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
1,179,800
38
Female
102,972
Divorced
2
Master's
null
24.59419
Urban
Premium
0
13
616
5
2022-10-06 15:21:39.194829
Poor
No
Monthly
Apartment
115
1,179,801
52
Male
47,813
Divorced
2
Bachelor's
Self-Employed
35.001152
Suburban
Premium
null
1
556
7
2023-02-07 15:21:39.202448
Poor
No
Weekly
Apartment
221
1,179,802
23
Female
3,680
Married
0
PhD
null
23.264449
Suburban
Basic
null
2
833
8
2024-08-09 15:21:39.116179
null
No
Daily
House
1,093
1,179,803
20
Male
22,052
Married
2
PhD
Self-Employed
13.328728
Urban
Comprehensive
2
3
null
6
2023-12-02 15:21:39.095696
Poor
Yes
Monthly
Condo
165
1,179,804
56
Female
5,914
Single
3
PhD
null
19.120788
Urban
Premium
null
12
541
6
2022-09-25 15:21:39.261856
Average
No
Rarely
Apartment
509
1,179,805
21
Male
9,892
Single
0
High School
Employed
25.829009
Rural
Premium
0
8
null
8
2022-12-29 15:21:39.155231
Average
No
Weekly
Condo
1,480
1,179,806
18
Male
28,615
Married
0
PhD
Employed
27.68412
Suburban
Comprehensive
1
0
779
2
2021-10-03 15:21:39.254678
Poor
No
Rarely
Apartment
801
1,179,807
36
Male
1,329
Single
3
High School
Unemployed
7.547683
Suburban
Premium
2
11
561
8
2023-10-05 15:21:39.273454
Average
No
Rarely
Apartment
1,534
1,179,808
60
Female
15,041
Single
0
Master's
null
47.504055
Rural
Basic
null
0
832
8
2024-06-21 15:21:39.289099
Average
Yes
Weekly
House
647
1,179,809
58
Female
26,383
Divorced
1
High School
Employed
15.016956
Suburban
Comprehensive
1
0
null
5
2021-09-17 15:21:39.254678
Average
Yes
Monthly
Apartment
2,466
1,179,810
20
Male
17,778
Single
4
Bachelor's
null
46.61832
Rural
Comprehensive
0
5
798
5
2020-03-10 15:21:39.134960
Good
No
Monthly
Condo
809
1,179,811
30
Female
10,564
Single
0
Bachelor's
Employed
8.782903
Rural
Premium
0
5
517
1
2023-04-10 15:21:39.107553
Good
No
Monthly
House
970
1,179,812
32
Male
95,738
Divorced
0
PhD
Employed
28.367588
Suburban
Basic
3
11
413
2
2023-02-15 15:21:39.237118
Good
No
Weekly
Condo
827
1,179,813
43
Female
27,306
Single
4
High School
Self-Employed
21.241978
Urban
Premium
null
11
551
9
2021-05-26 15:21:39.170099
Average
Yes
Monthly
Apartment
708
1,179,814
62
Female
1,611
null
null
High School
Employed
22.391963
Urban
Basic
0
15
null
9
2023-12-11 15:21:39.208842
Good
No
Daily
Apartment
1,291
1,179,815
18
Female
null
Married
3
Bachelor's
Employed
19.966188
Rural
Basic
null
1
578
4
2020-04-08 15:21:39.257696
null
No
Monthly
Condo
224
1,179,816
25
Female
37,647
Single
0
Bachelor's
Self-Employed
9.945681
Suburban
Basic
null
9
584
2
2021-07-26 15:21:39.155231
Good
Yes
Monthly
House
762
1,179,817
30
Female
18,671
Married
3
High School
Self-Employed
25.334219
Rural
Premium
1
14
662
2
2021-03-06 15:21:39.261856
Poor
No
Daily
Condo
548
1,179,818
54
Female
73,851
Divorced
1
Bachelor's
null
48.838366
Rural
Basic
2
15
627
3
2024-01-18 15:21:39.233998
Average
Yes
Rarely
Condo
417
1,179,819
34
Female
20,429
Single
4
Master's
Employed
21.998832
Suburban
Comprehensive
1
6
null
8
2022-07-04 15:21:39.189223
Good
No
Monthly
Apartment
3,514
1,179,820
57
Female
12,881
Married
4
High School
Employed
13.914496
Urban
Comprehensive
null
12
802
6
2020-09-27 15:21:39.167099
Average
Yes
Monthly
House
1,313
1,179,821
56
Male
26,983
Divorced
4
Master's
Employed
16.069647
Urban
Comprehensive
0
19
711
6
2021-09-24 15:21:39.223901
Average
No
Weekly
Condo
1,505
1,179,822
52
Female
20,822
Single
2
PhD
Unemployed
22.544864
Suburban
Comprehensive
null
15
489
9
2021-07-28 15:21:39.107553
Poor
Yes
Rarely
Condo
744
1,179,823
38
Female
45,241
Single
1
Master's
Employed
29.938555
Rural
Premium
1
2
519
6
2020-05-29 15:21:39.144722
Good
Yes
Rarely
Apartment
863
1,179,824
22
Male
34,664
Single
4
Master's
Unemployed
9.742376
Suburban
Premium
0
8
731
4
2024-02-15 15:21:39.085129
Good
No
Weekly
House
1,206
1,179,825
59
Female
21,386
Single
0
Bachelor's
Employed
38.981222
Suburban
Comprehensive
0
8
798
2
2021-06-09 15:21:39.193945
null
Yes
Rarely
House
292
1,179,826
31
Male
null
Married
2
Bachelor's
Employed
21.09002
Urban
Comprehensive
1
18
398
7
2021-01-25 15:21:39.146733
Poor
Yes
Weekly
Apartment
1,461
1,179,827
54
Female
1,980
Divorced
4
PhD
null
51.845837
Urban
Comprehensive
2
14
347
4
2022-02-04 15:21:39.192212
Average
Yes
Weekly
Apartment
1,667
1,179,828
46
Female
30,838
Divorced
1
High School
null
36.382735
Urban
Premium
null
18
683
3
2024-04-24 15:21:39.133866
Poor
Yes
Monthly
Apartment
1,099
1,179,829
41
Female
10,076
Divorced
1
Master's
Self-Employed
15.652582
Rural
Comprehensive
2
19
394
4
2020-10-09 15:21:39.205850
Average
Yes
Monthly
Condo
26
1,179,830
39
Male
17
Divorced
3
Bachelor's
Self-Employed
29.141623
Urban
Basic
null
6
759
8
2020-11-28 15:21:39.244069
Good
No
Monthly
House
687
1,179,831
27
Female
43,252
Single
4
Bachelor's
Employed
22.294477
Rural
Comprehensive
1
9
785
4
2022-04-20 15:21:39.172097
Poor
No
Weekly
House
428
1,179,832
21
Male
748
Married
1
PhD
Unemployed
6.51282
Rural
Comprehensive
2
0
606
8
2022-05-17 15:21:39.237118
Good
Yes
Weekly
Apartment
1,836
1,179,833
50
Female
2,369
Single
4
High School
null
14.084511
Suburban
Comprehensive
0
10
349
2
2022-09-13 15:21:39.145732
Good
No
Rarely
Apartment
829
1,179,834
35
Female
16,408
Married
2
Master's
Employed
34.27171
Rural
Basic
null
17
null
9
2024-03-10 15:21:39.145732
Good
No
Daily
House
486
1,179,835
53
Male
51,544
Single
2
Bachelor's
Self-Employed
48.854285
Urban
Basic
2
19
699
6
2022-08-22 15:21:39.134960
Good
No
Weekly
Apartment
4,937
1,179,836
19
Male
29,862
Single
1
High School
Unemployed
30.234737
Urban
Basic
null
18
776
3
2020-04-12 15:21:39.134960
Poor
Yes
Rarely
House
463
1,179,837
43
Male
45,475
Divorced
2
Bachelor's
Employed
30.078431
Suburban
Comprehensive
null
14
719
3
2021-03-28 15:21:39.123711
Poor
Yes
Weekly
Apartment
607
1,179,838
37
Male
11,237
Married
null
PhD
Unemployed
26.566801
Suburban
Premium
0
17
769
2
2022-08-12 15:21:39.134960
Good
Yes
Daily
House
597
1,179,839
47
Male
7,991
Married
4
PhD
null
23.735776
Urban
Comprehensive
null
6
751
9
2021-12-17 15:21:39.098696
Poor
No
Monthly
House
1,269
1,179,840
25
Male
39
Married
3
Master's
Self-Employed
33.817091
Rural
Comprehensive
3
3
719
3
2021-07-05 15:21:39.285112
Average
No
Weekly
Condo
565
1,179,841
39
Male
113,766
Divorced
3
Bachelor's
null
13.938123
Suburban
Premium
null
11
467
3
2024-05-31 15:21:39.081504
null
No
Weekly
Condo
1,204
1,179,842
30
Female
5,537
Single
null
Master's
null
41.657702
Rural
Basic
0
11
676
1
2019-10-30 15:21:39.237118
Poor
No
Monthly
Apartment
709
1,179,843
23
Female
null
Married
null
Bachelor's
Employed
28.810419
Rural
Basic
2
3
698
1
2020-08-15 15:21:39.210805
Poor
Yes
Rarely
House
2,489
1,179,844
27
Male
11,558
Single
4
Master's
null
30.988679
Urban
Basic
null
8
326
9
2023-08-29 15:21:39.268507
Average
No
Weekly
House
537
1,179,845
34
Male
75,844
Divorced
2
High School
Self-Employed
39.790864
Urban
Premium
1
15
778
7
2021-04-30 15:21:39.134960
Good
No
Rarely
House
45
1,179,846
30
Male
63,606
Divorced
null
Bachelor's
Unemployed
44.165424
Suburban
Basic
0
9
665
2
2020-12-09 15:21:39.194829
Good
Yes
Monthly
Apartment
117
1,179,847
56
Male
131,523
Married
3
High School
Self-Employed
24.283302
Suburban
Comprehensive
1
11
408
9
2021-12-15 15:21:39.165120
Poor
Yes
Rarely
Condo
1,466
1,179,848
57
Female
67,196
Married
2
Bachelor's
Unemployed
36.126562
Urban
Comprehensive
null
7
448
1
2022-05-10 15:21:39.251142
Poor
No
Weekly
Apartment
1,096
1,179,849
20
Female
13,454
Divorced
1
Bachelor's
Employed
34.098522
Urban
Comprehensive
null
5
431
4
2022-02-16 15:21:39.134960
Average
No
Weekly
Condo
27
1,179,850
34
Female
17,111
Divorced
0
High School
null
null
Urban
Basic
0
0
657
6
2023-02-14 15:21:39.272456
Poor
Yes
Daily
House
963
1,179,851
30
Female
7,078
Single
4
Master's
Unemployed
16.867447
Rural
Premium
0
8
441
5
2019-12-22 15:21:39.144722
Average
No
Weekly
Condo
320
1,179,852
39
Male
30,228
Single
1
PhD
Unemployed
27.63636
Rural
Basic
null
19
752
2
2023-07-26 15:21:39.155231
Poor
No
Weekly
Condo
721
1,179,853
54
Male
26,894
Married
3
Bachelor's
Self-Employed
null
Rural
Premium
null
1
639
5
2019-08-25 15:21:39.219432
Average
Yes
Monthly
Apartment
1,734
1,179,854
28
Female
84,553
Divorced
4
Master's
Self-Employed
43.936126
Urban
Premium
null
15
389
1
2022-09-04 15:21:39.082499
Average
Yes
Weekly
Condo
1,295
1,179,855
36
Female
758
Married
4
High School
Self-Employed
19.766589
Rural
Basic
null
16
384
5
2021-08-12 15:21:39.155231
Average
No
Monthly
Condo
194
1,179,856
29
Female
null
Married
4
Bachelor's
Self-Employed
26.994855
Urban
Premium
4
1
590
5
2024-06-11 15:21:39.155231
Average
Yes
Monthly
Condo
2,155
1,179,857
59
Male
70,242
Married
2
Bachelor's
null
10.049272
Urban
Comprehensive
0
12
397
4
2022-10-07 15:21:39.084065
Poor
Yes
Monthly
Condo
1,040
1,179,858
31
Female
82,727
Single
3
Master's
null
15.661733
Rural
Basic
2
17
465
5
2024-03-24 15:21:39.155231
Good
Yes
Daily
Apartment
434
1,179,859
62
Female
1,327
Single
1
High School
Employed
7.939245
Urban
Premium
2
3
null
3
2021-07-21 15:21:39.230483
Poor
Yes
Weekly
Condo
669
1,179,860
38
Female
null
Single
2
High School
Self-Employed
46.824377
Urban
Comprehensive
1
15
330
2
2023-05-24 15:21:39.134960
Good
No
Weekly
Condo
910
1,179,861
51
Female
25,196
Single
4
Bachelor's
null
46.951828
Urban
Comprehensive
null
15
null
8
2019-09-25 15:21:39.253660
Average
Yes
Monthly
Apartment
645
1,179,862
30
Male
26,099
Married
2
PhD
Unemployed
21.374843
Rural
Premium
null
2
808
2
2024-07-30 15:21:39.101733
Average
No
Monthly
House
1,522
1,179,863
63
Male
10,664
Married
2
PhD
Self-Employed
15.55893
Suburban
Basic
1
1
null
5
2022-04-08 15:21:39.168099
Poor
No
Monthly
Apartment
1,511
1,179,864
62
Female
115,027
null
3
High School
Employed
33.788283
Rural
Comprehensive
2
19
765
7
2021-08-16 15:21:39.279729
Good
Yes
Weekly
Condo
1,038
1,179,865
56
Female
null
Single
2
High School
null
16.917422
Rural
Premium
0
15
371
7
2022-05-17 15:21:39.206847
Good
No
Monthly
Apartment
554
1,179,866
41
Male
93,052
Divorced
1
PhD
null
4.724556
Rural
Comprehensive
3
8
783
8
2023-04-13 15:21:39.096739
Good
No
Rarely
Apartment
1,876
1,179,867
58
Male
478
Single
0
Bachelor's
null
19.752369
Urban
Premium
null
17
719
3
2020-10-30 15:21:39.190215
Average
No
Rarely
Condo
22
1,179,868
18
Male
3,249
Married
null
Master's
Unemployed
37.737334
Rural
Basic
3
2
410
8
2022-11-19 15:21:39.237118
Good
No
Weekly
Apartment
990
1,179,869
45
Female
29,173
Single
3
Bachelor's
Self-Employed
47.91274
Urban
Comprehensive
0
1
814
2
2021-08-07 15:21:39.276901
Average
No
Rarely
Apartment
2,134
1,179,870
63
Male
null
Divorced
4
Master's
Self-Employed
27.498417
Rural
Comprehensive
0
16
397
7
2022-02-19 15:21:39.207847
Average
No
Rarely
Apartment
907
1,179,871
63
Male
27,172
Single
1
High School
null
51.849183
Rural
Premium
null
1
745
5
2019-11-27 15:21:39.206847
Poor
Yes
Daily
House
1,554
1,179,872
29
Female
24,758
Married
4
PhD
Self-Employed
37.454558
Rural
Premium
1
15
743
3
2021-04-15 15:21:39.134960
Good
Yes
Monthly
House
982
1,179,873
52
Female
47,336
Married
0
Master's
Unemployed
40.898606
Suburban
Comprehensive
2
8
null
2
2020-09-27 15:21:39.134960
null
No
Monthly
Apartment
2,020
1,179,874
48
Male
18,097
Divorced
4
PhD
Unemployed
49.939201
Suburban
Basic
2
0
605
2
2022-08-10 15:21:39.134960
null
No
Monthly
Apartment
1,021
1,179,875
60
Female
1,480
Married
3
Bachelor's
Unemployed
22.57293
Urban
Comprehensive
2
16
731
4
2022-11-21 15:21:39.174719
Poor
No
Weekly
House
685
1,179,876
37
Female
711
Single
3
PhD
Unemployed
16.819612
Rural
Basic
0
1
815
4
2020-03-21 15:21:39.172097
Poor
Yes
Weekly
House
1,878
1,179,877
41
Female
25,655
Single
3
PhD
Employed
37.295868
Suburban
Comprehensive
1
1
757
8
2020-07-29 15:21:39.189223
Good
Yes
Daily
Condo
296
1,179,878
47
Female
42,403
Married
4
Bachelor's
Self-Employed
21.465871
Urban
Basic
0
3
519
2
2020-07-27 15:21:39.187211
Poor
Yes
Weekly
House
1,388
1,179,879
22
Male
20,659
Married
4
PhD
Unemployed
50.811525
Urban
Basic
1
2
554
9
2022-02-22 15:21:39.276901
Good
No
Weekly
Condo
638
1,179,880
23
Female
2,429
Divorced
3
Bachelor's
Employed
18.157852
Rural
Comprehensive
0
16
321
8
2023-04-12 15:21:39.252145
Good
No
Monthly
Apartment
959
1,179,881
58
Female
479
Divorced
1
Bachelor's
Employed
29.948809
Rural
Premium
1
8
451
5
2020-12-29 15:21:39.237118
Good
No
Rarely
Apartment
882
1,179,882
24
Male
78,895
Married
2
PhD
Self-Employed
null
Suburban
Comprehensive
null
17
494
5
2023-12-29 15:21:39.123711
null
Yes
Daily
Condo
814
1,179,883
63
Male
28,680
Single
4
Master's
Employed
19.636381
Rural
Premium
2
6
819
3
2023-06-11 15:21:39.108562
Good
No
Monthly
House
274
1,179,884
34
Male
17,891
Single
3
Master's
null
11.926189
Rural
Premium
null
14
519
7
2022-10-23 15:21:39.082499
Average
No
Weekly
House
928
1,179,885
49
Male
18,577
Divorced
2
High School
Employed
12.85324
Urban
Comprehensive
1
3
744
2
2021-04-20 15:21:39.134960
Poor
No
Monthly
Condo
815
1,179,886
42
Male
131,537
Divorced
0
PhD
Self-Employed
49.049397
Rural
Basic
3
10
779
9
2021-01-17 15:21:39.168099
Poor
Yes
Daily
Apartment
2,195
1,179,887
52
Female
6,536
Divorced
null
PhD
Self-Employed
35.844234
Suburban
Basic
null
15
624
1
2020-06-22 15:21:39.209847
null
No
Rarely
House
1,014
1,179,888
64
Female
4,947
Divorced
3
High School
null
20.566253
Suburban
Premium
null
18
318
7
2023-11-27 15:21:39.133866
Poor
No
Rarely
House
738
1,179,889
28
Male
74,857
Married
4
PhD
Self-Employed
52.771671
Suburban
Basic
1
16
716
8
2019-12-02 15:21:39.243673
Poor
Yes
Monthly
Condo
548
1,179,890
50
Male
24,486
Married
3
PhD
null
35.891131
Rural
Basic
null
8
395
2
2023-11-14 15:21:39.154008
Average
Yes
Monthly
House
2,160
1,179,891
51
Male
5,184
Divorced
3
Bachelor's
null
28.204576
Suburban
Basic
2
11
388
8
2019-10-17 15:21:39.188220
Average
No
Daily
Apartment
25
1,179,892
30
Female
61,342
Single
4
Bachelor's
null
35.744395
Rural
Basic
null
18
589
1
2023-06-23 15:21:39.258696
Average
Yes
Daily
Condo
50
1,179,893
57
Female
142,849
Divorced
4
PhD
null
44.430867
Rural
Premium
1
4
422
5
2023-06-07 15:21:39.132191
Poor
No
Daily
House
661
1,179,894
56
Male
13,270
Single
2
PhD
Unemployed
46.929875
Urban
Comprehensive
null
16
null
4
2019-08-29 15:21:39.179186
Poor
Yes
Weekly
Condo
947
1,179,895
23
Female
34,117
Single
4
High School
null
14.7228
Suburban
Comprehensive
null
7
783
7
2021-11-28 15:21:39.288099
Average
Yes
Daily
House
511
1,179,896
42
Female
27,984
Divorced
null
Master's
Unemployed
41.91231
Rural
Comprehensive
1
11
584
8
2021-06-20 15:21:39.111551
Poor
Yes
Rarely
Condo
940
1,179,897
29
Female
38,027
Single
null
PhD
Unemployed
20.671775
Urban
Comprehensive
null
5
516
9
2022-12-15 15:21:39.134960
Average
Yes
Monthly
House
1,754
1,179,898
52
Male
39
Single
0
Master's
null
39.885939
Rural
Comprehensive
1
12
511
7
2019-09-25 15:21:39.187211
Poor
No
Rarely
Condo
1,171
1,179,899
19
Female
59,776
Divorced
4
Bachelor's
Unemployed
11.621195
Urban
Comprehensive
3
14
null
7
2023-02-06 15:21:39.090124
Average
No
Rarely
House
2,056