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
7,700
27
Male
37,165
Divorced
3
PhD
Unemployed
40.83485
Rural
Basic
1
10
null
4
2023-07-21 15:21:39.276901
Average
Yes
Daily
Condo
531
7,701
54
Female
14,916
Single
1
Bachelor's
Unemployed
29.827872
Rural
Premium
0
11
null
7
2024-05-03 15:21:39.088124
Average
Yes
Weekly
Apartment
29
7,702
48
Male
47,723
Married
0
Master's
Self-Employed
7.935607
Suburban
Comprehensive
null
6
395
3
2022-10-07 15:21:39.199447
Poor
Yes
Monthly
Apartment
803
7,703
19
Female
14,828
Divorced
4
High School
Unemployed
17.884142
Rural
Premium
null
18
538
3
2022-06-13 15:21:39.246098
Poor
No
Monthly
House
954
7,704
29
Female
94,450
Single
3
High School
null
31.748856
Rural
Premium
null
2
625
1
2021-09-29 15:21:39.261856
Good
Yes
Weekly
Apartment
114
7,705
61
Female
93,430
Divorced
4
PhD
null
42.782926
Suburban
Comprehensive
null
18
329
8
2023-02-03 15:21:39.082499
Poor
Yes
Daily
Apartment
831
7,706
59
Male
17,292
Married
null
Master's
null
29.693926
Urban
Basic
null
9
null
5
2020-02-05 15:21:39.154008
Good
Yes
Monthly
Apartment
571
7,707
31
Male
7,791
Married
4
High School
Employed
21.917857
Urban
Premium
1
12
801
6
2023-01-27 15:21:39.237118
Good
Yes
Monthly
House
113
7,708
56
Female
648
Divorced
3
Bachelor's
null
30.330095
Urban
Basic
0
13
394
6
2023-10-13 15:21:39.282785
Average
Yes
Monthly
House
956
7,709
22
Male
null
Divorced
2
Master's
Unemployed
null
Rural
Premium
0
4
446
8
2020-12-24 15:21:39.274993
Poor
Yes
Weekly
Apartment
792
7,710
39
Male
4,866
Divorced
4
High School
Self-Employed
15.542309
Rural
Basic
1
2
479
2
2021-06-16 15:21:39.233998
Average
No
Daily
Condo
2,431
7,711
64
Male
10,881
Married
4
Bachelor's
Self-Employed
39.567475
Suburban
Premium
0
14
602
4
2023-07-05 15:21:39.180553
Average
No
Rarely
House
901
7,712
32
Male
940
Married
0
Bachelor's
Unemployed
34.139955
Urban
Comprehensive
1
1
324
9
2021-03-16 15:21:39.129190
Poor
No
Weekly
Condo
1,186
7,713
64
Male
38,229
Divorced
1
Bachelor's
Employed
25.674676
Urban
Premium
1
16
null
3
2020-06-29 15:21:39.115178
null
Yes
Rarely
Condo
270
7,714
62
Female
2,711
Divorced
4
High School
Self-Employed
27.965493
Suburban
Comprehensive
null
13
515
3
2020-05-31 15:21:39.080440
Good
Yes
Weekly
House
431
7,715
46
Male
null
Married
1
High School
Employed
24.564155
Suburban
Basic
0
16
393
5
2022-01-08 15:21:39.237118
Average
Yes
Rarely
House
981
7,716
61
Female
39,264
Single
2
High School
Self-Employed
14.692956
Urban
Basic
0
3
368
3
2021-08-31 15:21:39.155231
Poor
Yes
Weekly
Condo
1,764
7,717
43
Male
5,716
Single
1
PhD
null
33.845164
Urban
Basic
1
1
572
9
2020-12-13 15:21:39.190215
Poor
Yes
Rarely
Condo
1,426
7,718
63
Female
29,924
Single
null
High School
Employed
9.817654
Urban
Comprehensive
null
11
494
7
2021-01-23 15:21:39.155231
Average
No
Rarely
Apartment
288
7,719
28
Male
6,908
Married
0
Master's
null
36.591912
Urban
Comprehensive
0
11
null
9
2024-07-12 15:21:39.289099
Good
Yes
Rarely
Condo
2,226
7,720
35
Female
16,094
Single
4
High School
null
19.874352
Rural
Premium
1
15
644
3
2023-07-31 15:21:39.134960
Poor
Yes
Rarely
House
788
7,721
57
Male
53,400
Divorced
1
PhD
Self-Employed
49.137823
Rural
Premium
0
3
772
4
2021-07-21 15:21:39.192212
Average
Yes
Monthly
House
240
7,722
35
Male
54,865
Married
0
PhD
Unemployed
10.17595
Rural
Basic
3
8
404
3
2023-11-30 15:21:39.264504
Good
Yes
Weekly
House
467
7,723
46
Female
10,026
null
2
PhD
Self-Employed
29.633228
Suburban
Comprehensive
1
12
397
8
2019-11-06 15:21:39.268507
Good
No
Daily
Apartment
3,147
7,724
45
Female
27,894
Divorced
2
Bachelor's
Self-Employed
38.68547
Suburban
Premium
1
18
729
5
2020-01-02 15:21:39.114118
Good
No
Rarely
Apartment
632
7,725
39
Female
null
Single
3
High School
Self-Employed
46.92339
Rural
Basic
null
3
385
1
2023-05-26 15:21:39.173834
Poor
No
Rarely
Apartment
488
7,726
55
Female
3,033
Divorced
0
High School
Unemployed
38.636397
Suburban
Basic
null
13
829
3
2023-03-04 15:21:39.228521
Average
No
Daily
Condo
24
7,727
48
Female
null
Single
1
High School
Unemployed
5.120475
Suburban
Basic
0
1
380
1
2020-09-04 15:21:39.214388
Poor
Yes
Daily
House
1,512
7,728
59
Male
48,601
Divorced
3
Master's
null
41.689811
Urban
Comprehensive
1
19
471
4
2024-05-18 15:21:39.281787
Average
Yes
Rarely
House
2,478
7,729
58
Male
null
Single
3
High School
Self-Employed
10.928337
Suburban
Basic
3
3
354
6
2024-06-25 15:21:39.147735
Poor
No
Rarely
Apartment
142
7,730
22
Female
16,094
Single
0
Bachelor's
Self-Employed
50.44795
Urban
Premium
2
4
515
9
2020-05-01 15:21:39.211806
Good
Yes
Rarely
Apartment
781
7,731
42
Male
59,627
Married
4
PhD
Self-Employed
47.082302
Suburban
Premium
2
5
362
2
2020-08-15 15:21:39.270454
Good
Yes
Monthly
Condo
1,218
7,732
52
Male
482
Divorced
4
Bachelor's
Employed
30.858896
Suburban
Basic
0
9
646
7
2020-05-07 15:21:39.225916
Good
No
Monthly
Apartment
29
7,733
46
Female
44,701
Single
null
Bachelor's
Self-Employed
25.539703
Urban
Premium
1
7
772
6
2021-10-01 15:21:39.125660
Good
Yes
Monthly
Condo
635
7,734
55
Female
101,624
Divorced
1
PhD
Employed
26.759906
Urban
Comprehensive
0
6
361
1
2023-03-01 15:21:39.132191
Good
Yes
Daily
House
507
7,735
41
Male
92,229
Divorced
4
PhD
Self-Employed
51.673876
Suburban
Comprehensive
0
17
613
6
2023-08-13 15:21:39.090124
Poor
Yes
Weekly
House
508
7,736
23
Male
45,982
Single
3
PhD
null
4.957008
Suburban
Basic
1
7
532
6
2024-04-20 15:21:39.155231
Poor
Yes
Monthly
Condo
714
7,737
31
Male
89,336
Married
4
PhD
Unemployed
30.989524
Suburban
Comprehensive
1
9
337
6
2022-09-04 15:21:39.276901
Good
No
Daily
Condo
328
7,738
25
Male
10,082
Married
2
High School
Employed
14.742186
Suburban
Basic
0
15
739
5
2021-05-29 15:21:39.172097
Average
No
Monthly
Condo
2,362
7,739
42
Female
587
Divorced
0
Master's
null
11.835695
Suburban
Comprehensive
null
15
617
7
2024-07-26 15:21:39.196387
Average
No
Monthly
House
147
7,740
35
Female
28,991
Divorced
null
Master's
null
12.65013
Rural
Basic
1
12
607
1
2023-11-18 15:21:39.237118
Average
No
Weekly
Apartment
739
7,741
62
Male
5,367
Single
3
Master's
Self-Employed
39.985729
Suburban
Comprehensive
1
16
519
5
2022-04-27 15:21:39.184157
Average
No
Monthly
House
497
7,742
31
Female
1,089
Married
1
Master's
Employed
27.629439
Rural
Comprehensive
3
6
848
4
2021-07-14 15:21:39.226954
Good
Yes
Monthly
Condo
622
7,743
31
Male
40,138
Single
2
Bachelor's
null
27.017777
Rural
Premium
0
5
null
1
2020-11-26 15:21:39.256696
Good
No
Daily
Condo
679
7,744
28
Male
1,664
Married
null
PhD
Unemployed
18.482642
Rural
Basic
null
8
666
4
2019-12-24 15:21:39.146733
Poor
No
Weekly
Condo
2,656
7,745
18
Female
17,096
Divorced
2
PhD
null
51.552583
Rural
Basic
0
12
754
1
2023-12-20 15:21:39.084065
Average
No
Daily
Apartment
694
7,746
29
Female
9,073
Single
4
Bachelor's
null
20.12808
Urban
Basic
0
0
533
1
2022-09-18 15:21:39.176717
Poor
No
Weekly
Condo
26
7,747
20
Female
26,296
Married
4
Bachelor's
Self-Employed
32.574655
Rural
Basic
0
11
684
8
2024-04-15 15:21:39.122134
Good
No
Rarely
Apartment
1,237
7,748
52
Male
1,040
Married
2
Master's
Unemployed
30.99106
Suburban
Comprehensive
null
13
null
5
2024-05-13 15:21:39.155231
null
No
Monthly
House
20
7,749
21
Female
5,396
Single
1
Bachelor's
null
4.472116
Urban
Premium
2
11
436
5
2022-08-08 15:21:39.282785
Average
No
Monthly
House
1,215
7,750
58
Female
25,648
Single
2
Master's
Unemployed
47.33389
Rural
Comprehensive
2
9
550
1
2020-07-05 15:21:39.088124
Good
No
Rarely
Condo
2,408
7,751
35
Female
122,989
Married
1
PhD
Unemployed
44.646896
Rural
Comprehensive
0
7
371
1
2023-02-06 15:21:39.134960
Good
No
Rarely
Condo
235
7,752
53
Female
5,897
Married
3
High School
null
47.58293
Rural
Basic
0
9
551
7
2024-03-13 15:21:39.194829
Poor
No
Rarely
House
1,007
7,753
23
Female
39,731
Divorced
0
PhD
Self-Employed
25.858019
Rural
Premium
0
5
653
8
2019-12-03 15:21:39.155231
Good
No
Daily
Apartment
518
7,754
42
Female
29,045
Single
null
Bachelor's
null
16.814977
Rural
Basic
null
2
520
6
2020-06-12 15:21:39.085129
Good
Yes
Monthly
Condo
549
7,755
25
Male
62,793
Divorced
2
High School
null
14.844753
Urban
Comprehensive
4
19
725
5
2021-04-23 15:21:39.093681
Poor
Yes
Monthly
Apartment
1,874
7,756
28
Female
49,017
Married
2
Master's
null
21.55133
Rural
Premium
null
18
463
5
2020-11-15 15:21:39.134960
Average
No
Monthly
House
28
7,757
56
Female
4,051
Married
null
High School
null
17.1616
Suburban
Comprehensive
2
13
464
2
2021-12-03 15:21:39.092127
Average
No
Monthly
Condo
917
7,758
60
Male
23,755
Single
1
PhD
Employed
17.955795
Rural
Comprehensive
0
4
null
8
2023-03-03 15:21:39.281787
Poor
Yes
Monthly
Condo
1,133
7,759
34
Male
54,554
Single
1
High School
Employed
16.929421
Rural
Comprehensive
0
13
452
1
2020-09-20 15:21:39.224915
Good
No
Monthly
Condo
912
7,760
53
Female
23,595
Married
0
PhD
Unemployed
20.929072
Urban
Premium
0
8
522
2
2023-08-13 15:21:39.134960
Good
Yes
Monthly
Condo
795
7,761
54
Male
28,862
Married
2
PhD
Unemployed
25.977997
Rural
Premium
1
7
766
6
2022-04-01 15:21:39.191219
Good
Yes
Weekly
Condo
522
7,762
55
Male
87,317
Divorced
1
High School
null
14.067666
Suburban
Basic
0
18
554
1
2024-04-22 15:21:39.093681
Good
Yes
Monthly
Condo
298
7,763
19
Female
46,321
Divorced
4
Bachelor's
Employed
28.774704
Urban
Premium
1
12
425
9
2022-08-11 15:21:39.095696
Average
No
Weekly
Apartment
466
7,764
61
Female
97,931
Married
2
Bachelor's
Self-Employed
47.936905
Urban
Comprehensive
1
15
369
1
2024-07-04 15:21:39.093681
Average
No
Daily
Apartment
587
7,765
49
Male
47,205
Divorced
1
Bachelor's
Employed
34.605413
Rural
Comprehensive
null
17
769
6
2019-11-11 15:21:39.120168
Average
No
Daily
House
269
7,766
26
Male
45,811
Divorced
4
PhD
Self-Employed
35.266853
Suburban
Comprehensive
0
5
661
6
2023-06-07 15:21:39.171102
Good
No
Monthly
House
458
7,767
46
Male
29,310
Divorced
0
Bachelor's
Unemployed
41.944217
Urban
Premium
4
19
566
2
2022-01-16 15:21:39.270454
Average
No
Daily
Condo
527
7,768
57
Male
15,894
Single
null
PhD
Self-Employed
29.160588
Urban
Premium
1
18
629
5
2022-08-16 15:21:39.155231
Average
Yes
Daily
Apartment
803
7,769
33
Male
30,954
Married
0
Bachelor's
Employed
18.354302
Urban
Premium
1
19
471
2
2022-07-19 15:21:39.280784
Good
Yes
Weekly
Apartment
1,365
7,770
46
Female
74,487
Single
2
Master's
Employed
31.099361
Suburban
Premium
0
19
399
1
2022-06-20 15:21:39.134960
Poor
Yes
Rarely
Condo
591
7,771
34
Female
19,313
Divorced
0
PhD
Employed
47.791775
Suburban
Basic
2
0
725
5
2024-07-24 15:21:39.115178
Average
No
Rarely
House
696
7,772
38
Female
26,883
null
4
Master's
Self-Employed
28.854164
Suburban
Premium
1
14
739
3
2022-11-05 15:21:39.186212
Good
Yes
Daily
Condo
1,609
7,773
63
Female
87,955
Divorced
4
Master's
Unemployed
44.715818
Suburban
Comprehensive
2
17
309
2
2020-11-11 15:21:39.261856
Poor
Yes
Monthly
Apartment
831
7,774
61
Female
null
Divorced
null
Bachelor's
Self-Employed
51.547832
Rural
Premium
null
17
694
1
2022-02-12 15:21:39.084065
Poor
Yes
Rarely
House
1,018
7,775
36
Female
35,796
Married
2
High School
Self-Employed
28.955004
Rural
Premium
1
12
781
7
2020-07-30 15:21:39.080440
Good
Yes
Rarely
Condo
1,031
7,776
37
Female
1,298
Divorced
4
Bachelor's
null
6.836805
Suburban
Premium
2
19
761
4
2023-08-12 15:21:39.134960
Poor
Yes
Monthly
House
1,090
7,777
40
Male
44,737
Divorced
3
Master's
Self-Employed
null
Suburban
Basic
1
8
644
4
2024-07-18 15:21:39.155231
Poor
No
Monthly
Apartment
1,485
7,778
52
Male
1,288
Divorced
3
Master's
Employed
27.984366
Rural
Comprehensive
3
12
578
8
2021-12-20 15:21:39.093681
Good
Yes
Weekly
House
710
7,779
56
Female
29,593
Single
null
Bachelor's
Unemployed
31.074529
Urban
Comprehensive
0
16
376
1
2021-09-16 15:21:39.251142
Average
Yes
Daily
Condo
3,290
7,780
32
Male
665
Divorced
1
Master's
null
33.935215
Rural
Premium
1
16
518
7
2022-12-24 15:21:39.086123
Good
No
Rarely
Condo
23
7,781
32
Female
19,255
Divorced
2
PhD
Unemployed
46.835861
Suburban
Comprehensive
1
3
543
9
2021-03-06 15:21:39.134960
Poor
Yes
Rarely
Condo
1,287
7,782
36
Female
829
Single
0
PhD
null
31.290795
Rural
Premium
2
6
508
1
2023-12-19 15:21:39.134960
Good
Yes
Rarely
Condo
2,036
7,783
22
Female
26,862
Married
1
High School
Employed
15.744764
Rural
Comprehensive
null
9
556
4
2021-08-15 15:21:39.177724
Average
Yes
Weekly
House
695
7,784
38
Male
36,246
Single
4
Master's
Employed
21.845988
Suburban
Basic
1
2
584
9
2023-10-19 15:21:39.283783
Average
Yes
Daily
Apartment
857
7,785
44
Male
125,085
Divorced
1
PhD
Self-Employed
51.446371
Urban
Premium
0
1
null
6
2024-07-20 15:21:39.245086
Average
No
Monthly
Apartment
1,420
7,786
21
Male
20,563
Single
2
High School
null
39.073244
Urban
Comprehensive
null
2
494
8
2021-06-12 15:21:39.134960
Good
No
Rarely
House
1,133
7,787
32
Female
94,967
Married
3
Master's
Self-Employed
51.634974
Suburban
Premium
1
4
694
9
2022-03-02 15:21:39.134960
Good
No
Weekly
Condo
744
7,788
57
Female
67,939
Divorced
3
Master's
Employed
14.919043
Suburban
Basic
0
1
422
3
2022-11-17 15:21:39.248098
Poor
Yes
Weekly
House
356
7,789
29
Female
24,889
Single
2
Master's
null
45.298822
Rural
Basic
2
8
446
5
2021-03-02 15:21:39.095696
Poor
Yes
Weekly
House
1,073
7,790
27
Male
966
Married
1
Bachelor's
null
24.814497
Suburban
Basic
2
7
667
2
2021-01-02 15:21:39.273973
Average
Yes
Weekly
House
1,270
7,791
19
Female
90,510
Divorced
null
PhD
null
40.845596
Urban
Basic
2
9
769
5
2023-12-15 15:21:39.261856
Average
No
Rarely
House
35
7,792
59
Female
null
Single
3
PhD
Employed
26.716155
Rural
Basic
null
7
403
6
2021-08-01 15:21:39.122134
Good
No
Monthly
Condo
829
7,793
47
Female
5,770
Divorced
2
Bachelor's
Employed
24.829461
Suburban
Premium
0
0
651
3
2022-08-10 15:21:39.155231
Good
Yes
Daily
Condo
814
7,794
62
Male
20,861
Single
4
Bachelor's
null
25.064877
Urban
Basic
1
4
734
7
2022-03-25 15:21:39.107553
Poor
No
Weekly
Condo
1,614
7,795
58
Female
18,074
Divorced
2
PhD
Self-Employed
38.934855
Rural
Comprehensive
null
17
823
2
2024-08-09 15:21:39.134960
Poor
No
Monthly
House
1,791
7,796
60
Female
134,076
Married
1
PhD
null
21.395979
Suburban
Basic
0
6
431
3
2020-12-29 15:21:39.134960
Good
Yes
Weekly
House
769
7,797
19
Male
14,053
Single
4
PhD
Unemployed
7.097834
Urban
Basic
null
6
773
4
2021-04-04 15:21:39.154008
Good
No
Monthly
House
748
7,798
58
Male
null
Divorced
null
Bachelor's
Unemployed
null
Suburban
Basic
3
0
484
1
2022-09-16 15:21:39.155231
Average
No
Monthly
Apartment
561
7,799
57
Female
35,692
Divorced
4
PhD
null
37.017046
Suburban
Premium
0
19
548
7
2023-05-30 15:21:39.145732
Poor
Yes
Daily
Condo
1,136