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
49,800
55
Male
18,706
Single
2
Master's
Self-Employed
22.584252
Urban
Comprehensive
1
3
830
4
2019-09-05 15:21:39.176717
null
No
Weekly
House
693
49,801
51
Male
18,795
Married
1
Master's
Unemployed
10.928288
Suburban
Premium
0
16
584
3
2022-09-15 15:21:39.222387
Poor
Yes
Monthly
Apartment
1,007
49,802
45
Female
19,210
Single
4
Bachelor's
Unemployed
16.52832
Urban
Comprehensive
null
15
null
8
2022-09-10 15:21:39.231531
Good
Yes
Rarely
Condo
30
49,803
63
Female
null
Married
3
PhD
Employed
25.078706
Urban
Premium
0
4
614
3
2020-01-04 15:21:39.236064
Average
No
Monthly
Apartment
332
49,804
61
Female
42,984
Single
2
Bachelor's
Unemployed
19.955433
Rural
Basic
1
10
null
4
2023-12-19 15:21:39.237118
Good
No
Weekly
House
1,086
49,805
59
Male
1,409
Married
0
Bachelor's
Unemployed
7.744449
Rural
Basic
3
4
null
1
2020-01-28 15:21:39.202448
Average
No
Weekly
Condo
1,229
49,806
44
Female
118,741
Married
2
Bachelor's
Unemployed
9.510833
Urban
Comprehensive
null
10
758
4
2021-11-10 15:21:39.092127
Good
No
Weekly
Condo
101
49,807
32
Female
32,578
Single
2
High School
Unemployed
9.945008
Urban
Premium
2
13
537
4
2020-01-11 15:21:39.097737
Poor
No
Rarely
Apartment
119
49,808
45
Female
2,042
Single
1
PhD
Employed
34.094231
Suburban
Basic
0
3
786
3
2023-04-11 15:21:39.251142
Poor
No
Daily
Condo
300
49,809
41
Male
37,930
Divorced
3
Bachelor's
null
17.186542
Urban
Premium
0
15
534
5
2023-06-06 15:21:39.134960
Average
No
Monthly
House
1,593
49,810
30
Female
30,698
Married
4
PhD
Self-Employed
38.913332
Rural
Comprehensive
1
15
822
9
2024-04-24 15:21:39.134960
Poor
No
Daily
Apartment
1,249
49,811
61
Male
69,769
Divorced
3
Bachelor's
null
29.842178
Urban
Premium
3
0
463
5
2023-03-15 15:21:39.166062
Good
Yes
Rarely
Apartment
1,366
49,812
55
Female
16,082
Married
3
High School
Unemployed
44.09929
Suburban
Premium
1
3
553
1
2019-10-12 15:21:39.208842
Average
Yes
Monthly
Apartment
437
49,813
62
Male
92,214
Single
4
Bachelor's
Employed
13.520413
Urban
Premium
0
2
522
5
2021-01-21 15:21:39.274993
Average
No
Monthly
Condo
45
49,814
55
Female
23,755
Divorced
1
Master's
Employed
23.083777
Urban
Premium
null
14
772
2
2020-12-12 15:21:39.261856
Poor
No
Weekly
Apartment
1,079
49,815
60
Female
4,854
Married
3
High School
Unemployed
14.790931
Urban
Premium
3
7
595
2
2024-04-06 15:21:39.107553
Poor
No
Monthly
Condo
794
49,816
62
Male
80,769
Divorced
4
High School
Unemployed
27.889838
Suburban
Basic
null
18
798
2
2021-02-25 15:21:39.257696
Poor
No
Daily
House
383
49,817
45
Female
8,346
Divorced
1
PhD
null
15.464465
Urban
Basic
null
16
819
4
2023-03-10 15:21:39.155231
Poor
No
Daily
House
497
49,818
20
Male
123,380
Married
1
Master's
Employed
51.449439
Rural
Basic
2
18
380
7
2023-05-19 15:21:39.185215
Average
Yes
Weekly
Apartment
1,611
49,819
49
Male
44,927
Single
1
Bachelor's
Employed
19.964115
Rural
Comprehensive
2
11
728
9
2021-01-07 15:21:39.084065
Good
Yes
Monthly
Condo
948
49,820
50
Female
26,861
Married
0
PhD
null
null
Urban
Comprehensive
null
19
null
9
2020-02-27 15:21:39.150730
Average
Yes
Weekly
Condo
588
49,821
44
Female
66,154
Divorced
0
PhD
Self-Employed
23.902125
Suburban
Premium
2
15
713
5
2021-10-16 15:21:39.100695
Good
No
Rarely
Condo
246
49,822
21
Female
23,547
Married
2
PhD
Self-Employed
28.333623
Rural
Comprehensive
null
2
468
3
2021-06-06 15:21:39.134960
Poor
No
Rarely
Condo
1,298
49,823
23
Female
16,072
Single
4
Bachelor's
null
10.848755
Urban
Comprehensive
null
13
593
6
2024-04-17 15:21:39.236064
Good
No
Monthly
House
581
49,824
53
Male
17,387
Single
1
PhD
Unemployed
23.038892
Urban
Premium
null
1
null
6
2023-03-26 15:21:39.237118
Poor
Yes
Weekly
Apartment
613
49,825
44
Female
538
Single
3
PhD
Unemployed
null
Suburban
Premium
null
11
642
4
2024-07-03 15:21:39.134960
Good
Yes
Daily
Condo
551
49,826
29
Female
738
Married
2
High School
Unemployed
19.03874
Suburban
Comprehensive
1
6
467
2
2023-11-30 15:21:39.261856
Good
No
Daily
Condo
1,363
49,827
29
Female
2,973
Married
2
High School
Employed
28.487711
Urban
Premium
null
17
842
7
2021-12-31 15:21:39.149731
Average
No
Rarely
House
192
49,828
34
Male
18,096
Divorced
3
High School
Self-Employed
22.722106
Rural
Basic
1
13
420
2
2020-08-20 15:21:39.237118
Poor
Yes
Weekly
Condo
656
49,829
21
Female
68,210
Single
0
Master's
Unemployed
21.922768
Urban
Basic
3
16
301
2
2021-09-22 15:21:39.223901
Good
No
Weekly
House
2,026
49,830
33
Male
16,664
Single
3
Bachelor's
Employed
23.184765
Urban
Comprehensive
1
12
null
4
2024-07-28 15:21:39.255696
Average
No
Monthly
House
1,194
49,831
48
Female
5,094
Single
4
Bachelor's
Unemployed
25.013516
Urban
Basic
null
17
791
8
2024-01-30 15:21:39.144722
Poor
Yes
Monthly
House
48
49,832
27
Female
43,972
Single
0
High School
Self-Employed
7.579529
Rural
Basic
null
16
null
8
2021-04-23 15:21:39.221386
Poor
No
Daily
House
1,232
49,833
62
Female
1,044
Single
1
High School
null
34.246979
Urban
Basic
null
12
790
7
2024-03-08 15:21:39.155231
Good
No
Daily
Condo
166
49,834
47
Female
6,804
Single
0
Master's
null
19.564209
Rural
Basic
2
14
712
5
2021-09-09 15:21:39.230483
Poor
No
Monthly
Condo
1,136
49,835
41
Female
4,419
Divorced
null
Master's
null
43.390949
Rural
Comprehensive
2
10
588
7
2023-09-29 15:21:39.217387
Average
No
Monthly
House
1,204
49,836
21
Female
24,961
Single
4
Bachelor's
null
14.143906
Urban
Premium
3
6
786
8
2023-02-22 15:21:39.252145
Poor
No
Monthly
House
952
49,837
60
Female
30,690
Married
1
Bachelor's
null
22.148875
Urban
Basic
1
7
null
6
2021-05-11 15:21:39.283783
Good
Yes
Monthly
Apartment
30
49,838
27
Male
16,281
Married
0
Bachelor's
Self-Employed
19.183887
Suburban
Comprehensive
null
0
null
1
2020-04-05 15:21:39.123711
Good
Yes
Weekly
Condo
2,905
49,839
30
Female
8,093
Single
4
High School
null
45.813236
Urban
Comprehensive
0
3
678
8
2020-05-01 15:21:39.282785
Good
No
Monthly
House
1,559
49,840
40
Male
27,460
Divorced
0
Master's
Employed
15.827058
Urban
Basic
null
15
582
5
2021-07-29 15:21:39.102694
Poor
Yes
Weekly
Apartment
973
49,841
32
Male
16,582
Single
2
PhD
Employed
39.487039
Rural
Premium
0
9
827
1
2019-09-03 15:21:39.218388
Good
No
Weekly
Condo
173
49,842
18
Female
15,882
Single
3
High School
Self-Employed
null
Urban
Comprehensive
0
19
757
9
2022-05-04 15:21:39.092127
Average
Yes
Weekly
Apartment
1,301
49,843
59
Female
17,891
Married
0
PhD
Self-Employed
6.656922
Suburban
Premium
0
9
722
6
2024-05-03 15:21:39.254678
Poor
No
Monthly
Apartment
172
49,844
22
Female
24,983
Divorced
4
Master's
Self-Employed
30.826397
Urban
Basic
0
16
708
1
2019-11-23 15:21:39.237118
Good
No
Rarely
Condo
1,034
49,845
43
Male
38,509
Single
2
Bachelor's
Self-Employed
26.879005
Suburban
Premium
0
18
472
1
2022-09-01 15:21:39.164044
Poor
Yes
Weekly
Apartment
661
49,846
23
Female
8,258
Divorced
null
Master's
Unemployed
30.392863
Urban
Comprehensive
1
13
397
3
2024-05-07 15:21:39.283783
Poor
Yes
Weekly
Apartment
964
49,847
52
Male
28,132
Divorced
4
Master's
Self-Employed
15.154083
Suburban
Comprehensive
0
12
763
3
2019-10-07 15:21:39.116179
Average
Yes
Rarely
Apartment
836
49,848
35
Male
20,243
Married
2
PhD
Self-Employed
5.65494
Rural
Comprehensive
1
4
659
1
2021-04-06 15:21:39.260856
Poor
Yes
Rarely
House
437
49,849
50
Female
49,095
Divorced
4
Bachelor's
Unemployed
51.958685
Urban
Basic
null
18
692
5
2021-04-27 15:21:39.100695
Good
Yes
Weekly
House
693
49,850
32
Female
null
Divorced
1
High School
Self-Employed
24.168739
Rural
Basic
null
7
308
5
2020-06-07 15:21:39.202448
Poor
Yes
Rarely
Apartment
1,544
49,851
40
Female
47,800
Single
4
PhD
Self-Employed
18.03823
Urban
Premium
null
17
316
9
2023-01-17 15:21:39.250151
Poor
Yes
Rarely
Condo
1,074
49,852
32
Male
15,863
Married
0
Bachelor's
null
7.270155
Suburban
Comprehensive
0
4
459
6
2020-08-01 15:21:39.086123
Poor
Yes
Rarely
Apartment
699
49,853
52
Female
38,821
Divorced
3
PhD
Unemployed
38.251937
Urban
Comprehensive
null
18
554
3
2021-09-26 15:21:39.184157
Poor
No
Weekly
Condo
543
49,854
31
Female
1,418
Married
null
High School
Self-Employed
27.569208
Urban
Premium
1
17
null
3
2020-01-23 15:21:39.261856
Poor
Yes
Rarely
House
2,658
49,855
63
Male
7,894
Married
0
PhD
null
28.081545
Suburban
Comprehensive
1
8
null
8
2024-02-28 15:21:39.134960
Good
Yes
Rarely
Condo
469
49,856
40
Male
18,359
Divorced
3
Bachelor's
null
null
Urban
Premium
null
19
617
4
2022-11-15 15:21:39.097737
Average
No
Rarely
Apartment
646
49,857
49
Male
51,471
Single
3
Bachelor's
Self-Employed
26.382727
Suburban
Premium
null
5
325
2
2019-10-22 15:21:39.176717
Poor
Yes
Daily
House
1,113
49,858
22
Female
870
Divorced
3
Bachelor's
Self-Employed
33.5272
Suburban
Comprehensive
1
6
459
6
2024-03-20 15:21:39.134960
Good
Yes
Daily
Apartment
607
49,859
26
Male
39,746
Divorced
4
PhD
Employed
39.087153
Urban
Comprehensive
null
8
609
5
2022-05-08 15:21:39.086123
Average
Yes
Monthly
Condo
547
49,860
48
Male
11,200
Married
2
Master's
null
16.946603
Suburban
Comprehensive
0
13
473
1
2024-01-27 15:21:39.202448
Average
Yes
Daily
House
800
49,861
32
Female
15,774
Divorced
2
Master's
Self-Employed
47.453067
Suburban
Basic
3
5
718
2
2023-07-08 15:21:39.134960
Average
Yes
Weekly
Condo
964
49,862
51
Female
55,411
Single
null
PhD
Employed
null
Rural
Basic
1
15
827
3
2024-01-14 15:21:39.259788
Average
No
Daily
Apartment
2,222
49,863
60
Male
17,001
Divorced
0
Master's
Unemployed
26.248944
Rural
Basic
null
16
468
5
2021-05-19 15:21:39.204790
Good
No
Daily
Apartment
1,747
49,864
21
Female
26,395
Married
0
Master's
Unemployed
25.037338
Suburban
Comprehensive
1
17
829
1
2020-02-06 15:21:39.280784
Poor
No
Daily
Condo
731
49,865
52
Female
27,244
Single
4
PhD
Self-Employed
37.03939
Rural
Basic
1
15
844
2
2024-07-11 15:21:39.264504
Average
Yes
Weekly
House
1,104
49,866
64
Male
11,014
Single
3
High School
null
7.764687
Rural
Comprehensive
2
13
583
8
2021-02-02 15:21:39.181605
Poor
Yes
Daily
Condo
481
49,867
35
Female
38,898
Divorced
2
Bachelor's
null
23.791035
Suburban
Premium
1
11
842
6
2021-04-23 15:21:39.217387
Poor
No
Weekly
House
1,577
49,868
28
Female
52,856
Single
0
High School
Self-Employed
9.913202
Suburban
Comprehensive
1
9
385
2
2023-12-02 15:21:39.225916
Poor
Yes
Rarely
Apartment
1,163
49,869
30
Female
3,770
Divorced
3
High School
Self-Employed
12.374677
Rural
Comprehensive
2
14
847
6
2024-07-01 15:21:39.276901
Good
No
Weekly
Apartment
1,263
49,870
30
Female
62,702
Married
4
Bachelor's
Employed
26.247872
Rural
Comprehensive
0
14
347
5
2024-07-31 15:21:39.079128
Average
Yes
Weekly
House
677
49,871
54
Male
16,389
Divorced
1
PhD
null
7.254957
Suburban
Comprehensive
1
19
368
4
2020-05-19 15:21:39.098696
Good
No
Monthly
Apartment
939
49,872
null
Male
4,892
Single
1
High School
null
null
Suburban
Basic
0
0
null
4
2022-01-14 15:21:39.148733
Good
No
Monthly
Apartment
1,163
49,873
59
Male
8,859
Married
4
PhD
Employed
41.781851
Urban
Premium
1
9
null
2
2022-05-13 15:21:39.193945
Poor
Yes
Rarely
Condo
542
49,874
64
Male
30,041
Single
0
Master's
Self-Employed
18.749588
Urban
Premium
0
12
597
4
2022-01-13 15:21:39.150730
Average
No
Daily
House
2,266
49,875
26
Female
3,058
Married
4
High School
Employed
31.588578
Rural
Basic
2
9
null
4
2022-11-06 15:21:39.130190
Poor
No
Monthly
Apartment
479
49,876
49
Male
4,876
Single
3
PhD
Employed
16.818158
Rural
Basic
null
0
346
8
2023-10-18 15:21:39.279729
Poor
No
Weekly
Apartment
356
49,877
34
Male
null
Single
1
PhD
null
4.785064
Rural
Premium
3
10
342
9
2022-03-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,295
49,878
59
Female
29,076
Single
3
Master's
Employed
null
Urban
Premium
null
4
581
9
2020-06-22 15:21:39.164044
Poor
No
Monthly
House
1,694
49,879
23
Female
8,892
Married
2
High School
null
6.84894
Urban
Comprehensive
0
7
687
8
2020-07-20 15:21:39.151732
Average
No
Daily
Apartment
1,670
49,880
44
Male
626
Divorced
4
Bachelor's
Self-Employed
37.937381
Urban
Premium
null
11
798
3
2021-12-10 15:21:39.282785
Good
No
Rarely
House
24
49,881
51
Male
23,887
Single
1
High School
Self-Employed
17.055531
Suburban
Basic
3
13
743
7
2023-09-30 15:21:39.237118
Poor
Yes
Daily
Apartment
1,522
49,882
28
Male
2,551
Divorced
1
Bachelor's
Employed
20.62228
Rural
Basic
null
2
723
3
2023-02-03 15:21:39.274993
Average
No
Weekly
Condo
88
49,883
51
Female
45,409
Divorced
1
PhD
null
17.986934
Urban
Basic
1
11
761
5
2023-08-27 15:21:39.237118
Good
No
Monthly
Condo
106
49,884
52
Male
60,788
Married
2
PhD
null
null
Suburban
Premium
0
17
543
5
2021-12-01 15:21:39.117183
null
Yes
Rarely
Condo
2,161
49,885
26
Male
5,942
Married
2
Master's
Unemployed
29.958904
Suburban
Premium
0
0
609
7
2022-07-29 15:21:39.237118
Poor
No
Monthly
Condo
1,016
49,886
51
Female
23,998
Married
2
PhD
null
27.879605
Urban
Premium
null
1
647
8
2022-10-17 15:21:39.261856
Average
No
Rarely
Apartment
532
49,887
45
Female
50,486
Divorced
1
PhD
Self-Employed
7.812094
Rural
Basic
1
7
382
7
2020-07-28 15:21:39.134960
Good
Yes
Monthly
House
588
49,888
37
Male
74,518
Divorced
0
High School
Unemployed
16.137723
Rural
Premium
3
2
632
4
2022-04-12 15:21:39.264504
Average
Yes
Monthly
Condo
4,511
49,889
43
Female
9,330
Married
1
Master's
Self-Employed
49.14082
Suburban
Premium
null
4
482
6
2022-05-01 15:21:39.259788
Average
Yes
Daily
House
222
49,890
40
Male
74,859
Divorced
0
High School
Employed
30.69343
Suburban
Comprehensive
0
18
489
2
2021-04-26 15:21:39.106582
Average
No
Monthly
Condo
4,517
49,891
45
Female
17,561
Married
3
Master's
Employed
22.849496
Suburban
Basic
2
16
662
1
2021-09-24 15:21:39.175719
Good
Yes
Rarely
House
627
49,892
38
Female
14,501
Married
1
Bachelor's
null
37.954029
Rural
Basic
2
10
611
8
2020-07-13 15:21:39.134960
Average
No
Daily
Apartment
856
49,893
60
Male
54,920
Married
0
High School
Employed
null
Urban
Comprehensive
0
10
509
4
2022-04-20 15:21:39.176717
Poor
Yes
Rarely
House
597
49,894
57
Male
10,776
Divorced
null
Master's
Unemployed
27.011117
Rural
Comprehensive
null
14
454
1
2020-05-04 15:21:39.259788
Good
No
Daily
House
825
49,895
52
Male
86,760
Divorced
1
High School
Unemployed
4.336666
Suburban
Comprehensive
null
0
406
7
2023-12-12 15:21:39.180553
Poor
No
Monthly
House
459
49,896
39
Male
35,682
Married
4
Bachelor's
Self-Employed
20.97645
Suburban
Comprehensive
null
18
495
8
2021-07-14 15:21:39.171102
Average
No
Daily
Condo
1,210
49,897
58
Male
149,653
Single
2
PhD
Employed
19.976623
Rural
Basic
null
11
324
9
2022-09-04 15:21:39.081504
Average
No
Rarely
Condo
1,803
49,898
27
Male
7,071
Divorced
null
High School
Unemployed
13.136566
Suburban
Basic
null
13
642
2
2022-03-05 15:21:39.148733
Poor
Yes
Daily
Condo
2,061
49,899
63
Female
8,891
Divorced
1
Bachelor's
null
29.04949
Suburban
Premium
null
1
829
6
2022-01-02 15:21:39.177724
Average
Yes
Rarely
Apartment
838