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
1,178,500
35
Male
48,678
Married
2
High School
null
25.919208
Rural
Premium
0
1
825
9
2022-08-25 15:21:39.124659
Poor
Yes
Weekly
House
184
1,178,501
43
Male
46,860
Single
null
PhD
Unemployed
36.85982
Suburban
Comprehensive
2
5
418
6
2020-11-21 15:21:39.288099
null
Yes
Monthly
House
2,622
1,178,502
20
Male
9,069
Married
1
PhD
null
18.233747
Urban
Basic
null
0
846
8
2020-08-27 15:21:39.151732
Average
No
Monthly
House
72
1,178,503
57
Male
4,533
Married
null
High School
Employed
40.939297
Suburban
Comprehensive
null
12
438
6
2024-01-05 15:21:39.259788
Average
Yes
Rarely
House
2,197
1,178,504
41
Male
1,320
Divorced
null
Bachelor's
null
22.481478
Rural
Comprehensive
null
13
761
3
2019-12-14 15:21:39.155231
Average
No
Weekly
House
2,471
1,178,505
63
Male
37,652
Divorced
0
PhD
Unemployed
41.937186
Rural
Comprehensive
1
10
588
6
2022-11-18 15:21:39.093681
Good
No
Monthly
Apartment
2,451
1,178,506
29
Female
38,982
Divorced
4
Bachelor's
Unemployed
15.719526
Suburban
Premium
1
0
807
6
2020-10-11 15:21:39.134960
Average
No
Daily
Condo
524
1,178,507
41
Male
null
Married
null
PhD
Unemployed
15.586766
Urban
Basic
0
15
329
1
2019-12-06 15:21:39.112553
null
Yes
Rarely
House
708
1,178,508
45
Male
34,626
Single
1
PhD
Employed
42.816587
Rural
Comprehensive
0
3
484
7
2021-05-09 15:21:39.188220
Good
No
Weekly
House
1,477
1,178,509
23
Male
59,904
Married
4
Master's
Self-Employed
19.723122
Rural
Comprehensive
null
10
415
6
2023-03-13 15:21:39.155231
Good
No
Daily
House
234
1,178,510
26
Female
4,462
Married
4
Master's
Employed
17.059936
Rural
Comprehensive
0
1
null
9
2022-04-21 15:21:39.144722
Good
Yes
Weekly
Apartment
219
1,178,511
46
Male
107,841
Married
4
Master's
Unemployed
44.717378
Urban
Basic
2
17
453
9
2024-05-13 15:21:39.263607
null
Yes
Rarely
Condo
815
1,178,512
51
Female
1,428
Married
3
PhD
Employed
33.826596
Suburban
Basic
null
17
412
7
2020-03-08 15:21:39.155231
Poor
No
Monthly
House
29
1,178,513
63
Female
360
Divorced
null
PhD
Unemployed
13.794478
Suburban
Premium
0
16
null
1
2020-08-03 15:21:39.185215
Good
No
Daily
House
607
1,178,514
40
Male
41,757
Single
2
PhD
Employed
39.569866
Urban
Premium
0
9
792
7
2020-08-02 15:21:39.201446
Poor
Yes
Daily
House
588
1,178,515
62
Male
69,994
Divorced
4
PhD
Unemployed
14.913832
Urban
Comprehensive
0
6
370
6
2024-03-22 15:21:39.173661
Good
Yes
Rarely
Apartment
642
1,178,516
43
Female
2,742
Single
2
PhD
Unemployed
44.785591
Urban
Basic
null
8
449
2
2023-03-19 15:21:39.224915
Good
No
Monthly
Apartment
802
1,178,517
36
Female
10,137
Single
0
Bachelor's
null
15.051305
Suburban
Premium
null
13
692
9
2023-03-21 15:21:39.134960
Poor
Yes
Rarely
Condo
29
1,178,518
39
Male
24,956
Divorced
2
Master's
null
13.856648
Suburban
Comprehensive
2
9
369
8
2023-07-21 15:21:39.233998
null
Yes
Daily
Apartment
838
1,178,519
49
Female
3,929
Divorced
1
High School
Employed
19.874229
Rural
Comprehensive
null
14
596
7
2023-01-28 15:21:39.279729
Poor
No
Daily
Apartment
2,085
1,178,520
54
Male
48,949
Divorced
null
Master's
null
16.677096
Urban
Comprehensive
2
12
437
3
2024-06-20 15:21:39.150730
Poor
No
Monthly
Condo
1,253
1,178,521
39
Male
15,862
Married
1
PhD
Self-Employed
11.737292
Urban
Premium
0
18
321
7
2022-02-18 15:21:39.082499
Poor
Yes
Weekly
House
875
1,178,522
32
Female
11,908
Single
null
Master's
null
10.222053
Urban
Basic
null
1
695
4
2023-10-31 15:21:39.155231
Average
Yes
Weekly
Condo
735
1,178,523
40
Male
3,378
Married
0
High School
null
13.843224
Suburban
Basic
3
17
303
7
2022-05-10 15:21:39.221386
Good
No
Weekly
Condo
488
1,178,524
45
Female
27,984
Married
1
PhD
Unemployed
29.238034
Suburban
Premium
0
2
null
1
2020-06-21 15:21:39.133866
Poor
Yes
Rarely
Apartment
3,290
1,178,525
27
Male
29,003
Single
1
PhD
Self-Employed
25.567399
Suburban
Comprehensive
2
17
672
8
2022-02-24 15:21:39.228521
Average
Yes
Monthly
Apartment
1,542
1,178,526
46
Male
6,531
Divorced
3
Master's
null
23.556538
Rural
Comprehensive
0
1
748
7
2019-12-06 15:21:39.235012
Poor
No
Weekly
Apartment
381
1,178,527
27
Female
38,981
Married
4
PhD
Unemployed
18.296863
Urban
Comprehensive
0
2
809
6
2021-12-08 15:21:39.165120
Poor
Yes
Rarely
Apartment
1,336
1,178,528
52
Male
6,862
Single
3
Bachelor's
Self-Employed
39.165529
Urban
Comprehensive
null
15
707
7
2020-02-06 15:21:39.090124
Good
Yes
Monthly
Apartment
1,317
1,178,529
22
Female
1,888
Married
3
High School
Employed
3.871806
Suburban
Premium
null
17
639
8
2023-05-15 15:21:39.170099
Poor
No
Daily
House
55
1,178,530
42
Female
29,368
Divorced
null
PhD
Employed
49.828006
Rural
Premium
0
17
393
5
2023-02-09 15:21:39.128286
Average
Yes
Rarely
Apartment
781
1,178,531
21
Male
27,499
Divorced
1
High School
Self-Employed
12.130051
Rural
Premium
1
14
449
6
2021-12-26 15:21:39.165120
Average
No
Rarely
House
715
1,178,532
44
Female
36,020
Single
1
PhD
Self-Employed
46.944697
Suburban
Basic
1
5
506
6
2022-09-18 15:21:39.176717
Good
No
Rarely
Condo
440
1,178,533
57
Male
6,819
Married
1
Master's
Self-Employed
27.637191
Urban
Premium
null
2
null
5
2021-09-22 15:21:39.237118
Poor
No
Rarely
Condo
1,518
1,178,534
40
Female
97,518
Single
1
Master's
null
31.564411
Suburban
Basic
1
10
424
8
2019-11-22 15:21:39.092127
Good
Yes
Weekly
Apartment
1,356
1,178,535
36
Male
45,111
Married
3
PhD
null
41.371725
Rural
Comprehensive
null
0
582
9
2021-08-21 15:21:39.276901
Good
Yes
Rarely
Condo
2,610
1,178,536
59
Female
45,348
Married
1
Master's
null
26.474156
Rural
Premium
1
9
664
9
2020-11-24 15:21:39.285112
Good
Yes
Rarely
Apartment
3,688
1,178,537
59
Female
45,476
Single
0
PhD
Self-Employed
3.423147
Suburban
Basic
2
9
null
5
2024-04-16 15:21:39.166062
Average
Yes
Rarely
Apartment
363
1,178,538
30
Female
17,294
Single
4
PhD
Employed
21.234515
Suburban
Comprehensive
1
2
637
9
2022-02-07 15:21:39.225916
Poor
No
Daily
House
23
1,178,539
33
Male
93,773
Single
2
PhD
null
13.818189
Urban
Premium
null
3
772
7
2022-10-23 15:21:39.213373
Good
Yes
Rarely
House
42
1,178,540
null
Female
44,756
Divorced
1
High School
Employed
24.45477
Suburban
Premium
null
2
513
6
2022-05-18 15:21:39.111551
Good
Yes
Weekly
Condo
961
1,178,541
52
Male
28,691
Married
2
Master's
Self-Employed
12.077446
Suburban
Premium
1
15
501
3
2021-07-21 15:21:39.237118
Good
No
Weekly
Apartment
495
1,178,542
36
Male
2,042
Married
0
Master's
null
6.165915
Urban
Basic
1
10
509
2
2023-04-04 15:21:39.207847
Good
Yes
Monthly
Condo
1,733
1,178,543
33
Female
103,070
Divorced
null
PhD
Employed
34.52768
Suburban
Basic
1
16
691
3
2024-02-23 15:21:39.155231
Good
Yes
Monthly
Apartment
40
1,178,544
24
Female
5,945
Single
2
Master's
Unemployed
21.55133
Urban
Premium
1
7
621
8
2024-02-15 15:21:39.237118
Poor
Yes
Rarely
House
801
1,178,545
46
Female
26,761
Single
0
High School
Self-Employed
24.014001
Rural
Basic
2
8
680
8
2023-07-03 15:21:39.092127
Poor
No
Rarely
Apartment
79
1,178,546
37
Female
35,329
Divorced
1
Bachelor's
null
29.447942
Urban
Premium
3
10
675
6
2022-08-10 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,005
1,178,547
46
Female
53,042
Divorced
null
PhD
null
14.679881
Rural
Comprehensive
0
2
388
7
2022-06-28 15:21:39.274993
Good
No
Monthly
Apartment
1,914
1,178,548
38
Female
84,530
Divorced
3
Bachelor's
Unemployed
5.149732
Rural
Comprehensive
4
12
413
7
2020-06-18 15:21:39.155231
Poor
Yes
Daily
Apartment
577
1,178,549
51
Female
13,731
Divorced
0
PhD
Unemployed
47.933344
Suburban
Basic
0
11
647
4
2021-12-07 15:21:39.134960
Poor
Yes
Monthly
House
1,134
1,178,550
21
Female
50,500
Divorced
4
High School
null
10.128571
Suburban
Basic
1
7
324
7
2021-05-13 15:21:39.145732
Good
No
Monthly
Apartment
963
1,178,551
41
Male
102,738
Single
0
Master's
Employed
41.446564
Rural
Premium
2
10
456
2
2023-04-10 15:21:39.285112
Good
Yes
Daily
Apartment
511
1,178,552
21
Male
709
Divorced
2
Bachelor's
Employed
24.776872
Rural
Basic
1
17
678
9
2020-05-27 15:21:39.254678
Poor
No
Rarely
Apartment
20
1,178,553
19
Female
928
Married
1
Bachelor's
Unemployed
null
Urban
Basic
1
14
693
4
2023-09-07 15:21:39.237118
Good
Yes
Rarely
Apartment
25
1,178,554
36
Male
null
Divorced
1
Master's
null
44.339312
Rural
Basic
null
6
319
4
2021-02-20 15:21:39.134960
Poor
Yes
Weekly
House
684
1,178,555
28
Male
2,673
Single
2
PhD
Self-Employed
null
Urban
Premium
null
2
613
6
2020-06-13 15:21:39.226954
Poor
No
Daily
Apartment
763
1,178,556
21
Male
2,732
Single
2
Bachelor's
Employed
27.172268
Suburban
Premium
2
19
810
6
2023-01-23 15:21:39.245086
Good
No
Rarely
Condo
1,242
1,178,557
32
Male
104,373
Single
4
Bachelor's
Unemployed
18.977819
Urban
Comprehensive
null
8
460
4
2022-10-28 15:21:39.215386
Poor
No
Weekly
Apartment
1,536
1,178,558
null
Female
15,761
Divorced
1
Bachelor's
null
22.711691
Urban
Basic
0
15
609
2
2023-04-16 15:21:39.278402
Good
No
Monthly
Apartment
1,074
1,178,559
44
Female
44,472
Married
0
Bachelor's
Employed
11.234872
Suburban
Premium
null
4
444
5
2022-01-04 15:21:39.152732
null
Yes
Monthly
Condo
518
1,178,560
36
Female
10,118
Married
4
High School
Self-Employed
19.096617
Rural
Comprehensive
0
7
841
5
2023-06-25 15:21:39.134960
Good
Yes
Weekly
House
2,576
1,178,561
38
Male
47,547
Married
3
Bachelor's
Employed
34.593551
Rural
Basic
0
17
817
5
2021-06-27 15:21:39.237118
Average
Yes
Weekly
Condo
216
1,178,562
41
Female
40,626
Single
3
PhD
null
20.004921
Urban
Premium
0
14
547
7
2024-02-22 15:21:39.289099
Average
Yes
Monthly
Apartment
2,288
1,178,563
47
Female
130,140
Single
3
Master's
Self-Employed
null
Suburban
Basic
null
4
464
6
2020-06-18 15:21:39.154008
Poor
No
Daily
Condo
1,529
1,178,564
51
Male
3,861
Married
3
PhD
Self-Employed
37.080023
Rural
Basic
3
15
438
5
2022-04-16 15:21:39.229482
Poor
Yes
Daily
Apartment
1,081
1,178,565
53
Male
4,440
Married
4
High School
Unemployed
6.264769
Rural
Comprehensive
0
19
767
3
2021-04-13 15:21:39.122134
Average
No
Monthly
Condo
48
1,178,566
46
Female
936
Single
3
Master's
Unemployed
22.241114
Rural
Premium
null
6
449
4
2023-02-27 15:21:39.106582
Poor
Yes
Daily
Condo
919
1,178,567
23
Male
17,208
Married
1
High School
null
42.789931
Suburban
Premium
null
0
null
1
2022-07-09 15:21:39.226954
Average
Yes
Monthly
House
640
1,178,568
60
Female
27,189
Married
2
PhD
Unemployed
27.25406
Urban
Comprehensive
0
11
634
9
2022-03-02 15:21:39.144722
Average
Yes
Weekly
Condo
597
1,178,569
47
Female
23,172
Married
null
Bachelor's
Unemployed
46.513749
Rural
Premium
null
7
732
7
2022-04-25 15:21:39.245086
Average
No
Weekly
Apartment
504
1,178,570
42
Female
2,768
Divorced
0
Master's
null
4.948783
Rural
Premium
0
5
647
2
2021-10-03 15:21:39.155231
Average
Yes
Daily
Apartment
202
1,178,571
28
Male
5,169
Married
4
Master's
Unemployed
30.60507
Rural
Premium
null
14
452
4
2020-03-22 15:21:39.172097
Poor
Yes
Monthly
Apartment
514
1,178,572
29
Female
49,537
Married
1
High School
null
46.087141
Rural
Basic
2
6
447
5
2023-01-26 15:21:39.261856
Good
Yes
Monthly
Condo
1,732
1,178,573
60
Male
16,098
Married
1
High School
Employed
4.861803
Suburban
Basic
0
13
634
4
2023-07-16 15:21:39.196387
Good
No
Daily
Condo
23
1,178,574
47
Female
61,071
Single
0
PhD
null
17.989864
Urban
Comprehensive
null
2
436
6
2024-04-30 15:21:39.082499
Good
No
Monthly
House
936
1,178,575
36
Female
17,069
Married
2
High School
null
5.035434
Suburban
Comprehensive
1
6
576
7
2021-02-05 15:21:39.271453
Good
No
Rarely
Condo
742
1,178,576
61
Male
9,894
Married
0
PhD
Unemployed
42.289515
Urban
Comprehensive
0
19
773
8
2020-06-04 15:21:39.155231
Good
No
Weekly
House
2,416
1,178,577
49
Female
123,738
Single
null
Master's
Unemployed
29.092458
Suburban
Comprehensive
1
16
309
6
2023-12-29 15:21:39.134960
Poor
No
Weekly
Apartment
4,408
1,178,578
50
Male
39,718
Divorced
4
Bachelor's
Self-Employed
16.569722
Rural
Basic
0
15
668
7
2020-02-29 15:21:39.225916
Good
Yes
Daily
Apartment
841
1,178,579
57
Male
30,379
Divorced
1
Master's
Unemployed
27.923369
Rural
Comprehensive
0
16
782
4
2023-01-25 15:21:39.248098
Poor
No
Rarely
Condo
2,144
1,178,580
40
Male
24,897
Married
4
PhD
Self-Employed
8.99712
Urban
Premium
null
19
528
2
2020-08-03 15:21:39.219432
Good
Yes
Rarely
Apartment
589
1,178,581
null
Female
68,895
Divorced
0
High School
Unemployed
33.556969
Rural
Premium
1
1
325
4
2022-01-12 15:21:39.155231
Average
No
Rarely
Condo
482
1,178,582
60
Male
565
Single
2
Master's
Self-Employed
40.917516
Rural
Premium
1
2
null
2
2024-03-27 15:21:39.095696
Good
Yes
Monthly
House
2,765
1,178,583
23
Female
362
Divorced
4
Bachelor's
null
19.486723
Rural
Premium
2
16
null
5
2024-02-25 15:21:39.233998
Poor
Yes
Monthly
Condo
3,313
1,178,584
21
Male
36,015
Married
4
PhD
Unemployed
38.926258
Rural
Premium
1
14
507
2
2021-10-30 15:21:39.081504
Average
No
Daily
Condo
1,166
1,178,585
44
Male
22,462
Married
3
Bachelor's
null
22.624092
Rural
Basic
0
1
470
1
2021-07-17 15:21:39.213373
Average
No
Rarely
Apartment
514
1,178,586
29
Female
5,529
Divorced
3
Bachelor's
Unemployed
15.611397
Urban
Premium
null
7
841
2
2020-11-17 15:21:39.252145
Poor
No
Monthly
House
955
1,178,587
28
Male
1,005
Single
0
Bachelor's
Unemployed
12.479511
Rural
Premium
2
7
null
1
2019-12-10 15:21:39.107553
Good
Yes
Rarely
House
1,173
1,178,588
60
Male
15,258
Single
1
PhD
null
33.019523
Suburban
Basic
null
18
null
4
2024-07-18 15:21:39.279729
Good
Yes
Daily
Condo
849
1,178,589
39
Male
44,204
Single
2
Master's
Employed
21.143626
Rural
Basic
null
2
null
9
2022-05-10 15:21:39.261856
Average
No
Rarely
House
2,295
1,178,590
61
Female
127,358
Married
0
High School
null
36.694927
Rural
Comprehensive
0
12
439
2
2019-09-21 15:21:39.191219
Good
Yes
Monthly
Apartment
2,456
1,178,591
44
Female
12,093
Married
3
PhD
Employed
41.716285
Suburban
Premium
1
9
817
6
2022-06-21 15:21:39.254678
Good
Yes
Weekly
House
648
1,178,592
53
Male
34,730
Single
4
Master's
Unemployed
31.286411
Urban
Basic
1
19
482
5
2022-10-20 15:21:39.134960
Average
No
Weekly
Condo
508
1,178,593
48
Male
43,474
Divorced
4
PhD
Employed
34.711793
Urban
Comprehensive
null
15
null
3
2020-12-14 15:21:39.081504
Poor
No
Monthly
House
431
1,178,594
58
Female
59,780
Divorced
3
PhD
Unemployed
12.795059
Rural
Comprehensive
null
3
417
1
2022-07-26 15:21:39.134960
Poor
No
Rarely
Condo
714
1,178,595
20
Male
901
Divorced
0
High School
Self-Employed
11.492892
Suburban
Premium
2
18
451
6
2019-09-18 15:21:39.170099
Average
No
Weekly
Apartment
449
1,178,596
47
Female
9,843
Single
1
Master's
Unemployed
22.907884
Urban
Basic
0
12
838
9
2023-05-28 15:21:39.122134
Good
Yes
Daily
Apartment
593
1,178,597
33
Male
17,087
Married
0
PhD
null
null
Suburban
Premium
null
5
558
4
2022-10-04 15:21:39.155231
Poor
Yes
Rarely
Condo
1,076
1,178,598
60
Male
14,897
Divorced
4
PhD
Self-Employed
30.858246
Urban
Premium
null
14
532
5
2022-11-21 15:21:39.134960
Average
Yes
Rarely
Apartment
1,015
1,178,599
31
Male
23,757
Married
1
High School
Employed
49.939168
Rural
Comprehensive
1
18
696
3
2023-06-02 15:21:39.097737
Average
No
Daily
House
2,218