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
1,171,500
null
Male
1,235
Married
4
Bachelor's
Unemployed
32.088465
Rural
Basic
null
9
731
7
2021-10-16 15:21:39.155231
Average
Yes
Daily
Condo
2,701
1,171,501
23
Female
38,818
Divorced
1
PhD
null
25.811668
Suburban
Comprehensive
null
15
585
2
2023-02-26 15:21:39.179186
Average
Yes
Rarely
Apartment
755
1,171,502
45
Male
5,686
Married
4
PhD
Unemployed
17.173216
Rural
Comprehensive
null
18
386
9
2020-01-29 15:21:39.134960
Poor
Yes
Weekly
Apartment
566
1,171,503
22
Female
44,967
Single
2
Master's
Self-Employed
13.885921
Suburban
Basic
2
1
663
7
2023-05-20 15:21:39.167099
Good
No
Monthly
Condo
1,442
1,171,504
33
Male
43,901
Married
null
PhD
null
31.976238
Rural
Comprehensive
null
15
639
8
2023-02-06 15:21:39.155231
Poor
Yes
Daily
Apartment
471
1,171,505
35
Female
4,522
Single
2
PhD
Employed
29.441169
Rural
Basic
4
9
728
8
2024-01-26 15:21:39.245086
Good
Yes
Monthly
Condo
2,045
1,171,506
28
Female
6,424
Single
3
Master's
Unemployed
20.492111
Suburban
Basic
null
0
372
3
2024-02-02 15:21:39.209847
Average
No
Monthly
Apartment
2,760
1,171,507
39
Female
27,300
Divorced
1
Bachelor's
Employed
21.144589
Suburban
Premium
null
13
467
5
2021-08-14 15:21:39.134960
Average
No
Monthly
House
495
1,171,508
62
Female
50,904
Single
4
Bachelor's
Unemployed
15.66485
Urban
Comprehensive
0
12
383
1
2019-08-24 15:21:39.155231
Good
Yes
Rarely
Apartment
1,240
1,171,509
60
Female
82,360
Married
4
Bachelor's
Self-Employed
20.734704
Urban
Premium
0
10
669
9
2019-09-25 15:21:39.120168
Good
Yes
Weekly
Condo
204
1,171,510
32
Male
7,791
Single
null
PhD
Self-Employed
9.739749
Urban
Basic
null
9
678
3
2021-04-30 15:21:39.134960
Poor
Yes
Rarely
House
533
1,171,511
59
Male
1,435
Divorced
1
High School
Unemployed
null
Urban
Comprehensive
3
16
619
6
2021-09-25 15:21:39.091080
Average
No
Daily
Condo
462
1,171,512
32
Female
49,192
Married
null
High School
Self-Employed
20.454418
Rural
Basic
null
9
361
6
2021-09-13 15:21:39.252145
Good
Yes
Weekly
Condo
967
1,171,513
43
Male
35,358
Single
2
High School
Employed
51.893824
Rural
Comprehensive
1
17
null
4
2022-08-08 15:21:39.219432
Good
Yes
Rarely
Apartment
1,790
1,171,514
35
Male
29,392
Divorced
0
High School
Employed
30.807119
Suburban
Premium
1
0
429
8
2022-04-15 15:21:39.237118
Good
No
Weekly
Apartment
3,874
1,171,515
26
Male
17,077
Single
3
Bachelor's
Employed
24.093716
Urban
Comprehensive
1
12
759
5
2021-02-20 15:21:39.266452
Average
No
Weekly
Condo
25
1,171,516
25
Female
22,712
Married
0
Bachelor's
Self-Employed
19.869701
Suburban
Premium
1
12
762
3
2024-02-06 15:21:39.265513
Good
No
Monthly
House
123
1,171,517
30
Male
39,731
Single
null
Bachelor's
Employed
37.284935
Suburban
Premium
0
7
772
3
2022-09-26 15:21:39.254678
Poor
Yes
Daily
Apartment
685
1,171,518
33
Female
46,824
Married
3
PhD
null
46.527403
Suburban
Comprehensive
1
19
696
2
2023-10-24 15:21:39.166062
Good
No
Rarely
Apartment
55
1,171,519
63
Female
63,137
Married
4
Master's
null
14.168039
Rural
Comprehensive
null
15
753
2
2021-01-19 15:21:39.222387
Poor
No
Monthly
House
113
1,171,520
27
Male
39,151
Single
0
PhD
Self-Employed
17.523611
Suburban
Premium
2
15
756
8
2020-07-22 15:21:39.283783
Poor
Yes
Monthly
Condo
101
1,171,521
56
Male
19,244
Divorced
0
High School
Unemployed
17.441944
Rural
Premium
1
7
311
9
2024-07-30 15:21:39.244069
Poor
No
Monthly
Condo
465
1,171,522
61
Female
20,847
Married
0
High School
Employed
25.151963
Urban
Premium
3
1
404
8
2020-03-22 15:21:39.114118
Average
Yes
Weekly
House
1,022
1,171,523
56
Female
18,259
Single
3
PhD
Employed
37.868487
Suburban
Basic
1
16
640
5
2024-02-03 15:21:39.080440
null
Yes
Weekly
Apartment
627
1,171,524
51
Female
17,073
Divorced
3
Master's
Employed
45.004776
Rural
Comprehensive
null
16
null
9
2021-09-22 15:21:39.134960
Good
Yes
Rarely
Apartment
112
1,171,525
61
Male
5,058
Married
1
Master's
Employed
12.078708
Urban
Basic
1
7
456
1
2019-12-24 15:21:39.129190
Average
Yes
Monthly
Apartment
534
1,171,526
33
Female
12,094
Divorced
3
Master's
Unemployed
35.163689
Urban
Basic
0
18
641
9
2019-12-08 15:21:39.123711
Average
No
Daily
Apartment
881
1,171,527
48
Male
633
Married
4
Bachelor's
Unemployed
15.944436
Suburban
Premium
0
2
null
3
2022-03-11 15:21:39.175719
null
No
Rarely
Apartment
727
1,171,528
43
Male
30,206
Single
2
PhD
null
35.534506
Rural
Comprehensive
4
11
676
4
2020-05-17 15:21:39.228521
Average
Yes
Daily
Apartment
1,013
1,171,529
35
Male
83,538
Divorced
4
PhD
Self-Employed
10.283926
Suburban
Premium
1
5
438
4
2022-01-01 15:21:39.130190
Poor
Yes
Rarely
Condo
2,651
1,171,530
38
Female
38,781
Divorced
0
PhD
Unemployed
22.333031
Rural
Comprehensive
2
5
501
8
2023-08-13 15:21:39.134960
Good
No
Rarely
Condo
1,194
1,171,531
23
Male
4,540
Divorced
3
Bachelor's
Self-Employed
19.068157
Rural
Basic
null
0
342
4
2019-10-17 15:21:39.134960
Average
Yes
Weekly
Apartment
927
1,171,532
56
Male
43,976
Married
4
High School
Self-Employed
19.672685
Rural
Basic
2
4
678
1
2022-01-13 15:21:39.098696
Good
Yes
Daily
Condo
30
1,171,533
34
Female
12,176
Single
4
PhD
Self-Employed
48.694643
Urban
Premium
1
17
null
1
2022-04-11 15:21:39.259788
Poor
No
Weekly
House
977
1,171,534
41
Female
27,950
Married
3
Bachelor's
Self-Employed
12.926205
Rural
Comprehensive
1
3
null
6
2019-11-09 15:21:39.176717
Poor
No
Weekly
Apartment
568
1,171,535
37
Female
16,079
Single
1
High School
Employed
15.716091
Urban
Comprehensive
1
14
495
9
2020-11-24 15:21:39.147735
Good
No
Daily
Condo
536
1,171,536
21
Male
11,287
Married
3
Bachelor's
Unemployed
null
Urban
Premium
null
7
613
7
2022-11-20 15:21:39.257696
null
No
Rarely
Condo
547
1,171,537
35
Female
76,134
Single
1
High School
null
49.764497
Urban
Basic
null
11
null
3
2020-01-18 15:21:39.254678
Good
Yes
Rarely
Apartment
41
1,171,538
58
Female
36,784
Single
2
Bachelor's
Unemployed
34.984101
Suburban
Premium
1
14
518
2
2022-07-02 15:21:39.237118
Average
No
Weekly
House
1,420
1,171,539
24
Female
2,441
Divorced
0
High School
null
26.898828
Urban
Basic
0
8
636
5
2023-04-02 15:21:39.134960
Good
No
Daily
House
75
1,171,540
29
Male
880
Single
4
PhD
Employed
36.14687
Rural
Basic
0
0
803
8
2021-05-02 15:21:39.272456
null
Yes
Daily
Condo
35
1,171,541
54
Male
59,978
Divorced
null
Master's
Self-Employed
35.264057
Urban
Comprehensive
0
1
385
9
2019-09-28 15:21:39.273454
Average
Yes
Weekly
Apartment
101
1,171,542
49
Female
966
Divorced
1
High School
null
9.676313
Urban
Premium
0
4
449
5
2024-08-12 15:21:39.219432
Poor
Yes
Daily
Apartment
596
1,171,543
51
Female
null
Single
null
High School
null
26.818584
Urban
Comprehensive
0
4
402
3
2021-11-29 15:21:39.125660
Average
Yes
Weekly
Condo
3,345
1,171,544
null
Female
116,053
Single
null
Master's
Unemployed
null
Urban
Premium
2
14
null
5
2022-11-27 15:21:39.174719
Poor
No
Monthly
Condo
23
1,171,545
43
Male
81,157
Single
null
Bachelor's
Self-Employed
33.749228
Urban
Premium
2
6
653
2
2024-04-09 15:21:39.281787
Average
Yes
Daily
House
2,433
1,171,546
62
Male
39,726
Single
0
Master's
Unemployed
28.637287
Suburban
Comprehensive
1
5
null
8
2020-03-17 15:21:39.094752
Poor
No
Rarely
Condo
1,090
1,171,547
56
Female
17,140
Married
2
Master's
Self-Employed
34.987074
Urban
Basic
0
5
711
4
2023-08-10 15:21:39.155231
Average
No
Rarely
Condo
1,411
1,171,548
53
Male
469
Married
0
High School
Self-Employed
null
Rural
Premium
null
11
657
8
2022-01-06 15:21:39.155231
Good
No
Daily
House
658
1,171,549
35
Male
44,211
Married
4
Master's
null
24.635865
Rural
Comprehensive
null
6
664
1
2023-09-26 15:21:39.105504
Poor
Yes
Weekly
House
546
1,171,550
49
Male
18,588
Married
0
Bachelor's
null
18.991789
Rural
Premium
null
1
758
1
2022-11-06 15:21:39.221386
Average
No
Rarely
Condo
1,811
1,171,551
60
Male
15,959
Married
4
PhD
Employed
44.033419
Urban
Comprehensive
1
16
null
8
2019-11-02 15:21:39.206847
Poor
Yes
Daily
House
2,296
1,171,552
62
Female
558
Divorced
2
Bachelor's
null
22.854306
Urban
Premium
1
18
null
6
2020-12-16 15:21:39.216387
null
Yes
Weekly
House
656
1,171,553
52
Female
6,495
Married
1
PhD
null
10.822761
Urban
Comprehensive
null
14
840
6
2020-06-04 15:21:39.212862
Average
No
Weekly
House
102
1,171,554
20
Male
17,391
Single
2
High School
Employed
43.090801
Rural
Premium
0
6
653
8
2021-03-29 15:21:39.237118
Poor
No
Daily
Apartment
1,603
1,171,555
52
Female
71,171
Divorced
4
High School
null
33.826586
Urban
Basic
null
9
371
3
2022-05-26 15:21:39.237118
Poor
Yes
Weekly
Condo
1,039
1,171,556
46
Female
39,096
Single
0
Bachelor's
Self-Employed
36.553837
Urban
Comprehensive
0
15
753
7
2022-08-04 15:21:39.237118
Average
Yes
Monthly
Condo
885
1,171,557
35
Male
14,097
Divorced
4
Bachelor's
Employed
null
Rural
Basic
2
5
467
9
2020-05-26 15:21:39.094752
Poor
Yes
Monthly
House
596
1,171,558
25
Male
13,084
Divorced
4
Master's
Self-Employed
18.938256
Suburban
Comprehensive
3
17
844
4
2019-11-05 15:21:39.168099
Good
No
Monthly
House
459
1,171,559
31
Female
20,962
Married
3
High School
Employed
49.819257
Urban
Comprehensive
1
15
506
9
2023-04-28 15:21:39.237118
Good
No
Daily
Condo
1,475
1,171,560
20
Male
44,782
Single
4
High School
Unemployed
14.937186
Suburban
Basic
0
2
705
3
2021-02-16 15:21:39.237118
Good
Yes
Rarely
House
1,729
1,171,561
57
Female
3,315
Married
4
Bachelor's
Unemployed
26.420181
Urban
Premium
1
12
796
5
2022-10-30 15:21:39.105504
Good
Yes
Monthly
Condo
307
1,171,562
54
Female
4,935
Divorced
1
Master's
Self-Employed
21.539165
Rural
Basic
3
7
496
4
2020-10-20 15:21:39.280784
Average
No
Daily
Apartment
1,615
1,171,563
53
Female
9,060
Divorced
0
High School
Unemployed
31.135781
Rural
Comprehensive
0
14
493
9
2023-04-15 15:21:39.181605
Good
No
Daily
Condo
144
1,171,564
41
Male
14,092
Single
3
Bachelor's
null
null
Suburban
Basic
null
10
null
3
2020-09-09 15:21:39.155231
Average
No
Monthly
Apartment
581
1,171,565
61
Male
1,067
Single
0
High School
Unemployed
18.365858
Urban
Comprehensive
1
13
326
6
2023-09-23 15:21:39.093681
Average
No
Monthly
Apartment
1,241
1,171,566
44
Female
4,847
Married
3
High School
null
26.676345
Urban
Basic
0
3
434
2
2023-07-27 15:21:39.155231
Good
No
Monthly
Apartment
901
1,171,567
53
Male
4,989
Single
null
Master's
Unemployed
17.172918
Urban
Basic
null
19
685
8
2024-03-03 15:21:39.134960
Poor
No
Rarely
House
2,837
1,171,568
45
Female
78,747
null
2
Bachelor's
null
null
Suburban
Comprehensive
null
13
564
7
2022-07-27 15:21:39.276901
Good
No
Rarely
Apartment
622
1,171,569
18
Female
21,590
Divorced
2
PhD
Self-Employed
38.590116
Urban
Comprehensive
null
4
645
6
2024-06-23 15:21:39.215386
Poor
Yes
Daily
Apartment
655
1,171,570
34
Female
1,679
Single
0
High School
Unemployed
12.814194
Suburban
Comprehensive
0
11
461
3
2022-01-16 15:21:39.215386
Poor
Yes
Rarely
House
418
1,171,571
46
Female
17,175
Single
null
PhD
null
28.086136
Suburban
Basic
0
18
null
6
2022-07-25 15:21:39.134960
Average
No
Weekly
Apartment
1,158
1,171,572
null
Female
80,922
Married
1
PhD
Unemployed
7.84445
Suburban
Comprehensive
4
9
508
2
2020-09-04 15:21:39.251142
Poor
No
Rarely
Condo
733
1,171,573
40
Male
29,892
Single
2
High School
Unemployed
14.417981
Urban
Premium
0
0
531
7
2024-06-07 15:21:39.230483
Average
Yes
Monthly
House
904
1,171,574
55
Male
3,276
Single
1
Bachelor's
Employed
22.098632
Rural
Premium
4
17
425
1
2019-08-18 15:21:39.222387
Poor
No
Weekly
House
46
1,171,575
28
Female
26,608
Single
3
PhD
Unemployed
9.966633
Rural
Comprehensive
1
4
null
6
2024-04-25 15:21:39.166062
Good
Yes
Weekly
House
150
1,171,576
19
Male
588
Single
2
High School
Unemployed
23.641559
Urban
Comprehensive
2
2
489
5
2020-12-30 15:21:39.105504
Good
No
Rarely
Condo
2,897
1,171,577
42
Female
26,709
Single
3
PhD
Self-Employed
5.993441
Urban
Basic
1
12
486
8
2021-02-06 15:21:39.267454
Poor
No
Rarely
Condo
1,228
1,171,578
58
Female
38,152
Married
4
PhD
null
4.289316
Suburban
Premium
0
5
null
9
2022-10-06 15:21:39.155231
Good
No
Rarely
Apartment
817
1,171,579
33
Male
1,545
Divorced
4
PhD
Employed
24.997631
Urban
Basic
1
12
680
2
2021-10-12 15:21:39.289099
Average
No
Daily
House
2,052
1,171,580
24
Male
28,685
Single
2
Master's
null
5.460627
Urban
Basic
2
1
637
5
2022-03-09 15:21:39.154008
Good
Yes
Daily
House
749
1,171,581
18
Female
102,160
Divorced
0
High School
null
27.966248
Rural
Comprehensive
1
9
null
1
2020-05-24 15:21:39.177724
Poor
No
Monthly
Condo
252
1,171,582
56
Female
20,897
Single
4
PhD
Unemployed
29.076727
Rural
Comprehensive
null
8
542
6
2023-12-06 15:21:39.080184
Good
Yes
Daily
Condo
430
1,171,583
43
Female
2,690
Married
1
High School
Self-Employed
14.257436
Urban
Comprehensive
2
4
603
7
2021-04-20 15:21:39.174719
Average
No
Daily
Apartment
772
1,171,584
18
Female
6,940
Divorced
2
Bachelor's
Self-Employed
26.90729
Urban
Premium
null
17
371
9
2023-08-01 15:21:39.278402
null
Yes
Weekly
Condo
1,037
1,171,585
58
Female
95,579
Single
4
Master's
Unemployed
46.577218
Urban
Comprehensive
1
15
740
4
2023-06-23 15:21:39.124659
Average
No
Daily
Apartment
362
1,171,586
38
Female
2,587
Married
4
High School
null
22.983824
Rural
Comprehensive
2
5
559
4
2023-12-11 15:21:39.155231
Good
Yes
Rarely
House
2,817
1,171,587
40
Female
34,091
Single
1
PhD
null
33.253583
Rural
Premium
0
12
710
5
2023-02-02 15:21:39.226954
Average
Yes
Daily
Apartment
369
1,171,588
43
Female
3,858
Divorced
null
Master's
Self-Employed
12.813784
Urban
Premium
2
15
321
3
2020-12-23 15:21:39.086123
Poor
No
Rarely
Apartment
1,309
1,171,589
24
Female
67,781
Married
4
Bachelor's
Unemployed
26.874239
Rural
Basic
0
19
305
4
2022-11-26 15:21:39.273454
Poor
Yes
Rarely
Condo
1,125
1,171,590
23
Male
18,313
Married
0
High School
null
39.136042
Urban
Comprehensive
null
9
542
2
2020-11-09 15:21:39.285112
Average
Yes
Daily
House
790
1,171,591
25
Female
80,190
Divorced
4
PhD
null
22.752882
Rural
Basic
2
9
447
6
2020-02-27 15:21:39.193945
Average
Yes
Rarely
Apartment
886
1,171,592
36
Male
11,836
Married
2
PhD
Self-Employed
27.17148
Rural
Comprehensive
0
11
635
1
2021-12-07 15:21:39.155231
null
Yes
Rarely
House
150
1,171,593
48
Female
7,966
Divorced
null
Master's
Employed
28.427734
Urban
Premium
2
16
null
6
2021-04-23 15:21:39.084065
Average
No
Daily
Condo
952
1,171,594
54
Female
45,964
Single
1
Bachelor's
null
16.868579
Rural
Premium
2
14
544
3
2024-01-11 15:21:39.271453
Poor
No
Rarely
House
536
1,171,595
29
Male
48,901
Divorced
0
Bachelor's
Employed
42.152973
Rural
Comprehensive
1
18
511
9
2019-09-23 15:21:39.222387
Poor
Yes
Weekly
Condo
2,419
1,171,596
38
Female
null
Divorced
0
Master's
null
21.79053
Suburban
Premium
null
1
827
7
2020-10-27 15:21:39.080440
null
No
Rarely
House
3,128
1,171,597
31
Male
6,814
Divorced
0
High School
null
10.751928
Rural
Basic
0
10
361
7
2019-12-16 15:21:39.226954
Average
Yes
Weekly
Condo
2,882
1,171,598
44
Female
34,502
Divorced
3
High School
Employed
3.82646
Suburban
Basic
3
8
393
9
2020-06-28 15:21:39.188220
Poor
No
Rarely
House
781
1,171,599
59
Male
87,069
Divorced
0
PhD
null
10.049135
Urban
Basic
null
5
451
4
2021-04-28 15:21:39.247098
Good
Yes
Daily
Condo
1,857