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
1,187,700
45
Female
46,458
Single
4
Bachelor's
Employed
13.936659
Rural
Basic
0
18
301
9
2020-08-31 15:21:39.258696
Good
Yes
Monthly
Apartment
1,033
1,187,701
19
Female
8,097
Married
3
Bachelor's
Self-Employed
21.14373
Rural
Basic
1
13
784
7
2021-06-30 15:21:39.134960
Average
No
Monthly
House
944
1,187,702
19
Female
1,112
Married
0
Master's
Employed
47.824164
Suburban
Premium
null
6
456
8
2022-02-22 15:21:39.134960
Good
Yes
Weekly
Apartment
1,616
1,187,703
61
Female
61,462
Single
2
PhD
null
38.813393
Rural
Premium
4
11
783
4
2020-04-23 15:21:39.155231
null
Yes
Weekly
Apartment
722
1,187,704
19
Male
27,962
Single
1
Master's
Self-Employed
12.639544
Rural
Comprehensive
0
16
638
7
2020-04-09 15:21:39.168099
Good
No
Rarely
Apartment
591
1,187,705
22
Female
16,963
Divorced
0
PhD
Employed
19.954237
Urban
Basic
2
3
446
1
2020-12-10 15:21:39.181605
Good
Yes
Daily
House
1,460
1,187,706
30
Male
811
Single
null
High School
Self-Employed
20.154528
Rural
Basic
null
2
null
7
2022-03-12 15:21:39.155231
Good
No
Weekly
Condo
2,053
1,187,707
64
Female
136,244
Married
4
Master's
Employed
19.74614
Rural
Basic
null
8
554
6
2021-07-24 15:21:39.179186
null
No
Daily
Apartment
125
1,187,708
64
Male
28,300
Divorced
4
Bachelor's
Employed
15.865963
Rural
Basic
null
12
634
6
2024-03-06 15:21:39.237118
Poor
Yes
Monthly
Condo
663
1,187,709
58
Male
4,834
Married
3
High School
Self-Employed
24.319832
Suburban
Basic
2
7
null
3
2020-08-11 15:21:39.231531
Average
Yes
Weekly
Condo
2,142
1,187,710
22
Male
97,166
Divorced
2
PhD
null
15.313719
Suburban
Basic
2
2
636
3
2020-07-20 15:21:39.218388
Good
Yes
Daily
Apartment
157
1,187,711
20
Female
94,864
Divorced
4
PhD
Self-Employed
11.886549
Urban
Comprehensive
null
8
355
9
2021-12-14 15:21:39.259788
Good
Yes
Monthly
Condo
2,445
1,187,712
43
Male
76,418
Divorced
4
Master's
null
35.359947
Suburban
Premium
0
12
498
2
2021-10-10 15:21:39.172097
Average
Yes
Monthly
Condo
2,391
1,187,713
33
Male
25,892
Married
2
Master's
Employed
8.965882
Urban
Comprehensive
null
10
613
1
2022-08-08 15:21:39.182597
Poor
Yes
Monthly
House
1,595
1,187,714
59
Male
20,962
Married
2
Bachelor's
Employed
50.643892
Urban
Basic
3
5
656
6
2023-09-11 15:21:39.221386
Poor
Yes
Weekly
Apartment
1,079
1,187,715
50
Male
4,893
Single
0
Master's
null
26.867129
Rural
Comprehensive
0
1
607
5
2019-11-10 15:21:39.215386
Poor
No
Daily
House
1,008
1,187,716
26
Male
1,192
Divorced
0
High School
null
27.140425
Suburban
Premium
0
5
417
2
2021-03-04 15:21:39.134960
Poor
Yes
Daily
House
96
1,187,717
59
Female
5,876
Married
4
High School
null
32.241718
Rural
Premium
null
11
null
3
2022-05-19 15:21:39.134960
Average
Yes
Monthly
Condo
1,797
1,187,718
23
Female
3,246
Divorced
0
High School
null
null
Rural
Comprehensive
2
5
576
3
2023-04-12 15:21:39.266452
Good
No
Rarely
House
913
1,187,719
60
Male
46,508
Married
1
Bachelor's
Unemployed
21.938556
Rural
Premium
0
16
459
6
2024-05-24 15:21:39.134960
Good
Yes
Daily
Apartment
23
1,187,720
27
Female
90,881
Single
3
Bachelor's
null
28.634312
Rural
Basic
1
1
308
4
2023-03-08 15:21:39.155231
Poor
Yes
Rarely
Condo
1,726
1,187,721
34
Male
4,058
Single
null
Master's
Self-Employed
28.533749
Suburban
Comprehensive
2
16
749
5
2021-02-10 15:21:39.092127
Average
No
Weekly
Apartment
474
1,187,722
30
Female
21,686
Married
2
Bachelor's
null
20.996484
Rural
Premium
null
10
516
7
2020-07-19 15:21:39.206847
Poor
Yes
Monthly
House
72
1,187,723
33
Female
9,072
Divorced
0
Bachelor's
Unemployed
18.263977
Urban
Premium
null
1
622
3
2021-09-16 15:21:39.134960
Average
Yes
Weekly
Apartment
933
1,187,724
32
Female
17,894
Single
1
Bachelor's
null
9.633742
Rural
Premium
1
4
492
6
2021-10-18 15:21:39.236064
Average
No
Rarely
Apartment
2,374
1,187,725
35
Female
29,127
Married
0
PhD
Unemployed
26.132795
Rural
Basic
4
5
565
3
2022-12-02 15:21:39.194829
null
No
Daily
Apartment
907
1,187,726
60
Male
102,930
Single
null
Bachelor's
null
14.591853
Suburban
Comprehensive
null
7
362
5
2020-03-02 15:21:39.228521
Poor
Yes
Daily
House
1,179
1,187,727
64
Female
21,125
Married
3
High School
Employed
35.897449
Urban
Comprehensive
null
11
406
3
2020-07-13 15:21:39.087123
Poor
No
Rarely
House
1,770
1,187,728
34
Female
2,183
Divorced
3
Master's
Unemployed
19.297536
Urban
Comprehensive
null
14
491
7
2022-11-25 15:21:39.183598
Good
Yes
Daily
Condo
1,498
1,187,729
58
Female
44,667
Divorced
0
PhD
Employed
43.813683
Suburban
Basic
0
6
689
9
2023-11-01 15:21:39.206847
Average
Yes
Weekly
Condo
456
1,187,730
57
Male
17,295
Married
2
Master's
Employed
40.294431
Rural
Basic
null
8
622
3
2023-04-01 15:21:39.276388
Good
No
Monthly
Apartment
1,827
1,187,731
41
Male
35,297
Married
0
Bachelor's
Unemployed
36.548712
Rural
Premium
0
14
591
5
2023-08-29 15:21:39.249100
Good
No
Monthly
Apartment
1,326
1,187,732
42
Male
6,716
Divorced
null
Master's
Self-Employed
19.149427
Rural
Comprehensive
null
0
578
6
2023-06-27 15:21:39.134960
Good
No
Monthly
Apartment
582
1,187,733
51
Female
487
Single
0
PhD
null
19.180124
Rural
Basic
0
15
497
2
2021-08-31 15:21:39.146733
Good
Yes
Rarely
House
2,379
1,187,734
31
Male
20,935
Single
0
Master's
Employed
46.67101
Urban
Basic
0
1
409
3
2024-07-06 15:21:39.181605
Average
Yes
Rarely
House
716
1,187,735
40
Female
5,197
null
4
Bachelor's
null
5.93669
Urban
Premium
null
15
758
7
2023-10-03 15:21:39.177724
Good
Yes
Monthly
Apartment
872
1,187,736
21
Male
2,028
Married
3
Bachelor's
Unemployed
43.240014
Suburban
Comprehensive
1
8
595
8
2023-11-03 15:21:39.237118
null
No
Rarely
House
1,337
1,187,737
28
Female
6,073
Single
3
PhD
null
24.837791
Urban
Comprehensive
3
9
661
5
2021-02-14 15:21:39.155231
Poor
Yes
Monthly
Apartment
573
1,187,738
55
Male
13,791
Single
2
Master's
Employed
15.869501
Suburban
Premium
1
19
496
2
2021-06-05 15:21:39.176717
Poor
No
Daily
Apartment
953
1,187,739
58
Male
42,361
Single
4
Bachelor's
null
12.970187
Rural
Comprehensive
1
18
588
9
2020-09-20 15:21:39.166062
Poor
Yes
Daily
Apartment
1,401
1,187,740
53
Female
92,845
Single
1
Master's
null
33.788252
Rural
Premium
1
17
687
6
2024-06-15 15:21:39.171102
Average
No
Monthly
Apartment
203
1,187,741
40
Male
25,185
Single
1
Bachelor's
null
32.998855
Suburban
Basic
null
13
571
6
2021-10-06 15:21:39.254678
Average
Yes
Monthly
Condo
903
1,187,742
60
Male
15,886
Married
2
PhD
Self-Employed
45.748528
Urban
Premium
2
1
null
8
2022-01-11 15:21:39.251142
Average
No
Daily
Condo
2,317
1,187,743
58
Male
6,897
Divorced
null
PhD
Self-Employed
5.539713
Urban
Comprehensive
null
18
547
4
2021-09-16 15:21:39.166062
Poor
No
Rarely
Condo
185
1,187,744
27
Female
94,962
Married
4
Bachelor's
Self-Employed
15.44604
Rural
Comprehensive
null
7
386
2
2019-12-22 15:21:39.237118
Good
Yes
Weekly
House
2,957
1,187,745
22
Male
26,296
Divorced
0
PhD
Unemployed
37.16012
Urban
Basic
null
16
725
9
2022-05-07 15:21:39.204790
Average
No
Daily
Condo
1,210
1,187,746
26
Female
30,562
Single
0
Master's
null
10.938157
Urban
Basic
0
2
null
5
2022-09-28 15:21:39.155231
Good
Yes
Monthly
Apartment
2,719
1,187,747
24
Female
null
Divorced
0
Master's
Unemployed
8.749241
Urban
Premium
1
3
449
7
2023-06-22 15:21:39.172097
Good
No
Daily
Condo
48
1,187,748
51
Female
40,323
Divorced
1
Master's
Employed
15.164924
Suburban
Comprehensive
null
1
667
7
2023-06-15 15:21:39.134960
Poor
Yes
Weekly
House
1,442
1,187,749
43
Male
6,978
Divorced
2
High School
Employed
null
Suburban
Comprehensive
1
15
711
3
2021-06-25 15:21:39.221386
Average
No
Daily
Apartment
1,595
1,187,750
41
Female
47,958
Divorced
1
Bachelor's
null
12.684439
Urban
Premium
0
18
697
7
2023-09-30 15:21:39.252145
Poor
No
Weekly
House
382
1,187,751
63
Female
10,066
Divorced
4
PhD
Employed
7.077304
Suburban
Basic
0
15
467
3
2021-08-26 15:21:39.237118
Good
No
Daily
Apartment
1,136
1,187,752
64
Male
6,935
Single
0
Master's
null
26.726137
Suburban
Basic
1
4
496
7
2021-07-20 15:21:39.092127
Good
No
Rarely
Apartment
1,742
1,187,753
34
Male
6,872
Married
0
Bachelor's
Employed
8.284623
Urban
Premium
1
14
697
5
2023-01-29 15:21:39.288099
Poor
Yes
Rarely
Apartment
1,252
1,187,754
36
Male
8,337
Single
4
PhD
Self-Employed
29.597739
Suburban
Basic
1
18
769
4
2022-08-22 15:21:39.209847
Average
Yes
Monthly
Condo
40
1,187,755
24
Male
47,368
Single
3
High School
Unemployed
34.154976
Rural
Premium
null
11
496
1
2021-06-24 15:21:39.134960
Average
Yes
Monthly
Apartment
27
1,187,756
46
Male
726
Married
1
Master's
Unemployed
46.675096
Rural
Basic
null
3
404
1
2021-01-23 15:21:39.215386
Poor
Yes
Monthly
Condo
1,133
1,187,757
52
Female
29,236
Divorced
1
PhD
Employed
32.456714
Suburban
Comprehensive
1
4
489
6
2023-03-25 15:21:39.164044
Average
Yes
Rarely
House
564
1,187,758
58
Male
7,631
Single
1
Bachelor's
Self-Employed
35.908519
Rural
Comprehensive
2
9
583
2
2019-10-09 15:21:39.177724
Average
Yes
Weekly
House
27
1,187,759
42
Female
33,307
Married
null
High School
Employed
27.592346
Suburban
Premium
null
15
456
7
2021-08-19 15:21:39.237118
Average
No
Monthly
Condo
714
1,187,760
57
Female
28,314
Married
4
Master's
Unemployed
27.902305
Urban
Basic
1
6
722
7
2021-02-14 15:21:39.252145
Good
Yes
Daily
Apartment
345
1,187,761
34
Female
2,562
Single
2
PhD
null
46.737667
Suburban
Comprehensive
0
2
602
3
2022-04-19 15:21:39.111551
Poor
Yes
Weekly
House
2,047
1,187,762
48
Male
17,891
Single
2
PhD
Employed
23.77948
Urban
Basic
null
9
null
5
2021-05-18 15:21:39.086123
Poor
No
Rarely
Apartment
618
1,187,763
63
Female
29,137
Single
4
Bachelor's
Employed
40.818596
Suburban
Basic
1
1
313
1
2021-03-21 15:21:39.194829
Average
Yes
Daily
House
2,848
1,187,764
45
Female
15,560
Single
3
Bachelor's
Employed
18.913339
Rural
Premium
null
6
391
9
2022-07-09 15:21:39.250151
Poor
No
Monthly
Apartment
762
1,187,765
38
Female
43,789
Divorced
0
Master's
null
44.484784
Urban
Basic
0
19
302
6
2021-03-27 15:21:39.237118
Poor
Yes
Weekly
Condo
1,171
1,187,766
54
Male
8,892
Married
3
Bachelor's
null
25.164741
Rural
Basic
0
8
846
5
2021-11-08 15:21:39.091080
Average
Yes
Daily
Condo
2,161
1,187,767
56
Male
72,488
Married
3
PhD
Self-Employed
33.859159
Urban
Premium
null
10
313
1
2023-07-20 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,001
1,187,768
39
Male
43,921
Single
3
Master's
Unemployed
34.328617
Rural
Comprehensive
2
10
757
1
2023-05-16 15:21:39.114118
Good
Yes
Weekly
Apartment
437
1,187,769
20
Female
10,881
Divorced
2
Bachelor's
Unemployed
34.685569
Suburban
Premium
null
18
622
9
2020-11-12 15:21:39.172097
Good
Yes
Daily
Condo
216
1,187,770
25
Male
2,499
Single
0
PhD
Employed
null
Urban
Basic
null
13
542
2
2021-04-24 15:21:39.134960
Poor
No
Weekly
Condo
1,853
1,187,771
32
Male
8,901
Single
1
Bachelor's
Employed
27.78881
Rural
Comprehensive
2
17
786
7
2022-10-06 15:21:39.130190
Good
Yes
Weekly
House
1,086
1,187,772
61
Male
59,913
Married
1
Master's
null
46.349863
Rural
Premium
null
19
699
8
2021-07-21 15:21:39.186212
Poor
Yes
Monthly
Apartment
112
1,187,773
48
Female
6,974
Married
2
Bachelor's
Self-Employed
39.57301
Suburban
Comprehensive
0
4
626
2
2023-03-29 15:21:39.180553
Average
Yes
Monthly
Condo
1,281
1,187,774
21
Male
744
Single
0
Master's
Employed
null
Rural
Comprehensive
null
11
725
4
2022-12-16 15:21:39.171102
Average
No
Rarely
Apartment
1,112
1,187,775
54
Female
5,095
Divorced
3
PhD
Employed
12.089428
Suburban
Premium
1
0
619
2
2024-03-15 15:21:39.155231
Average
Yes
Daily
House
1,356
1,187,776
37
Male
578
Divorced
1
Master's
Unemployed
20.28706
Rural
Premium
2
18
822
1
2021-09-12 15:21:39.146733
Average
No
Rarely
Condo
871
1,187,777
60
Female
3,301
Married
1
High School
null
27.172004
Suburban
Premium
0
11
433
7
2020-02-24 15:21:39.205850
Good
No
Weekly
Apartment
1,434
1,187,778
28
Male
87,033
Single
1
PhD
null
50.867776
Suburban
Basic
null
8
489
5
2024-02-02 15:21:39.185215
Average
Yes
Weekly
Apartment
1,472
1,187,779
27
Male
707
Married
1
PhD
Employed
null
Urban
Basic
null
3
683
3
2020-08-05 15:21:39.232526
Poor
Yes
Monthly
Condo
729
1,187,780
63
Female
61,796
Divorced
1
Bachelor's
Employed
16.146658
Suburban
Premium
1
6
474
8
2020-10-01 15:21:39.155231
Average
No
Monthly
Apartment
24
1,187,781
61
Male
1,375
Single
1
High School
Unemployed
16.939102
Suburban
Comprehensive
2
4
839
5
2021-05-06 15:21:39.134960
Average
Yes
Rarely
Condo
963
1,187,782
47
Male
79,801
Divorced
1
High School
Unemployed
47.66499
Rural
Basic
null
0
646
3
2023-03-03 15:21:39.134960
Average
Yes
Monthly
House
137
1,187,783
35
Male
44,284
Single
4
High School
null
13.856648
Rural
Comprehensive
0
14
705
5
2023-05-14 15:21:39.217387
Poor
Yes
Rarely
Condo
1,173
1,187,784
47
Male
20,597
Single
2
PhD
null
8.979888
Urban
Comprehensive
0
7
446
1
2022-06-04 15:21:39.149731
Poor
No
Weekly
Apartment
283
1,187,785
32
Male
9,097
Single
1
High School
Employed
8.522904
Urban
Premium
0
16
null
7
2023-07-17 15:21:39.222387
Poor
Yes
Monthly
Condo
461
1,187,786
30
Male
20,983
Married
2
Bachelor's
Unemployed
null
Urban
Comprehensive
null
17
646
2
2022-11-01 15:21:39.285112
null
Yes
Weekly
Apartment
792
1,187,787
32
Female
24,682
Divorced
4
PhD
Self-Employed
31.829242
Rural
Comprehensive
1
8
790
1
2022-07-31 15:21:39.172097
Good
Yes
Weekly
Condo
522
1,187,788
49
Female
18,455
Single
1
Bachelor's
null
42.907183
Suburban
Premium
0
16
841
3
2019-08-22 15:21:39.261856
Average
Yes
Rarely
Apartment
1,853
1,187,789
61
Female
24,896
Married
0
PhD
Unemployed
5.442882
Rural
Comprehensive
3
19
722
5
2022-05-12 15:21:39.276388
Poor
No
Daily
Apartment
1,408
1,187,790
63
Male
44,957
Single
4
Master's
null
42.918106
Rural
Comprehensive
1
11
848
2
2023-04-02 15:21:39.260856
Average
Yes
Weekly
House
2,611
1,187,791
51
Female
21,626
Single
4
Master's
Unemployed
36.121429
Rural
Comprehensive
2
18
746
2
2020-10-03 15:21:39.134960
Poor
Yes
Rarely
Apartment
175
1,187,792
18
Male
36,546
Married
4
High School
Unemployed
35.169943
Rural
Comprehensive
2
2
null
7
2022-07-24 15:21:39.285112
Good
Yes
Daily
Condo
1,201
1,187,793
63
Female
27,550
Married
null
PhD
Unemployed
26.014913
Rural
Premium
1
9
459
4
2024-04-20 15:21:39.247098
Poor
No
Daily
Apartment
1,512
1,187,794
23
Male
37,000
Divorced
2
High School
null
27.484717
Urban
Basic
2
19
813
9
2021-02-04 15:21:39.290098
null
No
Daily
House
703
1,187,795
43
Female
934
Divorced
1
High School
Self-Employed
null
Rural
Basic
0
4
518
9
2020-11-25 15:21:39.237118
Poor
No
Daily
Apartment
486
1,187,796
43
Male
1,064
Divorced
null
Master's
Unemployed
32.079293
Suburban
Premium
2
12
431
6
2022-12-31 15:21:39.211806
Good
No
Monthly
Condo
2,572
1,187,797
60
Male
96,830
Single
4
High School
Unemployed
10.242236
Urban
Comprehensive
0
8
588
2
2023-01-28 15:21:39.246098
Average
No
Rarely
House
332
1,187,798
48
Male
4,022
Single
4
Bachelor's
null
8.939891
Urban
Premium
2
1
502
1
2020-10-07 15:21:39.223901
Average
Yes
Daily
Apartment
39
1,187,799
42
Male
18,059
Divorced
4
Bachelor's
null
15.81819
Urban
Comprehensive
2
6
642
7
2023-02-15 15:21:39.169102
Good
Yes
Monthly
Apartment
1,670