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
8,700
34
Male
27,144
Married
1
High School
Self-Employed
5.711832
Urban
Premium
null
14
null
3
2021-03-04 15:21:39.237118
Good
No
Monthly
Condo
643
8,701
51
Female
21,641
Divorced
3
Bachelor's
null
26.907856
Rural
Comprehensive
null
6
557
9
2021-06-21 15:21:39.190215
Average
Yes
Weekly
Condo
303
8,702
19
Male
39,091
Married
4
PhD
Employed
5.049463
Urban
Basic
4
8
615
3
2020-12-24 15:21:39.267454
Good
Yes
Rarely
Apartment
1,215
8,703
50
Female
23,861
Divorced
null
High School
null
28.263735
Urban
Basic
1
1
581
4
2022-04-07 15:21:39.204790
Poor
No
Monthly
Apartment
1,042
8,704
60
Male
30,690
Married
3
Bachelor's
Self-Employed
21.739592
Suburban
Basic
0
0
626
2
2023-08-04 15:21:39.155231
null
No
Rarely
Condo
515
8,705
24
Female
75,853
Married
2
Master's
Employed
27.266002
Suburban
Premium
3
9
382
9
2024-02-01 15:21:39.172097
Poor
No
Daily
Apartment
1,510
8,706
54
Male
114,467
Married
1
Master's
Employed
42.289811
Urban
Basic
4
5
532
7
2024-07-05 15:21:39.175719
Average
Yes
Weekly
Condo
2,084
8,707
37
Female
11,136
Single
0
High School
Unemployed
42.639694
Urban
Comprehensive
null
14
null
9
2020-01-20 15:21:39.222387
Average
No
Rarely
House
1,396
8,708
53
Female
10,863
Single
0
PhD
Employed
13.261625
Urban
Basic
1
0
558
3
2020-08-31 15:21:39.134960
Poor
Yes
Daily
Condo
644
8,709
59
Male
51,832
Divorced
4
High School
Unemployed
23.957937
Suburban
Basic
null
0
326
1
2021-01-23 15:21:39.208842
Good
No
Weekly
House
1,848
8,710
47
Female
43,898
Divorced
4
High School
Unemployed
10.634757
Suburban
Premium
0
14
582
5
2022-08-01 15:21:39.173834
Average
No
Weekly
House
561
8,711
25
Male
2,889
Divorced
2
Bachelor's
null
21.722707
Urban
Comprehensive
2
2
813
9
2020-07-08 15:21:39.155231
Average
Yes
Monthly
Apartment
1,668
8,712
53
Female
44,581
Single
2
PhD
null
31.027613
Suburban
Comprehensive
0
2
573
4
2022-03-03 15:21:39.144722
Poor
Yes
Rarely
Condo
721
8,713
54
Female
57,727
Married
0
Bachelor's
Unemployed
null
Rural
Comprehensive
0
16
446
8
2021-12-02 15:21:39.087123
Good
Yes
Weekly
House
983
8,714
59
Male
30,224
Single
1
Master's
null
33.696944
Rural
Basic
2
11
750
2
2019-09-02 15:21:39.083497
Poor
No
Daily
House
3,817
8,715
19
Male
93,519
Married
0
Bachelor's
Unemployed
13.454887
Suburban
Premium
null
11
371
4
2023-04-14 15:21:39.155231
Good
No
Daily
Condo
2,260
8,716
64
Male
43,414
Married
null
PhD
null
43.5564
Urban
Premium
null
13
739
1
2021-08-11 15:21:39.134960
Average
No
Monthly
House
1,459
8,717
39
Male
48,892
Married
1
Bachelor's
Employed
5.764452
Suburban
Basic
1
2
812
9
2022-06-04 15:21:39.191219
null
Yes
Rarely
Condo
393
8,718
29
Male
133,449
Divorced
4
PhD
null
41.510062
Rural
Comprehensive
null
1
375
7
2022-02-07 15:21:39.170099
Good
No
Monthly
Condo
1,800
8,719
48
Male
17,357
Married
null
High School
null
11.859578
Rural
Basic
0
9
573
4
2022-02-24 15:21:39.228521
Poor
No
Monthly
House
2,538
8,720
32
Female
65,475
Single
4
Master's
null
29.533842
Urban
Basic
2
13
null
6
2020-03-01 15:21:39.251142
Average
No
Rarely
Apartment
3,028
8,721
42
Female
82,853
Married
0
PhD
null
33.15483
Suburban
Premium
1
19
null
9
2020-04-14 15:21:39.093681
Poor
Yes
Monthly
Apartment
3,748
8,722
46
Female
3,939
Married
1
Master's
null
49.451225
Suburban
Comprehensive
null
12
673
6
2021-06-30 15:21:39.112553
Good
Yes
Monthly
House
2,285
8,723
null
Female
10,891
Single
1
PhD
Unemployed
45.097605
Urban
Basic
1
11
718
4
2021-09-22 15:21:39.194829
Average
No
Weekly
House
902
8,724
18
Female
7,085
Divorced
3
High School
Self-Employed
16.330845
Suburban
Basic
3
1
431
7
2022-06-04 15:21:39.134960
Good
Yes
Daily
Apartment
461
8,725
33
Male
44,672
Single
0
PhD
Unemployed
32.828402
Rural
Basic
null
12
590
1
2020-12-19 15:21:39.154008
Good
No
Rarely
House
1,505
8,726
59
Female
13,983
Married
4
Bachelor's
null
24.865962
Suburban
Basic
null
4
776
5
2024-05-12 15:21:39.134960
Good
Yes
Monthly
House
658
8,727
61
Male
30,391
Divorced
3
Bachelor's
Employed
6.99697
Urban
Comprehensive
0
14
569
4
2019-09-29 15:21:39.091080
Good
No
Daily
House
3,542
8,728
63
Male
141,279
Divorced
2
Bachelor's
null
37.72455
Rural
Premium
3
18
707
6
2019-11-15 15:21:39.150730
null
Yes
Daily
Condo
1,356
8,729
29
Male
18,607
Married
0
Bachelor's
null
49.053013
Urban
Comprehensive
0
8
643
6
2020-11-09 15:21:39.229482
Poor
Yes
Rarely
House
1,281
8,730
19
Male
1,475
Married
3
Bachelor's
null
16.723682
Suburban
Premium
null
11
469
6
2022-08-29 15:21:39.164044
Average
No
Daily
Condo
439
8,731
51
Male
9,963
Divorced
3
Master's
null
15.764229
Rural
Premium
null
3
619
5
2020-06-07 15:21:39.095696
Good
Yes
Weekly
House
1,067
8,732
43
Female
36,058
Married
1
Master's
null
29.517328
Urban
Basic
0
15
667
6
2022-01-20 15:21:39.155231
Good
Yes
Weekly
House
735
8,733
58
Male
3,254
Married
null
PhD
null
16.856137
Suburban
Premium
0
8
716
4
2023-09-13 15:21:39.191219
Good
No
Daily
House
2,065
8,734
41
Male
134,567
Single
2
Master's
Unemployed
50.592002
Rural
Comprehensive
2
0
790
3
2019-11-13 15:21:39.109552
Poor
Yes
Monthly
Apartment
961
8,735
19
Female
20,389
Married
1
Master's
Unemployed
18.095635
Urban
Comprehensive
0
6
517
8
2023-05-24 15:21:39.155231
Poor
Yes
Monthly
House
683
8,736
24
Female
75,846
Married
1
High School
Employed
19.025925
Rural
Premium
null
19
837
8
2022-12-29 15:21:39.246098
Average
Yes
Weekly
Apartment
115
8,737
41
Male
5,984
Single
3
PhD
Employed
28.72643
Rural
Basic
null
2
822
1
2024-05-31 15:21:39.208842
Average
Yes
Daily
Apartment
618
8,738
18
Male
9,479
Married
2
PhD
Employed
43.52833
Suburban
Basic
null
18
626
5
2023-10-15 15:21:39.254678
null
No
Daily
House
763
8,739
61
Female
25,983
Married
1
Master's
Employed
24.29483
Rural
Basic
0
6
707
3
2020-07-23 15:21:39.097737
Poor
No
Rarely
House
886
8,740
22
Female
15,696
Married
1
Master's
Unemployed
13.353798
Rural
Basic
1
4
693
1
2024-05-11 15:21:39.228521
Poor
Yes
Monthly
Condo
2,613
8,741
44
Female
null
Married
4
PhD
Employed
51.82277
Suburban
Basic
1
15
562
3
2021-07-12 15:21:39.202448
Average
Yes
Monthly
Condo
2,169
8,742
54
Female
17,393
Married
null
PhD
null
38.173226
Urban
Basic
null
19
null
9
2019-11-08 15:21:39.276901
Average
No
Daily
House
1,639
8,743
51
Female
70,762
Single
2
High School
Employed
20.285547
Suburban
Premium
0
9
357
2
2022-06-28 15:21:39.154008
Good
Yes
Weekly
House
695
8,744
40
Male
7,894
Single
2
High School
null
29.596913
Suburban
Comprehensive
0
12
769
5
2024-01-07 15:21:39.228521
Good
No
Rarely
Apartment
446
8,745
18
Male
5,545
Single
3
High School
Unemployed
21.053807
Suburban
Comprehensive
1
13
529
5
2020-05-22 15:21:39.278402
Average
Yes
Daily
House
1,722
8,746
23
Male
12,881
Married
3
Master's
null
34.865792
Urban
Basic
0
4
775
8
2021-12-09 15:21:39.251142
Average
Yes
Monthly
Condo
509
8,747
40
Female
17,984
Married
3
High School
null
31.917892
Urban
Premium
3
19
635
8
2021-07-06 15:21:39.145732
Poor
Yes
Weekly
Condo
848
8,748
62
Female
48,547
Married
3
Bachelor's
Self-Employed
9.144465
Suburban
Basic
null
12
405
2
2020-09-26 15:21:39.155231
Good
Yes
Rarely
Condo
890
8,749
61
Male
49,741
Divorced
1
High School
Employed
29.61777
Rural
Basic
null
9
405
3
2019-12-01 15:21:39.134960
null
Yes
Daily
House
1,593
8,750
40
Male
13,791
Married
0
Master's
Employed
33.828354
Rural
Comprehensive
null
15
586
7
2023-08-27 15:21:39.082499
Average
No
Weekly
Condo
3,483
8,751
51
Female
2,979
Single
0
PhD
Self-Employed
17.999858
Urban
Comprehensive
null
5
null
4
2020-04-26 15:21:39.282785
Good
Yes
Rarely
House
2,830
8,752
50
Female
100,569
Married
1
Bachelor's
Self-Employed
30.296875
Urban
Basic
0
0
437
4
2022-12-14 15:21:39.176717
Good
Yes
Rarely
Apartment
615
8,753
47
Female
2,310
Single
3
Bachelor's
Unemployed
22.299911
Suburban
Basic
1
19
842
5
2022-11-27 15:21:39.126661
Poor
Yes
Daily
House
27
8,754
22
Female
71,627
Divorced
0
PhD
Self-Employed
9.886622
Rural
Premium
0
11
656
3
2019-09-16 15:21:39.095696
Good
Yes
Monthly
Apartment
39
8,755
45
Female
17,862
Married
0
Bachelor's
Unemployed
4.64473
Suburban
Comprehensive
0
15
null
7
2022-03-22 15:21:39.173834
Average
Yes
Monthly
Apartment
2,560
8,756
25
Female
898
Married
4
Bachelor's
Self-Employed
16.150116
Rural
Basic
2
19
644
4
2019-09-20 15:21:39.222387
Good
Yes
Monthly
Condo
1,077
8,757
50
Male
45,372
Single
3
PhD
null
26.919007
Urban
Comprehensive
null
10
771
5
2024-06-08 15:21:39.081504
Good
No
Weekly
Condo
56
8,758
29
Female
579
Married
1
Master's
Employed
null
Urban
Premium
1
19
784
9
2023-05-21 15:21:39.211806
Poor
No
Weekly
Condo
799
8,759
30
Male
7,077
Single
4
PhD
Employed
36.50201
Urban
Premium
1
11
320
4
2023-09-05 15:21:39.237118
Average
Yes
Rarely
Condo
484
8,760
46
Male
2,137
Single
2
Bachelor's
Employed
17.391241
Rural
Premium
1
10
761
3
2020-02-09 15:21:39.220389
Average
Yes
Daily
House
375
8,761
38
Female
61,271
Divorced
1
Master's
Self-Employed
30.138424
Urban
Comprehensive
0
3
351
4
2019-10-04 15:21:39.189223
Poor
No
Monthly
Apartment
748
8,762
57
Female
136,731
Married
3
Master's
Unemployed
32.64092
Rural
Basic
1
15
393
8
2024-02-17 15:21:39.261856
Good
No
Daily
House
1,476
8,763
36
Female
25,011
Divorced
4
High School
Employed
14.638696
Rural
Premium
0
17
729
8
2020-08-31 15:21:39.226954
Good
Yes
Monthly
Apartment
694
8,764
44
Female
102,926
Married
3
Master's
null
13.908824
Suburban
Comprehensive
0
12
743
4
2021-05-21 15:21:39.155231
Average
Yes
Weekly
House
188
8,765
26
Male
805
Married
1
High School
Unemployed
36.077747
Rural
Comprehensive
null
0
796
9
2020-07-24 15:21:39.093681
Average
Yes
Rarely
Apartment
2,463
8,766
56
Female
2,677
Divorced
4
Master's
Self-Employed
52.938323
Rural
Comprehensive
1
11
372
7
2020-12-03 15:21:39.289099
Good
Yes
Monthly
Condo
1,710
8,767
33
Male
8,892
Divorced
4
PhD
Unemployed
27.796542
Suburban
Premium
null
3
665
6
2023-03-31 15:21:39.099739
Good
Yes
Monthly
House
832
8,768
60
Female
23,579
Divorced
2
Bachelor's
Self-Employed
23.472807
Suburban
Basic
3
4
691
6
2020-09-13 15:21:39.096739
Average
No
Weekly
House
199
8,769
29
Male
3,354
Married
0
Master's
Employed
14.240745
Urban
Premium
0
9
337
6
2021-05-07 15:21:39.182597
Average
Yes
Rarely
Apartment
492
8,770
23
Female
44,926
Married
null
Master's
Unemployed
45.912908
Rural
Comprehensive
1
19
573
3
2022-04-30 15:21:39.103737
Poor
Yes
Daily
Condo
111
8,771
44
Female
2,301
Single
0
PhD
null
39.122887
Suburban
Premium
1
12
null
2
2020-04-14 15:21:39.193945
Poor
No
Daily
Apartment
26
8,772
21
Female
28,307
Single
1
Bachelor's
null
36.243629
Rural
Premium
null
11
409
4
2022-09-08 15:21:39.237118
Good
Yes
Daily
Condo
2,196
8,773
19
Female
1,277
Divorced
3
Bachelor's
Unemployed
23.824542
Urban
Comprehensive
2
6
689
9
2019-11-06 15:21:39.086123
Poor
No
Daily
Apartment
807
8,774
35
Male
null
Married
4
PhD
null
12.89846
Rural
Comprehensive
null
7
398
4
2021-07-02 15:21:39.237118
Poor
Yes
Weekly
Condo
1,840
8,775
51
Female
51,325
Divorced
3
Master's
Self-Employed
31.471055
Urban
Basic
null
5
352
6
2022-04-02 15:21:39.090124
Poor
Yes
Daily
House
975
8,776
56
Male
40,454
Divorced
0
PhD
Self-Employed
39.790414
Urban
Basic
3
10
568
6
2022-01-25 15:21:39.218388
Average
No
Monthly
Apartment
1,354
8,777
40
Male
24,761
Married
3
PhD
null
15.076681
Urban
Premium
1
14
393
3
2021-06-25 15:21:39.172097
Good
No
Weekly
Apartment
494
8,778
43
Female
3,677
Divorced
0
High School
Employed
19.674827
Suburban
Premium
1
9
655
5
2020-11-03 15:21:39.170099
Poor
Yes
Monthly
House
3,976
8,779
20
Male
828
Married
1
PhD
null
39.717607
Rural
Comprehensive
null
18
724
5
2022-04-09 15:21:39.105504
null
No
Monthly
Apartment
1,653
8,780
28
Female
1,322
Married
null
Master's
Employed
7.859606
Suburban
Premium
1
0
618
8
2023-07-17 15:21:39.134960
Average
No
Weekly
Condo
2,945
8,781
60
Male
35,273
Divorced
0
High School
Unemployed
18.848534
Rural
Basic
null
14
614
7
2021-11-07 15:21:39.274993
Poor
No
Rarely
House
932
8,782
26
Female
6,203
Single
1
Bachelor's
Unemployed
22.844162
Urban
Comprehensive
null
17
477
1
2023-09-04 15:21:39.177724
Average
No
Daily
Condo
2,038
8,783
34
Male
6,578
Divorced
null
Bachelor's
Employed
3.171517
Suburban
Basic
0
16
814
3
2020-01-05 15:21:39.081504
Average
No
Daily
Apartment
390
8,784
24
Male
14,689
Single
3
Bachelor's
Self-Employed
16.560902
Urban
Basic
0
16
null
2
2024-02-17 15:21:39.101733
Good
No
Monthly
Apartment
3,007
8,785
60
Male
57,962
Single
1
PhD
Self-Employed
18.988122
Suburban
Basic
null
18
657
6
2020-06-16 15:21:39.134960
Good
No
Weekly
Apartment
269
8,786
35
Male
16,051
Married
3
Master's
null
14.449864
Suburban
Comprehensive
null
2
821
1
2021-12-28 15:21:39.151732
Good
No
Weekly
Apartment
1,347
8,787
28
Female
30,981
Divorced
1
Master's
null
12.849301
Urban
Premium
1
9
531
1
2020-05-23 15:21:39.155231
Poor
Yes
Weekly
House
845
8,788
43
Male
45,556
Married
2
PhD
Employed
46.847359
Rural
Comprehensive
null
17
742
9
2022-09-16 15:21:39.173834
Poor
Yes
Rarely
Condo
455
8,789
26
Female
6,818
Married
3
PhD
Employed
null
Rural
Premium
0
3
639
4
2023-08-27 15:21:39.263607
Poor
Yes
Weekly
Apartment
4,520
8,790
46
Male
17,093
Single
4
Bachelor's
null
27.691945
Urban
Premium
2
18
691
5
2021-12-04 15:21:39.134960
Good
No
Weekly
House
569
8,791
32
Female
5,035
Divorced
4
PhD
Unemployed
21.682319
Rural
Comprehensive
null
0
607
8
2021-08-11 15:21:39.253660
Average
No
Daily
Apartment
814
8,792
54
Male
1,060
Divorced
4
Master's
Unemployed
22.512931
Suburban
Basic
2
8
829
9
2023-09-28 15:21:39.206847
Average
No
Daily
House
3,120
8,793
30
Female
123,919
Married
4
High School
null
33.847125
Rural
Basic
null
17
670
7
2022-05-01 15:21:39.172097
Average
No
Rarely
House
141
8,794
61
Male
128,812
null
4
Master's
Unemployed
32.723386
Urban
Premium
null
1
508
7
2020-09-23 15:21:39.237118
Good
No
Daily
Condo
2,215
8,795
40
Female
15,457
Married
null
PhD
Employed
42.493837
Rural
Premium
null
9
431
8
2019-10-03 15:21:39.215386
Good
No
Weekly
Condo
2,232
8,796
47
Male
61,231
Married
4
Bachelor's
Employed
16.151448
Suburban
Premium
3
19
438
2
2022-12-31 15:21:39.085129
Poor
No
Rarely
House
835
8,797
36
Female
30,382
Single
4
High School
Employed
21.03896
Rural
Premium
0
11
586
7
2024-06-13 15:21:39.079128
Poor
Yes
Weekly
House
1,761
8,798
38
Male
6,604
Divorced
null
Master's
null
11.320412
Urban
Comprehensive
0
1
657
6
2021-06-20 15:21:39.237118
Good
Yes
Daily
House
635
8,799
62
Female
111,785
Married
0
PhD
Unemployed
17.955745
Urban
Basic
1
18
434
1
2022-08-12 15:21:39.289099
null
Yes
Daily
House
1,171