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
51,500
36
Female
4,928
Single
1
Master's
Self-Employed
13.939322
Rural
Premium
4
9
586
4
2020-10-06 15:21:39.209847
Good
Yes
Monthly
Condo
491
51,501
61
Male
1,048
Married
4
Master's
null
48.737375
Urban
Comprehensive
0
2
745
9
2021-12-26 15:21:39.171102
Poor
Yes
Weekly
House
2,271
51,502
45
Male
100,946
Divorced
4
Master's
Self-Employed
6.674635
Suburban
Premium
null
1
366
3
2019-12-10 15:21:39.289099
Poor
Yes
Rarely
Apartment
1,842
51,503
25
Female
29,098
Married
2
PhD
Employed
52.951086
Urban
Basic
null
4
609
5
2021-12-17 15:21:39.220389
Good
Yes
Weekly
House
1,224
51,504
59
Male
28,650
Married
2
Master's
Self-Employed
46.351626
Suburban
Premium
0
8
661
8
2020-08-29 15:21:39.237118
Poor
Yes
Weekly
House
1,109
51,505
55
Male
6,841
Divorced
2
High School
null
27.897352
Suburban
Premium
0
13
837
4
2022-12-05 15:21:39.111551
Poor
Yes
Monthly
House
903
51,506
24
Male
24,249
Single
2
High School
null
21.907688
Suburban
Premium
1
12
738
4
2022-02-23 15:21:39.259788
Poor
No
Weekly
House
28
51,507
55
Female
9,262
Divorced
4
Bachelor's
Employed
11.652678
Suburban
Basic
null
4
730
1
2020-04-10 15:21:39.155231
Poor
No
Weekly
Condo
894
51,508
59
Male
53,491
Divorced
2
High School
Unemployed
8.553668
Suburban
Premium
2
15
714
4
2020-08-09 15:21:39.134960
Poor
No
Rarely
Apartment
34
51,509
64
Male
38,372
Single
2
Master's
null
null
Urban
Basic
0
19
null
3
2020-06-29 15:21:39.274993
Good
Yes
Monthly
Condo
639
51,510
55
Male
44,770
Married
4
High School
Unemployed
null
Rural
Premium
3
14
506
2
2022-09-25 15:21:39.175719
Poor
No
Daily
Condo
2,446
51,511
55
Female
2,474
Divorced
2
Master's
Employed
24.230117
Suburban
Basic
2
12
495
4
2020-06-29 15:21:39.237118
Average
No
Rarely
Condo
745
51,512
30
Female
2,592
Married
3
Bachelor's
Unemployed
20.848633
Suburban
Premium
null
0
463
6
2023-08-30 15:21:39.167099
Average
Yes
Weekly
Condo
483
51,513
59
Female
26,138
Married
1
PhD
Unemployed
9.617434
Rural
Premium
0
5
849
6
2019-10-05 15:21:39.149731
Average
No
Rarely
Condo
42
51,514
22
Male
1,094
Married
3
Master's
null
30.89534
Suburban
Basic
1
1
578
5
2023-04-29 15:21:39.155231
Average
Yes
Rarely
Apartment
1,927
51,515
58
Female
67,555
Single
1
High School
null
9.847252
Rural
Basic
null
6
442
2
2020-10-19 15:21:39.245086
Poor
Yes
Rarely
House
2,236
51,516
63
Female
92,645
null
3
PhD
Employed
38.990017
Suburban
Premium
null
14
586
5
2024-06-15 15:21:39.194829
null
No
Rarely
Apartment
1,045
51,517
34
Female
20,377
Single
0
High School
Self-Employed
32.896442
Rural
Basic
1
5
null
2
2023-12-09 15:21:39.192212
Poor
No
Daily
Condo
1,569
51,518
36
Male
6,913
Single
2
Master's
Unemployed
27.539608
Rural
Premium
2
14
467
3
2021-08-03 15:21:39.166062
Poor
Yes
Monthly
Condo
1,679
51,519
36
Male
16,472
Married
0
Master's
Self-Employed
26.930935
Rural
Premium
0
2
707
3
2020-06-27 15:21:39.081504
Poor
No
Weekly
Condo
621
51,520
18
Male
106,893
Divorced
0
PhD
Unemployed
50.086433
Rural
Basic
null
11
551
9
2023-03-28 15:21:39.155231
Average
No
Monthly
House
177
51,521
59
Female
44,922
Single
1
Bachelor's
null
29.938657
Suburban
Comprehensive
1
19
591
1
2019-08-27 15:21:39.237118
Poor
Yes
Rarely
Apartment
472
51,522
54
Female
42,846
Married
4
PhD
null
40.990057
Rural
Basic
1
6
541
9
2020-09-22 15:21:39.147735
Good
No
Daily
Condo
328
51,523
36
Female
74,463
Divorced
4
PhD
Unemployed
null
Suburban
Basic
0
3
683
4
2022-10-19 15:21:39.219432
Average
No
Rarely
Condo
2,355
51,524
62
Female
21,132
Single
0
Bachelor's
null
49.827221
Suburban
Basic
2
19
818
8
2023-06-18 15:21:39.103737
Good
No
Rarely
Condo
635
51,525
23
Female
23,593
Married
1
High School
Unemployed
13.087379
Suburban
Basic
0
6
662
1
2020-07-30 15:21:39.134960
Good
No
Monthly
Apartment
823
51,526
46
Female
80,574
Single
2
PhD
Employed
28.366345
Urban
Comprehensive
2
17
713
5
2022-02-01 15:21:39.152732
Poor
Yes
Rarely
Condo
268
51,527
37
Female
31,008
Divorced
null
PhD
Unemployed
10.285884
Suburban
Comprehensive
null
12
688
4
2024-07-07 15:21:39.224915
Good
No
Rarely
Condo
2,058
51,528
33
Male
44,091
Single
1
Master's
Self-Employed
30.904212
Suburban
Premium
0
1
709
4
2024-05-24 15:21:39.155231
Average
No
Weekly
Condo
654
51,529
61
Male
32,448
Divorced
2
Master's
Employed
17.879679
Rural
Basic
0
8
436
1
2020-08-17 15:21:39.226954
Poor
No
Monthly
Apartment
1,486
51,530
32
Female
9,071
Divorced
2
High School
null
39.547505
Rural
Basic
null
19
623
3
2020-12-11 15:21:39.097737
Good
Yes
Rarely
Condo
1,653
51,531
54
Male
5,534
Divorced
2
Bachelor's
Employed
20.723662
Rural
Comprehensive
2
1
761
5
2022-08-17 15:21:39.285112
Average
Yes
Weekly
Apartment
898
51,532
49
Male
30,358
Married
null
Bachelor's
Unemployed
6.292985
Suburban
Premium
null
1
454
9
2023-04-04 15:21:39.155231
Good
No
Weekly
House
593
51,533
31
Male
null
Single
4
Bachelor's
Self-Employed
45.366914
Urban
Basic
1
4
383
4
2019-10-07 15:21:39.116179
Poor
No
Weekly
House
127
51,534
21
Female
29,093
Married
0
PhD
Employed
11.795604
Suburban
Basic
null
14
null
7
2024-01-24 15:21:39.187211
Average
Yes
Daily
Condo
964
51,535
28
Female
496
Divorced
2
Bachelor's
null
null
Suburban
Basic
null
8
null
2
2023-07-25 15:21:39.134960
Average
No
Daily
House
391
51,536
57
Female
2,058
Single
4
High School
Employed
21.598741
Rural
Comprehensive
0
13
508
9
2024-06-05 15:21:39.096739
Good
Yes
Daily
House
1,423
51,537
24
Female
1,377
Divorced
0
Master's
Employed
null
Urban
Premium
null
11
null
6
2021-12-21 15:21:39.226954
Poor
Yes
Daily
Condo
649
51,538
34
Female
68,731
Married
4
Master's
Unemployed
null
Rural
Basic
0
15
null
9
2021-05-13 15:21:39.091080
Good
Yes
Monthly
Condo
101
51,539
59
Female
41,603
Single
0
Master's
Self-Employed
19.355319
Urban
Comprehensive
null
4
772
4
2020-10-31 15:21:39.177724
Poor
Yes
Rarely
Apartment
1,616
51,540
21
Male
43,101
Married
0
Master's
Employed
null
Urban
Comprehensive
4
2
381
8
2022-11-04 15:21:39.237118
Good
No
Weekly
Condo
459
51,541
32
Male
17,107
Married
0
Bachelor's
null
41.097505
Urban
Comprehensive
null
1
586
1
2020-08-22 15:21:39.187211
Good
Yes
Daily
House
551
51,542
58
Male
4,715
Married
2
PhD
Employed
12.984688
Suburban
Comprehensive
null
6
null
9
2021-05-15 15:21:39.237118
null
Yes
Weekly
House
830
51,543
30
Female
6,906
Divorced
4
High School
Unemployed
24.890453
Suburban
Premium
null
3
576
8
2020-09-18 15:21:39.192212
Average
No
Daily
Condo
539
51,544
53
Male
7,148
Married
0
High School
Unemployed
34.827145
Urban
Basic
null
3
759
8
2020-06-24 15:21:39.264504
Poor
No
Weekly
Condo
249
51,545
52
Female
46,630
Single
0
Master's
Self-Employed
28.739888
Urban
Comprehensive
null
6
341
1
2023-10-13 15:21:39.230483
null
No
Daily
Apartment
575
51,546
21
Female
133,815
Divorced
2
Bachelor's
Employed
25.278934
Rural
Comprehensive
1
0
839
2
2019-12-21 15:21:39.276901
Good
Yes
Weekly
House
3,160
51,547
null
Male
135,815
Married
2
Master's
null
42.412037
Suburban
Premium
0
12
397
3
2022-12-10 15:21:39.194829
Average
Yes
Monthly
Apartment
1,653
51,548
57
Female
5,725
Divorced
4
PhD
Employed
28.365796
Suburban
Premium
null
17
844
2
2019-11-15 15:21:39.187211
Poor
No
Monthly
House
538
51,549
35
Female
20,641
Divorced
1
PhD
Self-Employed
30.355083
Rural
Premium
1
9
644
2
2022-11-12 15:21:39.155231
Average
Yes
Weekly
Apartment
943
51,550
53
Male
5,725
Single
null
Master's
Self-Employed
16.94681
Urban
Premium
2
9
741
7
2024-07-07 15:21:39.096739
Average
No
Rarely
Condo
1,639
51,551
53
Female
2,470
Single
1
High School
Self-Employed
40.817651
Suburban
Premium
1
9
439
2
2021-06-18 15:21:39.149731
Average
No
Monthly
Condo
531
51,552
60
Female
6,991
Single
1
High School
Employed
13.189027
Suburban
Premium
1
14
null
4
2022-08-30 15:21:39.237118
null
No
Weekly
Condo
1,839
51,553
18
Female
47,645
Divorced
3
Master's
Employed
11.493757
Suburban
Comprehensive
null
14
497
5
2019-12-09 15:21:39.131192
Average
Yes
Rarely
Condo
26
51,554
25
Female
6,435
Divorced
2
Bachelor's
Employed
41.426822
Urban
Comprehensive
0
1
470
3
2024-01-14 15:21:39.215386
Average
No
Weekly
Apartment
664
51,555
39
Female
null
Single
2
Bachelor's
Self-Employed
16.172851
Rural
Basic
1
19
695
7
2020-08-16 15:21:39.223901
Good
Yes
Rarely
Apartment
159
51,556
22
Male
1,776
Single
4
High School
null
50.649876
Urban
Premium
1
5
341
8
2020-05-30 15:21:39.082499
Poor
Yes
Monthly
Apartment
48
51,557
25
Female
10,183
Single
1
Bachelor's
null
23.148719
Rural
Comprehensive
null
18
826
6
2022-05-03 15:21:39.181605
Poor
Yes
Rarely
Apartment
694
51,558
20
Male
20,365
Married
2
Bachelor's
Unemployed
30.898422
Rural
Premium
2
1
704
4
2021-06-27 15:21:39.288099
Average
Yes
Monthly
Apartment
1,970
51,559
60
Male
57,354
Single
1
Bachelor's
null
25.876156
Rural
Basic
2
0
410
6
2022-08-25 15:21:39.186212
Average
Yes
Monthly
House
971
51,560
40
Male
30,380
Single
4
High School
Self-Employed
40.634939
Rural
Comprehensive
1
0
394
9
2021-08-14 15:21:39.166062
Average
No
Weekly
House
446
51,561
null
Female
39,326
Divorced
4
PhD
Unemployed
15.798781
Rural
Basic
0
8
550
5
2021-07-29 15:21:39.288099
Poor
No
Weekly
Apartment
261
51,562
56
Female
23,429
Divorced
1
High School
Unemployed
6.285735
Rural
Basic
2
7
735
3
2019-11-11 15:21:39.261856
Poor
No
Monthly
Condo
2,054
51,563
55
Male
91,034
Divorced
0
Master's
null
null
Urban
Basic
0
8
711
1
2023-08-13 15:21:39.134960
null
Yes
Daily
Apartment
566
51,564
50
Male
76,862
Married
3
PhD
null
36.918822
Rural
Comprehensive
1
3
620
8
2024-05-05 15:21:39.095696
Good
No
Daily
House
212
51,565
30
Male
35,985
Married
4
Master's
Unemployed
14.7393
Rural
Comprehensive
0
6
785
7
2020-09-06 15:21:39.144722
Average
Yes
Rarely
House
1,768
51,566
24
Female
30,372
Single
1
Master's
Self-Employed
14.776204
Urban
Premium
3
15
421
8
2022-09-06 15:21:39.172097
Average
No
Rarely
House
1,333
51,567
22
Female
53,822
Single
0
PhD
Unemployed
29.689076
Rural
Premium
2
1
381
2
2024-04-15 15:21:39.114118
Poor
No
Monthly
House
1,066
51,568
21
Female
86,889
Married
2
PhD
Employed
11.724582
Suburban
Basic
null
14
565
9
2021-10-09 15:21:39.098696
Poor
Yes
Daily
Condo
203
51,569
64
Female
29,861
Single
3
Bachelor's
Unemployed
16.010563
Urban
Premium
null
17
722
8
2020-01-03 15:21:39.144722
Good
Yes
Daily
House
1,438
51,570
63
Female
123,616
Single
2
Master's
Employed
26.946367
Urban
Basic
2
2
834
4
2022-12-24 15:21:39.134960
Good
No
Rarely
Apartment
2,268
51,571
54
Male
1,877
Divorced
0
Bachelor's
Self-Employed
15.938009
Suburban
Premium
null
1
707
6
2024-05-22 15:21:39.167099
Poor
Yes
Weekly
House
2,721
51,572
60
Male
6,988
Divorced
3
PhD
null
16.635846
Urban
Comprehensive
null
6
566
4
2021-06-22 15:21:39.155231
Poor
Yes
Rarely
House
1,011
51,573
null
Male
41,265
Divorced
1
High School
Employed
6.799713
Rural
Premium
3
10
575
1
2023-11-24 15:21:39.094752
Poor
No
Rarely
Apartment
1,044
51,574
37
Male
65,840
Single
3
High School
Self-Employed
10.81463
Rural
Premium
null
3
464
1
2020-06-17 15:21:39.259788
Poor
Yes
Daily
Condo
2,771
51,575
61
Female
4,821
Married
2
High School
null
11.064295
Urban
Premium
0
19
467
2
2023-12-02 15:21:39.085129
null
No
Weekly
House
101
51,576
40
Female
null
Married
3
High School
Employed
25.442593
Urban
Basic
2
14
404
2
2023-04-23 15:21:39.110557
Poor
Yes
Monthly
Apartment
803
51,577
46
Female
6,564
Married
4
Bachelor's
Unemployed
40.094007
Suburban
Comprehensive
0
14
397
2
2021-03-05 15:21:39.211806
Poor
Yes
Rarely
House
1,544
51,578
32
Male
21,242
Single
1
Bachelor's
Employed
29.812955
Urban
Basic
0
15
398
9
2024-01-15 15:21:39.254678
Good
No
Rarely
Condo
846
51,579
37
Male
8,384
Divorced
0
High School
Employed
6.594599
Urban
Premium
1
0
651
7
2022-07-06 15:21:39.155231
Good
Yes
Weekly
Apartment
1,203
51,580
21
Male
30,166
Single
0
High School
null
14.556091
Suburban
Comprehensive
null
11
599
4
2020-12-23 15:21:39.092127
Poor
Yes
Weekly
House
83
51,581
38
Male
19,098
Single
4
PhD
null
16.416917
Suburban
Premium
null
18
488
5
2022-09-17 15:21:39.155231
Good
No
Rarely
Condo
1,011
51,582
21
Male
2,838
Single
4
PhD
Self-Employed
13.092098
Suburban
Basic
3
15
819
9
2022-08-01 15:21:39.237118
Good
No
Rarely
Condo
1,790
51,583
55
Female
109,821
Single
1
High School
null
52.020093
Suburban
Basic
null
18
null
9
2020-05-22 15:21:39.081504
Good
No
Daily
House
2,355
51,584
62
Male
71,703
null
null
PhD
Employed
50.181337
Rural
Basic
1
4
479
9
2021-01-09 15:21:39.092127
Good
Yes
Rarely
House
1,059
51,585
43
Male
null
Single
null
High School
Self-Employed
44.364022
Rural
Comprehensive
null
2
447
1
2021-07-08 15:21:39.132191
Poor
Yes
Rarely
Condo
24
51,586
58
Male
20,984
Divorced
0
High School
null
41.176055
Suburban
Premium
null
18
761
2
2024-01-03 15:21:39.107553
Poor
No
Daily
House
1,484
51,587
22
Female
18,262
Single
2
PhD
Unemployed
30.917193
Suburban
Basic
null
2
607
5
2023-04-12 15:21:39.106582
Average
No
Weekly
Apartment
704
51,588
24
Female
13,766
Single
3
Master's
null
33.663824
Suburban
Basic
null
4
694
7
2020-04-17 15:21:39.120168
Poor
Yes
Monthly
House
336
51,589
63
Female
6,095
Single
4
Master's
Employed
40.681708
Rural
Premium
null
11
766
5
2024-02-12 15:21:39.256696
Average
Yes
Rarely
House
677
51,590
58
Male
71,025
Divorced
0
Master's
null
4.424866
Suburban
Comprehensive
2
7
636
1
2023-11-02 15:21:39.212862
Average
No
Daily
Apartment
2,671
51,591
23
Male
471
Married
1
High School
Employed
36.098251
Suburban
Basic
2
2
737
4
2020-02-24 15:21:39.173834
Average
Yes
Weekly
Apartment
26
51,592
41
Male
1,345
Divorced
2
PhD
null
18.143049
Rural
Basic
1
1
594
1
2022-05-29 15:21:39.134960
Average
Yes
Daily
House
2,271
51,593
42
Male
69,982
Single
0
Bachelor's
Self-Employed
7.362078
Rural
Comprehensive
2
7
447
8
2020-04-24 15:21:39.192212
Average
No
Monthly
Condo
2,660
51,594
64
Female
11,513
Divorced
4
Bachelor's
Unemployed
19.442785
Rural
Premium
null
10
807
9
2023-08-12 15:21:39.279729
Average
Yes
Weekly
Condo
29
51,595
60
Female
73,831
Single
1
High School
Self-Employed
28.051539
Rural
Premium
3
6
432
1
2023-11-27 15:21:39.283783
Average
Yes
Daily
House
1,669
51,596
47
Female
142,379
Single
0
Master's
Self-Employed
14.59145
Urban
Premium
2
8
456
7
2020-11-02 15:21:39.122134
null
Yes
Rarely
Apartment
1,704
51,597
51
Female
44,940
Divorced
4
High School
null
45.044461
Suburban
Premium
2
11
708
7
2020-08-01 15:21:39.187211
Poor
Yes
Weekly
Apartment
531
51,598
23
Female
44,604
Divorced
2
PhD
Self-Employed
30.245211
Suburban
Basic
null
6
737
8
2022-07-30 15:21:39.237118
Poor
No
Weekly
Apartment
2,745
51,599
45
Male
20,780
Single
null
Bachelor's
Employed
5.001817
Suburban
Comprehensive
null
3
316
7
2019-08-17 15:21:39.115178
Poor
No
Weekly
Apartment
811