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
24,500
36
Female
null
Single
0
Bachelor's
null
34.081564
Urban
Basic
1
11
426
8
2021-01-11 15:21:39.089116
Good
Yes
Weekly
Apartment
581
24,501
34
Male
3,326
Divorced
1
High School
Employed
null
Rural
Premium
0
2
511
2
2019-10-21 15:21:39.191219
Poor
Yes
Rarely
House
1,707
24,502
32
Male
45,900
Married
0
Master's
Self-Employed
28.822184
Suburban
Comprehensive
0
13
513
3
2023-03-04 15:21:39.281787
Good
No
Weekly
House
1,071
24,503
18
Female
106,714
Married
null
Bachelor's
null
42.823114
Urban
Basic
1
16
327
8
2022-03-23 15:21:39.098696
Poor
No
Weekly
House
829
24,504
48
Female
27,895
Single
1
Master's
Self-Employed
21.933135
Urban
Basic
0
15
528
9
2022-04-22 15:21:39.104139
Poor
Yes
Monthly
Apartment
1,053
24,505
60
Female
45,761
Divorced
null
Master's
null
14.724353
Suburban
Premium
2
6
302
4
2021-11-04 15:21:39.092127
Average
No
Rarely
Apartment
3,042
24,506
null
Male
1,233
Married
0
High School
null
26.636458
Rural
Premium
1
3
448
7
2020-03-07 15:21:39.179186
Poor
No
Monthly
House
1,035
24,507
24
Male
10,934
Married
3
Bachelor's
Self-Employed
41.933738
Suburban
Premium
null
13
766
4
2020-12-10 15:21:39.155231
Average
No
Monthly
House
793
24,508
61
Male
107,634
Married
null
Bachelor's
Employed
31.397761
Suburban
Comprehensive
0
5
383
5
2022-03-09 15:21:39.155231
Poor
No
Monthly
Condo
536
24,509
59
Female
9,897
Divorced
4
Master's
null
6.778046
Suburban
Comprehensive
null
10
555
5
2021-10-03 15:21:39.130190
Average
No
Monthly
Apartment
515
24,510
37
Male
18,082
Married
1
PhD
null
33.560637
Urban
Premium
2
1
null
1
2021-10-25 15:21:39.265513
Poor
Yes
Daily
Apartment
1,873
24,511
18
Male
1,426
Divorced
3
Master's
null
33.717239
Urban
Premium
1
8
559
1
2022-11-17 15:21:39.155231
null
No
Daily
House
472
24,512
45
Female
72,955
Married
1
Bachelor's
Employed
38.657537
Suburban
Premium
1
3
352
1
2019-10-30 15:21:39.122134
Poor
Yes
Weekly
Condo
877
24,513
29
Male
38,790
Single
1
Master's
Unemployed
41.680024
Urban
Comprehensive
0
2
584
1
2023-11-14 15:21:39.155231
Good
No
Weekly
House
717
24,514
39
Male
73,976
Divorced
1
High School
Employed
28.358523
Suburban
Comprehensive
null
17
330
9
2020-06-17 15:21:39.265513
Good
Yes
Monthly
House
661
24,515
46
Female
111,654
Divorced
0
Master's
null
12.818179
Rural
Comprehensive
null
4
505
6
2019-12-21 15:21:39.258696
null
No
Rarely
Condo
478
24,516
43
Male
2,113
Divorced
3
High School
Employed
18.587608
Urban
Basic
0
19
410
2
2020-11-06 15:21:39.143708
Poor
No
Monthly
House
2,655
24,517
63
Female
67,261
Divorced
1
Master's
null
24.914288
Rural
Premium
null
17
451
3
2022-08-30 15:21:39.134960
Average
No
Monthly
Condo
25
24,518
30
Female
54,420
Single
null
PhD
Self-Employed
23.265099
Urban
Basic
0
6
391
4
2021-03-08 15:21:39.121169
Good
No
Weekly
Condo
1,733
24,519
55
Female
20,676
Married
1
Bachelor's
Self-Employed
20.352418
Rural
Basic
0
2
786
2
2021-10-17 15:21:39.087123
Good
No
Monthly
Condo
1,773
24,520
19
Male
5,911
Divorced
1
Bachelor's
Employed
27.636376
Urban
Premium
4
0
727
8
2022-06-13 15:21:39.279729
Poor
No
Monthly
House
992
24,521
61
Male
2,369
Divorced
0
Master's
Unemployed
7.722866
Urban
Comprehensive
null
19
null
5
2022-11-03 15:21:39.237118
Average
No
Weekly
House
2,129
24,522
37
Male
2,662
Single
0
PhD
null
7.091397
Rural
Premium
null
0
843
6
2019-11-15 15:21:39.118178
Average
Yes
Weekly
Condo
1,562
24,523
58
Male
10,560
Divorced
1
High School
Unemployed
51.055744
Rural
Premium
2
17
null
1
2022-12-04 15:21:39.280784
Poor
Yes
Daily
Apartment
38
24,524
42
Male
43,884
Divorced
1
High School
Employed
7.547136
Rural
Premium
null
9
558
8
2023-02-01 15:21:39.263607
Poor
Yes
Monthly
House
567
24,525
21
Male
75,155
Married
3
High School
Employed
28.041019
Suburban
Basic
0
12
356
7
2023-06-20 15:21:39.210805
Good
No
Monthly
House
772
24,526
39
Female
null
Single
2
PhD
Self-Employed
49.844304
Suburban
Premium
null
8
470
4
2019-11-14 15:21:39.155231
Average
Yes
Rarely
House
506
24,527
55
Female
141,423
Divorced
2
PhD
null
27.902104
Urban
Basic
3
2
502
9
2022-10-12 15:21:39.237118
Average
Yes
Monthly
Condo
1,216
24,528
28
Female
131,536
Divorced
1
Master's
Employed
8.723109
Urban
Premium
0
4
389
7
2019-11-02 15:21:39.281787
Average
No
Monthly
House
615
24,529
37
Male
null
Divorced
2
Master's
null
31.126683
Rural
Comprehensive
4
13
672
2
2022-05-26 15:21:39.286113
null
Yes
Monthly
House
2,414
24,530
27
Male
5,043
Married
3
Master's
Self-Employed
13.351578
Rural
Comprehensive
1
2
567
3
2024-01-14 15:21:39.155231
Poor
Yes
Weekly
Apartment
964
24,531
33
Male
24,926
Single
1
High School
Unemployed
27.609919
Rural
Comprehensive
2
3
416
6
2023-02-02 15:21:39.134960
Average
No
Rarely
Apartment
548
24,532
null
Male
8,687
Divorced
2
PhD
Employed
32.596912
Suburban
Comprehensive
0
19
552
1
2021-12-09 15:21:39.286113
Average
No
Monthly
Apartment
1,334
24,533
64
Male
5,568
Divorced
4
Bachelor's
null
41.012262
Suburban
Comprehensive
1
3
456
9
2019-12-08 15:21:39.134960
Average
Yes
Rarely
Condo
2,362
24,534
55
Female
28,474
Married
2
PhD
Self-Employed
14.636983
Urban
Comprehensive
0
0
null
3
2021-03-03 15:21:39.151732
Good
No
Rarely
House
2,453
24,535
62
Male
43,756
Divorced
4
High School
null
26.647328
Urban
Premium
0
9
588
2
2020-03-04 15:21:39.155231
Good
No
Weekly
Apartment
74
24,536
44
Female
45,287
Single
0
High School
Unemployed
20.937607
Urban
Premium
0
18
677
7
2024-03-02 15:21:39.183598
Average
Yes
Rarely
Apartment
1,682
24,537
51
Male
1,499
Divorced
2
PhD
Self-Employed
31.935864
Rural
Comprehensive
1
14
829
7
2023-04-30 15:21:39.265513
null
Yes
Monthly
Condo
2,482
24,538
20
Male
8,053
Single
2
Master's
Employed
16.828385
Suburban
Comprehensive
1
14
672
9
2020-09-19 15:21:39.084065
Good
Yes
Monthly
Apartment
614
24,539
55
Female
null
Divorced
4
Bachelor's
Employed
null
Urban
Basic
2
10
725
7
2019-11-15 15:21:39.149731
Poor
Yes
Rarely
Condo
1,216
24,540
63
Male
16,086
Single
1
PhD
Unemployed
39.125076
Rural
Premium
0
6
493
3
2019-11-15 15:21:39.205850
Poor
No
Monthly
House
1,497
24,541
27
Male
42,783
Divorced
3
Bachelor's
null
15.662552
Suburban
Premium
1
0
699
9
2021-09-29 15:21:39.147735
Good
Yes
Rarely
Condo
1,066
24,542
21
Male
33,902
Divorced
0
High School
Self-Employed
34.457914
Rural
Basic
2
1
709
4
2021-02-14 15:21:39.237118
Poor
No
Weekly
Apartment
787
24,543
20
Male
4,907
Married
2
PhD
null
50.29117
Urban
Basic
0
13
463
6
2022-08-23 15:21:39.256696
Average
No
Weekly
Condo
2,656
24,544
52
Male
75,915
Married
3
PhD
Unemployed
11.657778
Rural
Basic
null
1
561
7
2023-02-14 15:21:39.155231
null
Yes
Daily
House
2,044
24,545
56
Female
102,555
Married
0
PhD
Employed
14.164472
Rural
Basic
2
1
521
5
2021-09-19 15:21:39.168099
null
Yes
Rarely
Condo
637
24,546
24
Female
129,947
Married
2
High School
Self-Employed
30.362632
Urban
Comprehensive
null
18
452
5
2023-06-15 15:21:39.271453
Good
No
Rarely
Apartment
91
24,547
62
Male
17,121
Married
2
High School
null
16.158904
Urban
Premium
1
0
313
2
2020-07-19 15:21:39.155231
Average
Yes
Weekly
Apartment
835
24,548
50
Male
8,077
Married
0
High School
Self-Employed
38.542171
Urban
Basic
1
10
720
9
2024-01-19 15:21:39.185215
Average
No
Rarely
Apartment
48
24,549
31
Female
9,850
Single
null
Master's
Unemployed
19.095441
Urban
Basic
0
13
602
7
2022-05-01 15:21:39.176717
Average
Yes
Monthly
House
1,030
24,550
21
Male
28,236
Single
0
High School
Unemployed
35.596832
Rural
Premium
null
7
716
4
2021-04-24 15:21:39.248098
Average
Yes
Monthly
House
2,510
24,551
53
Female
34,451
Single
null
Bachelor's
Employed
9.567012
Rural
Comprehensive
2
3
831
5
2020-08-20 15:21:39.192212
Poor
Yes
Daily
Condo
945
24,552
40
Male
37,485
Single
4
PhD
Self-Employed
44.994164
Suburban
Comprehensive
null
2
520
9
2023-11-21 15:21:39.094752
Poor
No
Monthly
House
1,342
24,553
34
Male
17,087
Single
1
High School
Employed
20.749113
Urban
Basic
1
13
842
8
2024-04-01 15:21:39.204790
Poor
Yes
Rarely
Condo
705
24,554
44
Female
42
Single
1
High School
null
41.9554
Urban
Basic
1
6
498
8
2020-02-23 15:21:39.185215
Good
Yes
Monthly
Apartment
525
24,555
54
Male
6,942
Married
3
High School
Unemployed
29.867182
Suburban
Basic
2
12
null
7
2021-03-30 15:21:39.206847
Average
Yes
Daily
Condo
930
24,556
45
Female
30,497
Divorced
1
High School
null
9.292316
Rural
Comprehensive
0
5
678
9
2022-02-05 15:21:39.251142
Average
No
Weekly
House
1,041
24,557
32
Female
16,154
Single
4
PhD
null
40.491541
Rural
Comprehensive
null
4
410
8
2021-01-15 15:21:39.217387
Poor
No
Weekly
House
916
24,558
46
Male
61,452
Single
4
PhD
Self-Employed
30.797426
Rural
Basic
0
11
546
7
2021-08-09 15:21:39.250151
Average
Yes
Rarely
House
214
24,559
41
Female
25,889
Single
2
Master's
Unemployed
14.157618
Suburban
Comprehensive
0
18
556
2
2024-02-14 15:21:39.210805
Good
No
Daily
Condo
498
24,560
27
Male
10,696
Divorced
3
Master's
null
16.641265
Suburban
Comprehensive
null
0
774
8
2022-03-23 15:21:39.198406
Average
Yes
Monthly
House
1,224
24,561
54
Male
54,188
Divorced
null
Master's
null
27.095674
Urban
Basic
1
15
406
9
2024-01-22 15:21:39.204790
Good
Yes
Weekly
Apartment
122
24,562
28
Male
7,894
Single
2
High School
Self-Employed
21.271329
Rural
Premium
2
0
328
7
2021-07-08 15:21:39.154008
Average
No
Weekly
Condo
671
24,563
51
Male
1,616
Married
0
Bachelor's
Self-Employed
32.326671
Rural
Basic
1
1
444
7
2022-12-14 15:21:39.118178
Average
No
Monthly
Apartment
634
24,564
36
Female
34,294
null
0
High School
Unemployed
4.677592
Urban
Comprehensive
null
14
null
6
2020-01-01 15:21:39.246098
Average
Yes
Weekly
Condo
831
24,565
21
Male
14,054
Single
0
Bachelor's
null
42.858075
Rural
Comprehensive
null
4
776
7
2023-10-14 15:21:39.134960
Average
No
Weekly
Apartment
604
24,566
31
Female
54,849
Married
2
PhD
Unemployed
16.242637
Rural
Comprehensive
1
4
null
8
2019-11-18 15:21:39.155231
null
No
Daily
House
2,856
24,567
27
Female
null
Divorced
3
Master's
null
33.244988
Suburban
Premium
0
9
410
5
2023-08-21 15:21:39.237118
Poor
No
Weekly
Apartment
2,073
24,568
59
Male
2,369
Divorced
null
Master's
null
19.734359
Urban
Comprehensive
null
7
538
2
2023-10-22 15:21:39.167099
Average
Yes
Monthly
Apartment
36
24,569
21
Male
7,087
Divorced
4
Master's
Employed
24.425327
Rural
Premium
null
15
468
1
2023-05-03 15:21:39.108562
Poor
No
Weekly
House
919
24,570
51
Female
35,747
Married
3
PhD
null
15.735336
Rural
Basic
2
6
413
1
2023-04-29 15:21:39.267454
Poor
No
Daily
House
514
24,571
30
Male
2,714
Divorced
1
PhD
null
28.880062
Urban
Basic
3
17
null
5
2022-08-08 15:21:39.134960
Poor
No
Weekly
Apartment
518
24,572
48
Female
1,316
Divorced
2
PhD
Unemployed
15.955403
Suburban
Basic
1
8
676
2
2020-05-30 15:21:39.281787
Good
Yes
Daily
House
20
24,573
54
Female
40,552
Married
0
Bachelor's
Self-Employed
2.134636
Rural
Comprehensive
0
8
405
2
2021-07-09 15:21:39.187211
Good
Yes
Rarely
Condo
436
24,574
40
Female
null
Married
0
High School
Employed
35.053426
Suburban
Premium
1
16
453
1
2023-11-13 15:21:39.121169
Average
No
Daily
Apartment
381
24,575
34
Female
4,028
Married
null
Bachelor's
null
44.493953
Urban
Comprehensive
1
2
496
8
2024-02-17 15:21:39.106582
Average
No
Monthly
House
2,475
24,576
30
Male
25,880
Married
4
High School
null
11.988347
Urban
Basic
null
10
835
9
2019-11-01 15:21:39.264504
Good
No
Weekly
Condo
1,067
24,577
39
Female
81,457
Divorced
4
Bachelor's
Employed
12.456686
Suburban
Premium
0
10
589
4
2024-01-17 15:21:39.152732
Average
No
Weekly
House
417
24,578
53
Male
3,362
Single
2
PhD
Self-Employed
4.09611
Suburban
Basic
null
13
378
1
2024-03-20 15:21:39.225916
Poor
Yes
Monthly
Apartment
775
24,579
41
Male
43,465
Divorced
3
High School
null
28.698939
Suburban
Comprehensive
null
3
638
3
2024-03-08 15:21:39.155231
Poor
No
Weekly
House
1,136
24,580
60
Male
7,564
Divorced
0
Master's
Unemployed
33.448033
Suburban
Basic
1
17
653
2
2019-12-21 15:21:39.111551
Average
Yes
Weekly
Condo
472
24,581
28
Male
16,076
Married
1
Master's
Self-Employed
20.838721
Urban
Comprehensive
null
14
684
4
2023-01-19 15:21:39.170099
Poor
Yes
Monthly
Apartment
918
24,582
43
Female
32,713
Divorced
3
PhD
Self-Employed
45.42675
Suburban
Comprehensive
2
12
809
2
2023-01-28 15:21:39.237118
Poor
Yes
Rarely
House
1,237
24,583
21
Female
18,095
Single
3
Master's
null
17.67877
Urban
Comprehensive
1
2
718
8
2024-05-19 15:21:39.094752
Poor
No
Weekly
House
593
24,584
54
Male
7,053
Single
1
High School
Employed
6.974158
Rural
Basic
null
11
849
7
2021-07-23 15:21:39.086123
Good
No
Weekly
House
431
24,585
31
Male
12,056
Married
null
Master's
Unemployed
22.039168
Rural
Comprehensive
null
0
567
6
2024-03-12 15:21:39.261856
null
Yes
Daily
Apartment
1,309
24,586
40
Female
79,878
Divorced
2
Master's
Unemployed
50.979762
Suburban
Premium
0
15
334
9
2021-10-07 15:21:39.252145
Average
No
Monthly
Condo
39
24,587
60
Female
31,296
Married
4
High School
null
17.173574
Urban
Premium
null
0
717
3
2022-08-28 15:21:39.124659
null
No
Monthly
House
879
24,588
25
Male
4,869
Single
null
Bachelor's
null
39.029047
Suburban
Basic
1
10
326
9
2023-05-23 15:21:39.237118
Good
No
Weekly
House
742
24,589
26
Female
43,838
Married
2
High School
Self-Employed
30.497847
Rural
Basic
2
1
569
3
2023-07-16 15:21:39.244069
Average
No
Rarely
Apartment
1,388
24,590
56
Male
null
Divorced
4
Bachelor's
Self-Employed
51.495957
Suburban
Premium
1
3
636
7
2024-03-31 15:21:39.219432
Poor
Yes
Monthly
Condo
881
24,591
31
Male
6,091
Divorced
0
Bachelor's
Unemployed
24.976257
Suburban
Basic
1
19
693
6
2021-11-09 15:21:39.155231
Good
No
Daily
Condo
597
24,592
46
Male
817
Divorced
4
PhD
null
34.84731
Rural
Basic
2
9
null
2
2023-07-01 15:21:39.155231
Average
No
Rarely
Apartment
1,436
24,593
38
Male
1,077
Divorced
1
Bachelor's
Unemployed
15.699832
Urban
Comprehensive
1
12
551
1
2019-09-20 15:21:39.097737
Average
No
Weekly
Condo
471
24,594
44
Female
44,607
Single
0
Bachelor's
Employed
7.272916
Suburban
Basic
0
14
null
1
2023-12-26 15:21:39.228521
Poor
Yes
Daily
Apartment
1,585
24,595
46
Male
18,069
Single
1
Bachelor's
Self-Employed
51.247932
Rural
Comprehensive
0
4
null
3
2020-05-27 15:21:39.192212
Average
No
Weekly
Condo
1,680
24,596
24
Male
32,239
Married
null
Bachelor's
Employed
16.096048
Rural
Premium
null
8
837
5
2024-07-03 15:21:39.101733
Poor
No
Monthly
Apartment
1,675
24,597
28
Female
11,974
Divorced
0
Master's
Unemployed
22.590915
Suburban
Premium
0
3
825
9
2020-04-20 15:21:39.105504
Poor
No
Daily
Condo
1,035
24,598
53
Female
24,226
Divorced
1
PhD
Employed
43.81349
Suburban
Premium
1
11
728
3
2020-02-19 15:21:39.084065
Poor
Yes
Rarely
Condo
561
24,599
18
Male
959
Married
0
PhD
Employed
20.83665
Rural
Premium
3
12
766
4
2021-12-03 15:21:39.155231
Average
No
Monthly
House
1,371