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
1,160,800
62
Male
61,718
Married
3
PhD
Employed
14.994553
Suburban
Comprehensive
null
12
417
7
2020-02-17 15:21:39.219432
Poor
Yes
Weekly
House
237
1,160,801
31
Male
1,332
Married
4
Master's
Employed
12.814666
Suburban
Premium
2
2
543
5
2020-01-11 15:21:39.089116
Average
Yes
Weekly
Apartment
1,089
1,160,802
28
Female
23,981
Divorced
2
PhD
Employed
20.848005
Suburban
Premium
null
12
826
5
2024-01-14 15:21:39.213373
Average
No
Daily
House
1,823
1,160,803
40
Male
4,155
Divorced
4
High School
Self-Employed
18.878407
Rural
Premium
0
15
365
1
2020-12-27 15:21:39.237118
null
Yes
Weekly
Condo
3,155
1,160,804
52
Female
17,092
Married
1
Master's
Employed
32.053785
Urban
Basic
null
0
null
9
2019-09-15 15:21:39.154008
Good
Yes
Daily
Condo
2,448
1,160,805
25
Female
40,892
Divorced
2
PhD
null
33.823528
Rural
Comprehensive
0
16
574
4
2021-01-10 15:21:39.192212
Poor
No
Rarely
Condo
514
1,160,806
23
Female
43,552
Divorced
0
High School
Unemployed
34.928114
Urban
Basic
null
14
602
3
2023-07-07 15:21:39.155231
Poor
Yes
Daily
Condo
769
1,160,807
54
Male
43,892
Divorced
null
High School
Self-Employed
18.827262
Urban
Premium
0
6
498
4
2020-09-19 15:21:39.187211
Good
No
Rarely
Apartment
587
1,160,808
30
Male
44,003
Single
3
Master's
null
26.255027
Rural
Comprehensive
null
0
691
5
2022-05-28 15:21:39.155231
Average
No
Daily
Condo
362
1,160,809
18
Male
6,051
Married
4
PhD
Unemployed
8.125769
Suburban
Basic
3
5
684
9
2024-06-29 15:21:39.109552
Good
Yes
Weekly
House
2,556
1,160,810
33
Female
44,763
Divorced
2
High School
Self-Employed
25.786551
Rural
Comprehensive
0
11
796
6
2023-10-03 15:21:39.186212
Average
Yes
Weekly
Condo
676
1,160,811
59
Male
4,520
Single
null
PhD
Self-Employed
41.774827
Suburban
Premium
null
2
410
1
2021-01-09 15:21:39.285112
Average
No
Monthly
House
2,731
1,160,812
24
Female
17,507
Married
0
Master's
Self-Employed
20.726269
Urban
Comprehensive
null
15
678
8
2024-04-30 15:21:39.270454
Average
Yes
Rarely
House
112
1,160,813
46
Male
124,611
Single
3
PhD
Employed
15.173382
Suburban
Premium
0
6
403
5
2024-03-12 15:21:39.207847
Good
No
Daily
Apartment
439
1,160,814
64
Male
15,642
Married
1
PhD
null
null
Rural
Basic
null
11
647
4
2021-03-10 15:21:39.184157
Good
Yes
Monthly
Condo
1,526
1,160,815
30
Male
54,815
Married
0
Bachelor's
null
null
Rural
Premium
1
3
612
4
2020-09-11 15:21:39.155231
null
No
Rarely
Condo
524
1,160,816
64
Male
44,517
Divorced
4
PhD
Unemployed
19.503835
Urban
Basic
0
5
392
7
2021-01-29 15:21:39.169102
Poor
No
Daily
House
547
1,160,817
50
Female
2,883
Divorced
1
Bachelor's
null
14.07699
Suburban
Basic
1
8
733
3
2020-06-13 15:21:39.289099
null
Yes
Monthly
House
477
1,160,818
37
Female
7,405
Single
1
PhD
null
49.720549
Suburban
Comprehensive
3
10
616
7
2023-03-09 15:21:39.268507
Average
Yes
Monthly
Condo
379
1,160,819
45
Female
null
Married
2
High School
Unemployed
47.692753
Urban
Basic
2
8
403
6
2023-03-21 15:21:39.261856
Poor
No
Daily
House
710
1,160,820
52
Male
8,074
Married
0
Bachelor's
Unemployed
13.849094
Rural
Premium
0
18
709
4
2020-08-21 15:21:39.237118
Poor
No
Rarely
Condo
1,614
1,160,821
37
Female
22,865
Single
null
PhD
Self-Employed
51.664396
Suburban
Premium
0
5
789
9
2022-07-26 15:21:39.191219
Good
Yes
Daily
Apartment
1,544
1,160,822
64
Female
19,409
Divorced
1
High School
Self-Employed
28.735767
Rural
Premium
0
10
761
6
2024-05-12 15:21:39.134960
Good
No
Monthly
House
554
1,160,823
57
Female
4,569
Single
2
High School
null
30.879313
Urban
Basic
null
2
818
1
2024-02-25 15:21:39.086123
Average
Yes
Rarely
Condo
25
1,160,824
54
Male
34,374
Married
1
PhD
null
47.079996
Urban
Comprehensive
1
2
593
1
2020-12-15 15:21:39.122134
Good
No
Rarely
Apartment
1,585
1,160,825
25
Male
148,980
Divorced
4
High School
Self-Employed
25.90765
Suburban
Basic
1
0
405
5
2021-04-26 15:21:39.274993
Poor
No
Rarely
Condo
519
1,160,826
45
Female
106,964
Divorced
4
Bachelor's
null
21.098974
Rural
Basic
1
16
null
2
2022-09-09 15:21:39.154008
Poor
Yes
Rarely
House
138
1,160,827
37
Male
27,982
Single
0
High School
null
19.176038
Urban
Premium
null
18
773
7
2020-07-23 15:21:39.101733
Average
Yes
Rarely
Apartment
902
1,160,828
19
Female
1,064
Single
3
PhD
Self-Employed
37.449542
Suburban
Premium
3
14
696
2
2019-11-22 15:21:39.155231
Good
No
Monthly
House
1,372
1,160,829
61
Male
7,318
Married
1
Master's
null
20.553662
Urban
Premium
1
2
627
5
2021-12-11 15:21:39.091080
Poor
Yes
Monthly
Apartment
2,571
1,160,830
33
Male
15,556
Married
4
Bachelor's
Employed
19.611602
Suburban
Comprehensive
1
12
530
8
2023-03-14 15:21:39.237118
Good
No
Daily
House
1,615
1,160,831
32
Female
68,155
Single
4
Bachelor's
Employed
15.097595
Suburban
Premium
1
3
375
6
2019-12-11 15:21:39.192212
Good
Yes
Monthly
House
821
1,160,832
50
Male
1,468
Married
4
Bachelor's
Unemployed
25.937693
Urban
Premium
null
13
488
8
2019-08-25 15:21:39.211806
Poor
Yes
Rarely
Apartment
1,251
1,160,833
28
Female
114,529
Married
0
Master's
null
13.716526
Urban
Comprehensive
0
0
363
7
2023-06-27 15:21:39.134960
Poor
No
Monthly
Condo
945
1,160,834
61
Female
54,870
Divorced
4
Master's
Self-Employed
28.247988
Rural
Basic
2
13
362
7
2021-03-25 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,676
1,160,835
38
Female
5,938
Single
1
PhD
Employed
27.756776
Urban
Comprehensive
null
5
589
7
2021-06-23 15:21:39.093681
Average
Yes
Weekly
Condo
449
1,160,836
47
Female
86,200
Married
4
High School
Unemployed
10.934782
Suburban
Basic
1
4
347
5
2020-05-29 15:21:39.237118
Poor
No
Daily
House
1,368
1,160,837
23
Male
28,321
Married
0
Bachelor's
Unemployed
10.182765
Rural
Comprehensive
null
12
null
7
2024-04-26 15:21:39.093681
Poor
Yes
Daily
Condo
514
1,160,838
51
Female
17,227
Married
3
High School
null
22.636008
Urban
Comprehensive
0
11
763
3
2022-07-13 15:21:39.207847
Average
Yes
Monthly
Condo
1,458
1,160,839
64
Male
122,692
Married
3
High School
null
50.463742
Suburban
Basic
1
13
617
1
2022-03-04 15:21:39.105504
null
Yes
Monthly
House
1,281
1,160,840
36
Male
102,896
Single
null
High School
Self-Employed
19.724608
Rural
Premium
2
1
331
3
2022-11-06 15:21:39.092127
Poor
Yes
Rarely
House
1,242
1,160,841
20
Male
14,092
Married
3
Master's
Self-Employed
25.769885
Urban
Comprehensive
null
0
661
2
2023-01-19 15:21:39.134960
Average
No
Rarely
Condo
766
1,160,842
37
Male
37,288
Divorced
2
Master's
Unemployed
17.726867
Rural
Premium
0
19
478
4
2021-05-02 15:21:39.155231
Good
Yes
Rarely
Condo
166
1,160,843
34
Female
16,096
Married
2
High School
null
27.901929
Rural
Comprehensive
null
0
531
1
2020-06-10 15:21:39.155231
null
Yes
Rarely
Apartment
825
1,160,844
52
Male
null
Divorced
null
PhD
Unemployed
12.908436
Urban
Comprehensive
2
6
776
3
2021-04-08 15:21:39.164044
Poor
No
Rarely
Apartment
2,057
1,160,845
63
Male
43,787
Divorced
1
Master's
Unemployed
null
Urban
Basic
1
11
797
9
2022-01-02 15:21:39.202448
Average
Yes
Daily
Condo
1,241
1,160,846
31
Female
3,822
Married
1
PhD
Employed
47.358546
Suburban
Comprehensive
null
10
777
9
2019-10-04 15:21:39.098696
Good
No
Weekly
House
2,044
1,160,847
18
Male
628
Married
1
Bachelor's
Employed
37.060957
Rural
Comprehensive
0
12
null
9
2019-12-08 15:21:39.084065
Good
Yes
Monthly
Condo
589
1,160,848
22
Male
20,961
Single
0
High School
Self-Employed
9.972134
Rural
Comprehensive
null
6
646
1
2024-02-07 15:21:39.288099
Poor
Yes
Weekly
House
1,359
1,160,849
49
Female
11,130
Married
0
High School
Employed
7.076324
Rural
Premium
0
17
656
7
2023-11-10 15:21:39.119168
Good
Yes
Rarely
Condo
1,552
1,160,850
56
Female
102,364
Married
0
PhD
Unemployed
5.087596
Urban
Basic
4
15
508
9
2021-09-27 15:21:39.121169
Average
Yes
Daily
Apartment
846
1,160,851
19
Male
874
Married
4
PhD
null
37.913351
Suburban
Basic
0
5
506
7
2022-12-09 15:21:39.211806
Good
Yes
Rarely
Condo
793
1,160,852
31
Female
4,918
Divorced
3
PhD
Self-Employed
35.067399
Suburban
Comprehensive
3
1
716
8
2022-01-30 15:21:39.125660
Average
No
Daily
Apartment
1,552
1,160,853
21
Male
2,692
Single
1
High School
Unemployed
14.999991
Urban
Basic
null
14
705
6
2023-10-01 15:21:39.196387
Good
No
Monthly
Apartment
2,536
1,160,854
30
Male
27,604
Married
2
Master's
Self-Employed
34.617618
Urban
Comprehensive
null
9
452
9
2023-10-03 15:21:39.248098
null
Yes
Daily
Apartment
918
1,160,855
52
Female
45,149
Divorced
0
High School
null
15.177981
Urban
Comprehensive
1
1
848
8
2022-03-12 15:21:39.207847
Good
Yes
Weekly
House
1,563
1,160,856
50
Female
58,951
Married
2
High School
Self-Employed
22.608327
Rural
Comprehensive
0
2
431
1
2020-10-22 15:21:39.237118
Poor
No
Weekly
House
67
1,160,857
48
Male
21,239
Single
0
Master's
Unemployed
9.84844
Rural
Basic
0
3
788
7
2023-02-11 15:21:39.198406
Good
Yes
Rarely
House
1,149
1,160,858
50
Male
17,087
Single
3
PhD
Unemployed
29.31755
Rural
Premium
2
16
821
1
2024-01-15 15:21:39.278402
Good
No
Daily
House
3,201
1,160,859
40
Female
18,250
Single
2
Master's
null
35.522829
Rural
Basic
3
0
784
7
2020-01-10 15:21:39.134960
Poor
Yes
Weekly
House
641
1,160,860
61
Female
32,781
Divorced
3
High School
Employed
19.716304
Suburban
Comprehensive
null
15
715
9
2021-10-31 15:21:39.283783
Average
No
Weekly
Apartment
822
1,160,861
26
Female
39,754
Divorced
null
High School
Self-Employed
38.476562
Urban
Comprehensive
1
9
null
6
2020-10-11 15:21:39.134960
Average
No
Weekly
Apartment
2,194
1,160,862
58
Male
88,903
Married
4
Bachelor's
null
11.908654
Suburban
Basic
0
12
441
2
2020-09-03 15:21:39.134960
Average
Yes
Daily
Apartment
2,156
1,160,863
57
Male
104,058
Married
3
High School
Self-Employed
17.953989
Rural
Premium
0
17
488
4
2021-12-24 15:21:39.186212
Average
Yes
Weekly
House
1,864
1,160,864
36
Male
1,685
Divorced
3
Master's
Employed
40.351591
Urban
Basic
4
7
316
7
2022-02-13 15:21:39.171102
null
Yes
Weekly
Apartment
41
1,160,865
39
Male
79,842
Single
2
Master's
Employed
47.281223
Rural
Premium
null
4
305
3
2023-08-13 15:21:39.155231
Poor
No
Daily
House
1,144
1,160,866
41
Female
11,975
Divorced
2
Bachelor's
Employed
13.927972
Suburban
Comprehensive
null
2
517
3
2022-07-11 15:21:39.155231
Poor
Yes
Rarely
Apartment
709
1,160,867
21
Female
17,210
Married
3
Master's
Unemployed
17.922243
Urban
Premium
0
10
513
1
2020-04-04 15:21:39.130190
Poor
No
Weekly
House
2,414
1,160,868
40
Male
17,091
Divorced
2
Bachelor's
null
8.935201
Urban
Comprehensive
null
2
705
6
2022-06-06 15:21:39.237118
Poor
No
Weekly
Apartment
1,286
1,160,869
36
Female
114,894
Divorced
0
Master's
Employed
16.936279
Rural
Comprehensive
2
9
null
8
2024-01-21 15:21:39.166062
Average
No
Rarely
Apartment
30
1,160,870
26
Female
57,711
Single
2
PhD
Self-Employed
16.076644
Rural
Basic
0
4
431
4
2022-04-08 15:21:39.236064
Poor
No
Weekly
House
742
1,160,871
32
Female
50,493
Divorced
2
PhD
Employed
26.893095
Suburban
Comprehensive
1
7
691
8
2023-09-28 15:21:39.147735
Good
Yes
Monthly
House
60
1,160,872
62
Male
1,696
Married
2
Bachelor's
null
4.634684
Urban
Premium
1
3
647
7
2022-06-19 15:21:39.134960
Average
No
Rarely
House
2,155
1,160,873
55
Female
6,051
Single
4
High School
null
33.00246
Suburban
Comprehensive
null
2
814
6
2022-10-28 15:21:39.226954
Good
Yes
Monthly
Apartment
1,361
1,160,874
39
Male
25,791
Divorced
1
Bachelor's
Self-Employed
29.695517
Urban
Premium
4
11
567
2
2021-10-09 15:21:39.283783
Good
No
Weekly
Apartment
991
1,160,875
33
Female
21,109
Single
3
Bachelor's
null
36.99367
Urban
Basic
0
17
809
4
2023-12-01 15:21:39.208842
Poor
Yes
Daily
House
385
1,160,876
39
Female
28,606
Single
2
PhD
Self-Employed
31.352879
Urban
Premium
null
13
731
6
2022-02-12 15:21:39.263607
Poor
Yes
Weekly
House
1,363
1,160,877
35
Female
10,014
Single
1
Bachelor's
Unemployed
52.728931
Rural
Premium
2
6
793
1
2021-06-30 15:21:39.237118
Good
No
Rarely
Condo
2,126
1,160,878
32
Male
25,806
Divorced
3
High School
Self-Employed
14.481688
Rural
Basic
0
0
667
1
2022-11-16 15:21:39.289099
Poor
Yes
Weekly
Apartment
916
1,160,879
31
Male
44,788
Single
3
Bachelor's
null
43.883728
Urban
Comprehensive
1
3
613
3
2021-02-09 15:21:39.219432
Good
No
Weekly
Condo
3,725
1,160,880
49
Female
18,053
Married
2
Bachelor's
Self-Employed
39.291617
Rural
Premium
1
5
831
1
2020-06-23 15:21:39.120168
null
Yes
Weekly
Apartment
1,361
1,160,881
38
Male
119,345
Married
2
Master's
Employed
25.232081
Urban
Premium
null
14
444
2
2020-02-23 15:21:39.204790
Average
Yes
Rarely
House
790
1,160,882
18
Female
46,326
Divorced
null
High School
Unemployed
44.619475
Urban
Premium
1
12
464
4
2023-10-12 15:21:39.177724
Average
Yes
Daily
Apartment
532
1,160,883
43
Female
2,829
Married
1
PhD
null
null
Urban
Premium
0
3
null
2
2021-05-10 15:21:39.146733
Good
Yes
Weekly
House
714
1,160,884
61
Male
72,481
Single
1
PhD
Employed
21.93517
Rural
Comprehensive
null
9
433
6
2021-08-12 15:21:39.134960
Good
No
Rarely
House
576
1,160,885
60
Female
56,842
Divorced
4
Bachelor's
Self-Employed
20.776476
Urban
Premium
null
13
545
8
2022-11-04 15:21:39.097737
Good
Yes
Monthly
Condo
386
1,160,886
42
Female
30,103
Divorced
2
High School
Self-Employed
19.70181
Urban
Premium
null
0
831
5
2022-11-30 15:21:39.252145
Poor
Yes
Monthly
Apartment
626
1,160,887
56
Female
64,388
Single
0
Master's
null
29.680419
Rural
Premium
null
6
326
6
2020-04-01 15:21:39.125660
null
Yes
Weekly
Condo
39
1,160,888
61
Female
2,693
Single
4
Bachelor's
Employed
27.869401
Urban
Premium
2
9
731
6
2023-01-23 15:21:39.095696
Average
Yes
Monthly
Condo
1,173
1,160,889
51
Female
17,961
Married
0
Bachelor's
Self-Employed
18.739082
Rural
Premium
0
14
535
8
2024-03-08 15:21:39.098696
Average
Yes
Rarely
Condo
2,678
1,160,890
58
Female
8,048
Divorced
2
Bachelor's
null
21.72351
Urban
Basic
0
15
465
7
2022-10-01 15:21:39.155231
Poor
No
Monthly
House
212
1,160,891
33
Male
4,218
Married
1
Bachelor's
Employed
26.642
Suburban
Comprehensive
null
10
634
5
2022-01-01 15:21:39.082499
Poor
Yes
Daily
House
395
1,160,892
27
Male
27,925
Married
3
High School
Unemployed
48.582445
Rural
Premium
0
12
677
9
2023-01-22 15:21:39.085129
Good
Yes
Daily
Apartment
1,325
1,160,893
29
Female
13,401
Single
3
Master's
Unemployed
34.424434
Rural
Comprehensive
null
15
648
5
2024-01-10 15:21:39.134960
Poor
Yes
Rarely
House
827
1,160,894
null
Female
46,301
Divorced
4
Master's
Self-Employed
37.977692
Suburban
Basic
3
11
532
5
2020-06-15 15:21:39.283783
Poor
Yes
Daily
Apartment
23
1,160,895
64
Female
3,398
Single
0
High School
Employed
null
Rural
Comprehensive
null
3
702
1
2020-04-15 15:21:39.134960
Average
No
Daily
Apartment
38
1,160,896
62
Female
736
Married
4
High School
null
34.39248
Suburban
Basic
1
17
352
3
2019-11-21 15:21:39.202448
Poor
No
Weekly
Apartment
639
1,160,897
22
Female
16,892
Single
1
Bachelor's
Employed
42.659566
Rural
Premium
1
9
661
4
2019-08-21 15:21:39.177724
Average
No
Monthly
Apartment
453
1,160,898
19
Female
102,083
Married
null
Master's
Employed
41.508855
Suburban
Basic
0
2
733
3
2023-08-06 15:21:39.100695
Poor
No
Monthly
Apartment
177
1,160,899
26
Male
26,749
Single
2
PhD
Employed
20.894824
Urban
Premium
1
13
687
9
2022-11-08 15:21:39.087123
Average
No
Monthly
House
1,032