Rural
Comprehensive
1
9
561
3
2023-07-16 15:21:39.091080
Average
No
Rarely
House
1,240
1,165,778
21
Female
9,388
Divorced
1
High School
Self-Employed
7.430345
Rural
Premium
1
4
532
6
2024-06-03 15:21:39.134960
Poor
Yes
Rarely
Condo
1,470
1,165,779
35
Male
93,060
Married
4
PhD
Unemployed
4.867343
Suburban
Basic
0
10
445
1
2020-05-14 15:21:39.237118
Good
No
Monthly
Condo
825
1,165,780
64
Male
26,578
Divorced
3
PhD
null
41.744284
Rural
Premium
null
17
556
5
2023-09-22 15:21:39.126661
Average
Yes
Weekly
Condo
1,745
1,165,781
58
Female
21,708
Single
4
Master's
Self-Employed
10.248548
Rural
Comprehensive
null
6
580
3
2022-06-08 15:21:39.184157
Average
Yes
Weekly
Apartment
654
1,165,782
18
Female
73,380
Single
4
Bachelor's
Unemployed
20.058576
Rural
Comprehensive
1
7
334
2
2021-05-20 15:21:39.168099
Average
No
Monthly
Condo
282
1,165,783
61
Male
4,511
Single
1
High School
null
7.742192
Rural
Basic
0
1
748
6
2020-06-12 15:21:39.237118
Poor
No
Rarely
House
2,665
1,165,784
50
Female
120,445
Married
1
Bachelor's
null
28.185981
Suburban
Comprehensive
2
10
785
1
2022-08-24 15:21:39.134960
Poor
No
Weekly
Apartment
2,362
1,165,785
19
Male
17,911
Married
3
Master's
Self-Employed
38.772749
Suburban
Basic
1
3
742
4
2020-03-12 15:21:39.267454
Poor
Yes
Monthly
Condo
2,120
1,165,786
28
Male
22,810
Single
2
PhD
Employed
10.138825
Urban
Premium
1
4
null
1
2021-11-23 15:21:39.166062
Good
Yes
Daily
Condo
124
1,165,787
24
Male
47,351
Divorced
0
Bachelor's
null
25.999612
Rural
Comprehensive
2
15
null
2
2022-03-21 15:21:39.109552
null
Yes
Daily
Apartment
1,124
1,165,788
46
Male
23,755
Married
3
Master's
Unemployed
44.624375
Suburban
Premium
0
19
431
4
2020-04-17 15:21:39.180553
Average
Yes
Daily
House
439
1,165,789
64
Male
34,245
Single
2
Master's
Self-Employed
29.989988
Suburban
Basic
2
12
null
9
2023-06-10 15:21:39.180553
Poor
No
Weekly
Apartment
34
1,165,790
38
Male
23,115
null
3
PhD
Employed
26.966703
Urban
Comprehensive
null
6
838
4
2024-03-20 15:21:39.144722
Average
No
Daily
House
563
1,165,791
37
Male
88,921
Married
4
PhD
Self-Employed
36.246769
Urban
Comprehensive
4
14
713
7
2021-06-20 15:21:39.133866
Good
No
Rarely
House
431
1,165,792
50
Female
44,003
Single
4
PhD
Unemployed
19.534253
Urban
Premium
null
14
728
1
2020-12-08 15:21:39.134960
Good
No
Rarely
House
587
1,165,793
34
Male
4,511
Divorced
3
Master's
null
23.915638
Suburban
Comprehensive
2
8
543
2
2023-01-24 15:21:39.134960
Good
No
Rarely
Apartment
35
1,165,794
58
Male
6,913
Married
4
Master's
Unemployed
30.446694
Suburban
Basic
null
6
848
5
2022-04-20 15:21:39.237118
null
Yes
Weekly
Apartment
1,363
1,165,795
59
Female
26,121
Divorced
1
Master's
Unemployed
23.394038
Rural
Premium
0
4
538
4
2023-01-01 15:21:39.170099
Poor
No
Weekly
Condo
1,081
1,165,796
54
Male
45,754
Married
3
High School
Self-Employed
18.791085
Rural
Premium
0
4
774
5
2023-06-06 15:21:39.282785
Poor
No
Daily
House
1,048
1,165,797
22
Male
8,991
Divorced
0
High School
Self-Employed
39.786552
Rural
Premium
2
8
576
6
2021-10-26 15:21:39.134960
Good
No
Weekly
House
654
1,165,798
64
Female
34,247
Single
2
Bachelor's
Employed
28.166066
Suburban
Basic
null
13
558
1
2023-02-19 15:21:39.192212
Good
No
Weekly
Apartment
1,891
1,165,799
30
Male
36,742
Married
3
High School
Employed
8.884178
Rural
Premium
1
15
null
7
2022-05-02 15:21:39.134960
Good
Yes
Rarely
House
522