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
11,700
60
Female
3,817
Married
0
Bachelor's
Employed
4.852303
Rural
Basic
0
13
406
3
2022-02-27 15:21:39.259788
Average
Yes
Daily
Apartment
931
11,701
53
Male
36,336
Single
1
PhD
Unemployed
26.737366
Rural
Comprehensive
1
7
519
1
2020-09-15 15:21:39.221386
Poor
Yes
Daily
Condo
1,494
11,702
61
Male
7,983
Divorced
2
Bachelor's
Self-Employed
17.955794
Rural
Basic
1
8
547
7
2023-06-01 15:21:39.092127
Poor
No
Rarely
House
1,144
11,703
48
Female
23,015
Divorced
2
High School
Employed
15.29575
Rural
Premium
2
7
null
9
2020-06-27 15:21:39.186212
Poor
No
Rarely
Condo
553
11,704
18
Female
25,963
Single
4
Bachelor's
Self-Employed
27.94556
Urban
Premium
1
3
565
8
2022-04-06 15:21:39.125660
Good
Yes
Daily
House
2,120
11,705
34
Male
134,059
Single
1
Bachelor's
Self-Employed
10.556639
Urban
Comprehensive
0
1
591
6
2020-05-12 15:21:39.150730
null
Yes
Weekly
Apartment
2,424
11,706
64
Male
24,897
Divorced
3
Master's
Unemployed
19.065123
Suburban
Basic
2
15
null
9
2023-01-30 15:21:39.254678
Average
No
Weekly
House
756
11,707
43
Male
2,473
Married
2
PhD
null
26.984905
Rural
Basic
null
7
483
8
2022-01-25 15:21:39.216387
Good
Yes
Daily
Condo
1,839
11,708
39
Female
74,010
Married
3
Bachelor's
Self-Employed
8.055671
Urban
Comprehensive
2
12
332
7
2024-02-05 15:21:39.173834
Good
Yes
Daily
Apartment
1,407
11,709
48
Male
15,961
Married
4
Master's
Unemployed
23.245469
Suburban
Comprehensive
0
7
733
6
2023-06-20 15:21:39.283783
Poor
Yes
Monthly
House
612
11,710
50
Male
17,098
Single
4
PhD
Employed
34.569271
Suburban
Basic
null
0
null
5
2023-02-07 15:21:39.237118
Poor
No
Monthly
House
825
11,711
55
Female
43,842
Divorced
0
Master's
Unemployed
26.162223
Suburban
Basic
0
1
687
9
2020-10-16 15:21:39.259788
Average
Yes
Weekly
House
627
11,712
32
Male
48,961
Married
2
Master's
Unemployed
46.816109
Suburban
Comprehensive
0
6
319
9
2021-10-22 15:21:39.087123
Poor
No
Weekly
Apartment
2,309
11,713
53
Male
44,262
Single
4
PhD
null
15.959897
Urban
Basic
1
2
713
1
2022-01-23 15:21:39.257696
Average
No
Monthly
Apartment
1,595
11,714
32
Male
2,449
Divorced
2
Master's
Unemployed
5.814988
Suburban
Comprehensive
2
16
300
5
2023-06-06 15:21:39.261856
Poor
No
Monthly
House
127
11,715
null
Female
124,421
Divorced
1
Bachelor's
Self-Employed
43.924553
Urban
Comprehensive
1
11
595
4
2021-10-25 15:21:39.235012
Poor
No
Weekly
Apartment
45
11,716
22
Female
3,073
Married
0
Bachelor's
Unemployed
5.7262
Urban
Comprehensive
null
3
461
6
2022-05-07 15:21:39.223901
Poor
Yes
Daily
House
1,574
11,717
22
Male
26,553
Divorced
0
PhD
Self-Employed
7.354519
Urban
Basic
null
6
null
9
2024-01-05 15:21:39.226954
Poor
Yes
Rarely
Condo
2,481
11,718
28
Male
27,130
Married
3
PhD
Employed
20.696778
Rural
Basic
null
13
582
8
2023-11-29 15:21:39.192212
Good
Yes
Daily
House
1,042
11,719
47
Female
69,514
Married
4
PhD
Employed
4.88574
Urban
Premium
0
11
448
4
2020-12-12 15:21:39.186212
Average
Yes
Daily
Apartment
585
11,720
49
Female
63,488
Married
1
Master's
Unemployed
8.061861
Urban
Basic
2
15
453
1
2023-04-20 15:21:39.245086
Good
Yes
Weekly
Apartment
668
11,721
22
Female
78,526
Divorced
2
High School
Self-Employed
51.802835
Rural
Premium
null
17
788
7
2023-03-04 15:21:39.183598
Good
No
Monthly
Apartment
594
11,722
38
Male
63,398
Divorced
3
High School
Unemployed
26.236496
Urban
Basic
0
17
442
6
2022-11-14 15:21:39.247098
null
Yes
Daily
Condo
1,489
11,723
52
Female
23,862
Divorced
2
Bachelor's
Self-Employed
12.08727
Urban
Basic
0
9
772
4
2023-08-28 15:21:39.155231
Good
No
Monthly
Apartment
954
11,724
52
Male
44,932
Married
0
Master's
Unemployed
17.898453
Rural
Premium
0
0
759
9
2024-06-23 15:21:39.229482
Good
Yes
Weekly
House
1,224
11,725
26
Female
6,932
Married
0
Master's
Self-Employed
30.247434
Suburban
Basic
0
13
613
2
2023-01-18 15:21:39.155231
Average
No
Monthly
Apartment
913
11,726
34
Male
55,331
Single
3
High School
Self-Employed
15.848301
Urban
Premium
3
17
647
1
2024-04-15 15:21:39.259788
Good
Yes
Weekly
House
22
11,727
18
Female
16,073
Single
0
PhD
null
15.959406
Urban
Premium
null
13
null
9
2020-02-04 15:21:39.172097
Average
Yes
Weekly
Apartment
704
11,728
63
Female
25,002
Married
2
Master's
Self-Employed
13.485926
Rural
Premium
1
2
745
1
2021-03-26 15:21:39.214388
Poor
Yes
Daily
Condo
1,069
11,729
23
Female
23,532
Single
3
PhD
Employed
37.591728
Rural
Premium
0
9
null
8
2024-03-27 15:21:39.211806
Good
Yes
Monthly
House
543
11,730
44
Male
28,280
Divorced
4
PhD
Employed
17.958298
Suburban
Comprehensive
0
15
null
6
2020-05-29 15:21:39.222387
null
No
Rarely
Apartment
1,113
11,731
43
Male
517
Married
null
High School
Employed
32.27867
Urban
Premium
4
15
null
3
2021-06-18 15:21:39.134960
Average
No
Daily
Condo
704
11,732
53
Male
36,440
Single
2
Master's
Employed
31.801029
Rural
Premium
2
18
469
1
2020-03-23 15:21:39.175719
Average
No
Weekly
House
2,837
11,733
23
Female
24,904
Divorced
2
Bachelor's
Self-Employed
25.784079
Urban
Basic
1
12
682
1
2022-08-05 15:21:39.222387
Poor
No
Weekly
Condo
507
11,734
59
Female
106,426
Divorced
0
Bachelor's
Employed
40.653907
Rural
Premium
0
16
839
6
2020-09-17 15:21:39.155231
Good
Yes
Daily
Apartment
428
11,735
36
Male
25,427
Married
2
Master's
Employed
21.946348
Urban
Premium
null
19
643
9
2023-06-24 15:21:39.092127
Average
No
Rarely
Apartment
2,113
11,736
26
Male
15,696
Married
1
Master's
Self-Employed
26.41995
Urban
Basic
1
5
558
3
2021-06-24 15:21:39.209847
Average
Yes
Rarely
House
962
11,737
51
Male
23,285
Divorced
4
Master's
null
null
Urban
Premium
1
5
490
3
2024-03-15 15:21:39.120168
Good
Yes
Rarely
Apartment
729
11,738
25
Male
67,723
Divorced
null
Bachelor's
Self-Employed
13.585084
Rural
Premium
null
6
459
7
2024-02-09 15:21:39.167099
Good
No
Rarely
House
200
11,739
63
Male
887
Single
4
PhD
null
46.967315
Suburban
Comprehensive
null
6
803
6
2021-12-23 15:21:39.102694
Average
Yes
Monthly
Condo
1,884
11,740
18
Male
53,400
Divorced
0
PhD
Unemployed
33.666733
Rural
Basic
null
9
481
8
2019-10-12 15:21:39.155231
Poor
No
Daily
House
3,819
11,741
55
Male
18,053
Single
4
Master's
Self-Employed
50.592817
Urban
Premium
0
5
483
8
2021-06-11 15:21:39.237118
Good
Yes
Rarely
House
381
11,742
29
Male
7,852
Divorced
1
High School
Self-Employed
19.937173
Urban
Comprehensive
0
4
466
6
2022-03-08 15:21:39.155231
Poor
No
Rarely
House
731
11,743
51
Male
38,156
Married
4
Bachelor's
Unemployed
38.717459
Suburban
Comprehensive
2
11
815
9
2020-01-18 15:21:39.176717
Good
No
Daily
Condo
1,304
11,744
28
Female
16,983
Married
null
Bachelor's
Unemployed
15.716291
Suburban
Comprehensive
1
13
314
2
2020-04-14 15:21:39.226954
Good
Yes
Weekly
House
1,365
11,745
null
Male
18,585
Single
4
Master's
Employed
16.270954
Suburban
Premium
null
6
403
1
2021-11-19 15:21:39.286113
Good
Yes
Daily
Apartment
774
11,746
38
Female
29,694
Single
2
Master's
Employed
16.161616
Rural
Comprehensive
0
13
null
9
2020-05-12 15:21:39.235012
Good
No
Monthly
Apartment
600
11,747
46
Female
39,772
Divorced
3
PhD
Unemployed
34.419638
Urban
Basic
0
3
560
7
2023-04-30 15:21:39.123711
Poor
No
Weekly
Condo
3,978
11,748
24
Male
7,054
Married
3
Master's
null
34.720011
Urban
Basic
0
0
823
1
2023-03-04 15:21:39.259788
null
No
Rarely
Apartment
1,435
11,749
null
Female
35,408
Divorced
0
Master's
null
26.064608
Urban
Basic
2
2
552
8
2024-03-19 15:21:39.155231
null
No
Monthly
House
359
11,750
28
Female
6,054
Divorced
3
PhD
Unemployed
3.924871
Rural
Comprehensive
0
17
713
7
2022-01-08 15:21:39.085129
Average
Yes
Rarely
Condo
454
11,751
54
Male
61,247
Single
0
Master's
Self-Employed
13.282386
Urban
Basic
1
16
431
3
2019-11-16 15:21:39.237118
Good
Yes
Monthly
Condo
1,793
11,752
null
Female
5,916
Divorced
4
PhD
Employed
47.867224
Urban
Comprehensive
2
2
null
8
2022-09-06 15:21:39.111551
Good
No
Weekly
Apartment
1,033
11,753
47
Male
103,974
Single
4
PhD
Unemployed
null
Urban
Premium
1
0
456
9
2024-02-13 15:21:39.133866
Poor
No
Rarely
Apartment
2,089
11,754
57
Female
67,550
Single
1
Master's
Employed
null
Urban
Premium
2
4
478
2
2022-08-30 15:21:39.194829
Good
Yes
Monthly
House
1,608
11,755
21
Male
38,614
Single
1
Bachelor's
Employed
13.753692
Urban
Basic
0
4
723
7
2023-10-11 15:21:39.164044
Average
Yes
Weekly
House
710
11,756
24
Female
1,607
Divorced
3
PhD
Unemployed
51.47397
Suburban
Comprehensive
1
4
725
4
2021-11-04 15:21:39.236064
Average
No
Rarely
Condo
936
11,757
53
Female
16,098
Married
null
Master's
Self-Employed
36.872568
Suburban
Premium
2
12
742
4
2022-02-12 15:21:39.134960
Average
Yes
Monthly
Condo
104
11,758
55
Female
35,067
Divorced
0
PhD
null
9.512341
Urban
Basic
0
0
null
1
2022-03-08 15:21:39.181605
Average
No
Monthly
Apartment
57
11,759
35
Female
105,871
Single
null
PhD
Self-Employed
33.874233
Rural
Basic
2
5
502
9
2023-03-28 15:21:39.253660
Average
Yes
Weekly
House
3,473
11,760
58
Female
37,149
Single
2
PhD
null
17.419763
Suburban
Basic
1
3
535
6
2021-07-28 15:21:39.134960
Average
Yes
Daily
Condo
574
11,761
49
Female
21,581
Married
1
High School
Self-Employed
16.494568
Urban
Premium
1
4
467
4
2023-07-29 15:21:39.237118
Good
No
Rarely
Condo
541
11,762
null
Male
139,800
Single
3
Master's
null
22.723008
Rural
Comprehensive
2
19
778
4
2024-05-23 15:21:39.173834
null
No
Monthly
House
581
11,763
59
Female
11,763
Single
0
PhD
Employed
35.363311
Suburban
Comprehensive
null
15
762
9
2022-10-03 15:21:39.192212
Poor
Yes
Daily
Apartment
472
11,764
37
Female
599
Divorced
1
Bachelor's
Self-Employed
41.498885
Suburban
Premium
0
16
441
5
2021-11-15 15:21:39.134960
Good
Yes
Daily
House
1,172
11,765
45
Male
33,408
Married
null
PhD
Unemployed
24.993972
Suburban
Comprehensive
0
9
null
7
2022-03-05 15:21:39.080440
Average
Yes
Rarely
House
3,897
11,766
55
Female
38,323
Divorced
4
Master's
null
null
Suburban
Comprehensive
2
5
573
7
2021-11-30 15:21:39.267454
Poor
No
Daily
House
857
11,767
35
Male
5,915
Married
4
High School
Unemployed
8.161473
Urban
Comprehensive
null
10
746
2
2020-04-21 15:21:39.096739
Poor
No
Monthly
Condo
483
11,768
23
Female
4,020
Single
1
Master's
Unemployed
43.694559
Suburban
Comprehensive
1
2
647
5
2019-10-17 15:21:39.151732
Good
No
Daily
Condo
35
11,769
19
Female
7,919
Divorced
3
Bachelor's
Unemployed
30.812563
Urban
Basic
3
7
757
8
2022-01-07 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,194
11,770
27
Female
16,823
Single
0
PhD
Employed
19.058378
Rural
Comprehensive
null
2
565
6
2021-10-28 15:21:39.282785
Good
Yes
Weekly
House
817
11,771
46
Female
5,877
Divorced
4
Bachelor's
Self-Employed
11.002626
Suburban
Comprehensive
0
0
814
1
2023-03-27 15:21:39.092127
null
No
Weekly
Condo
1,425
11,772
32
Male
60,147
Divorced
1
Master's
Unemployed
16.837355
Rural
Premium
1
14
492
1
2020-11-08 15:21:39.288099
Good
No
Weekly
Condo
215
11,773
59
Male
45,904
Single
4
High School
null
8.946845
Rural
Comprehensive
2
8
422
1
2022-05-01 15:21:39.094752
Good
No
Weekly
Condo
2,455
11,774
45
Female
25,000
Single
1
Bachelor's
null
34.285715
Rural
Comprehensive
2
3
813
6
2024-05-13 15:21:39.229482
Good
No
Rarely
Condo
577
11,775
52
Female
1,226
Single
4
High School
Employed
26.869124
Urban
Premium
null
9
442
1
2022-12-26 15:21:39.166062
Poor
Yes
Weekly
House
683
11,776
58
Male
33,671
Married
4
PhD
Unemployed
26.887008
Rural
Comprehensive
1
11
839
4
2021-12-25 15:21:39.085129
Good
No
Daily
Condo
241
11,777
57
Female
8,904
Married
2
Bachelor's
Self-Employed
25.97739
Suburban
Basic
1
18
null
5
2024-07-15 15:21:39.147735
Average
No
Monthly
Condo
1,096
11,778
44
Male
4,095
Married
0
Bachelor's
Self-Employed
27.636344
Urban
Comprehensive
1
12
null
8
2024-07-10 15:21:39.254678
Poor
No
Daily
House
2,056
11,779
61
Male
1,380
Divorced
0
PhD
Unemployed
20.039457
Urban
Premium
2
6
551
2
2022-02-04 15:21:39.148733
Average
Yes
Daily
Condo
537
11,780
49
Female
null
Married
1
High School
null
35.171178
Urban
Premium
4
4
599
9
2024-05-10 15:21:39.126661
Poor
Yes
Rarely
House
2,271
11,781
60
Female
33,851
Married
3
Master's
Unemployed
18.1058
Rural
Basic
1
4
605
6
2021-09-26 15:21:39.278402
null
Yes
Daily
Apartment
515
11,782
29
Female
15,961
Married
2
PhD
Self-Employed
34.814268
Suburban
Premium
null
9
561
7
2020-09-27 15:21:39.237118
Poor
Yes
Monthly
Condo
733
11,783
26
Male
23,983
Married
2
High School
Self-Employed
18.409934
Rural
Comprehensive
null
16
751
5
2021-06-23 15:21:39.172097
Average
Yes
Monthly
House
514
11,784
53
Female
31,003
Single
0
Master's
Self-Employed
31.844017
Urban
Premium
null
13
751
4
2024-04-16 15:21:39.082499
Poor
Yes
Daily
Condo
1,189
11,785
44
Female
28,006
Divorced
3
PhD
Unemployed
19.451952
Urban
Premium
null
12
556
9
2020-01-04 15:21:39.219432
Poor
Yes
Daily
House
3,705
11,786
19
Male
93,688
Married
4
PhD
Unemployed
32.836203
Urban
Basic
1
15
638
6
2021-12-19 15:21:39.180553
Poor
No
Weekly
Condo
150
11,787
37
Female
102,632
Single
2
Master's
Unemployed
27.919267
Urban
Comprehensive
1
8
691
5
2020-04-16 15:21:39.094752
Poor
Yes
Rarely
Condo
101
11,788
24
Female
136,497
Divorced
0
High School
Employed
null
Suburban
Premium
0
10
581
5
2022-10-27 15:21:39.123711
Poor
No
Monthly
Condo
30
11,789
25
Male
null
Divorced
2
Master's
Unemployed
27.622716
Suburban
Comprehensive
2
5
485
4
2022-01-22 15:21:39.220389
Good
Yes
Daily
Condo
4,184
11,790
23
Male
44,769
Single
3
Master's
Unemployed
null
Rural
Basic
0
4
710
6
2022-12-04 15:21:39.124659
Average
No
Daily
Apartment
713
11,791
34
Female
30,097
Single
0
PhD
null
24.390882
Rural
Basic
null
17
475
9
2020-07-06 15:21:39.175719
Poor
No
Rarely
Condo
597
11,792
36
Male
44,998
Married
4
Bachelor's
null
44.337834
Rural
Comprehensive
2
6
811
4
2023-09-14 15:21:39.168099
Poor
Yes
Weekly
House
3,410
11,793
18
Male
16,073
Divorced
0
PhD
Self-Employed
30.766162
Rural
Premium
0
16
751
7
2022-04-04 15:21:39.134960
Average
No
Monthly
Apartment
50
11,794
48
Female
27,982
Married
2
High School
null
26.247845
Urban
Basic
1
16
826
4
2023-04-02 15:21:39.086123
Poor
Yes
Rarely
House
1,195
11,795
22
Female
4,834
Single
0
Master's
null
33.06074
Urban
Premium
null
11
334
5
2020-03-11 15:21:39.209847
Poor
No
Weekly
House
739
11,796
60
Male
null
Married
4
Bachelor's
Employed
27.56656
Rural
Comprehensive
0
10
424
6
2021-10-09 15:21:39.265513
Good
No
Weekly
Condo
544
11,797
41
Male
53,501
Single
3
Bachelor's
Self-Employed
28.99872
Urban
Comprehensive
0
12
456
4
2020-11-28 15:21:39.244069
Poor
No
Monthly
Apartment
2,064
11,798
60
Female
81,712
Single
3
Master's
Unemployed
27.025849
Urban
Basic
1
14
453
7
2020-10-11 15:21:39.237118
Poor
Yes
Rarely
Apartment
956
11,799
43
Female
99,115
Married
3
Bachelor's
Employed
26.527923
Suburban
Comprehensive
0
11
365
7
2021-12-29 15:21:39.237118
Average
No
Monthly
Apartment
286