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
1,173,600
64
Male
16,751
Single
1
High School
Self-Employed
41.868475
Rural
Basic
null
5
754
5
2021-05-28 15:21:39.155231
Average
No
Daily
Condo
576
1,173,601
28
Male
23,296
Single
null
Master's
Unemployed
42.428432
Rural
Premium
2
0
407
3
2021-09-28 15:21:39.134960
Average
Yes
Monthly
Condo
1,677
1,173,602
60
Male
54,348
Married
2
PhD
Employed
39.793454
Urban
Premium
0
0
433
1
2019-11-08 15:21:39.167099
Good
No
Weekly
Apartment
2,740
1,173,603
18
Female
8,098
Divorced
null
PhD
Employed
4.453728
Urban
Basic
null
11
838
6
2020-03-12 15:21:39.230483
Good
No
Monthly
House
532
1,173,604
47
Male
null
Divorced
4
Master's
Employed
17.756331
Urban
Premium
2
19
386
9
2022-02-22 15:21:39.155231
Average
No
Weekly
Condo
1,036
1,173,605
43
Female
4,549
Married
null
Bachelor's
Self-Employed
48.654472
Suburban
Basic
1
16
566
1
2021-01-13 15:21:39.209847
Poor
No
Daily
House
121
1,173,606
24
Female
24,293
Married
0
High School
null
33.452096
Suburban
Basic
1
15
481
7
2023-08-31 15:21:39.183598
Good
No
Rarely
House
2,050
1,173,607
58
Male
72,696
Single
4
PhD
Self-Employed
21.990745
Urban
Basic
0
11
415
1
2020-11-25 15:21:39.266452
Good
No
Weekly
Condo
2,972
1,173,608
59
Female
38,119
Divorced
4
Bachelor's
null
14.123319
Suburban
Premium
0
1
582
5
2019-12-31 15:21:39.171102
Average
Yes
Weekly
House
1,822
1,173,609
32
Male
40,608
Married
2
High School
null
null
Suburban
Basic
null
8
782
1
2021-12-05 15:21:39.126661
null
No
Weekly
Condo
514
1,173,610
29
Male
79,919
Single
1
PhD
Self-Employed
45.826627
Suburban
Comprehensive
0
3
311
2
2022-12-15 15:21:39.289099
Good
No
Weekly
House
840
1,173,611
26
Female
2,778
Divorced
1
Bachelor's
Self-Employed
null
Suburban
Basic
null
13
null
8
2022-07-08 15:21:39.271453
Poor
No
Monthly
House
1,034
1,173,612
21
Male
37,000
Divorced
4
Bachelor's
Employed
41.008351
Suburban
Basic
2
1
578
9
2024-04-12 15:21:39.271453
Good
Yes
Monthly
House
1,037
1,173,613
58
Female
3,631
Single
3
PhD
Unemployed
null
Suburban
Basic
1
12
578
9
2022-04-17 15:21:39.204790
Average
No
Monthly
House
729
1,173,614
40
Male
null
Single
0
Bachelor's
Self-Employed
16.927357
Urban
Premium
null
4
null
5
2023-09-10 15:21:39.187211
Good
No
Rarely
House
416
1,173,615
30
Male
43,969
Divorced
2
High School
Self-Employed
46.913014
Rural
Basic
1
3
null
1
2021-04-17 15:21:39.134960
Poor
Yes
Rarely
Condo
1,205
1,173,616
32
Female
11,203
Married
3
Master's
null
12.647063
Suburban
Basic
1
1
552
7
2023-11-04 15:21:39.205850
Good
Yes
Rarely
Condo
2,534
1,173,617
35
Female
34,239
Single
4
PhD
Unemployed
45.534273
Urban
Basic
2
11
646
6
2023-08-20 15:21:39.169102
Good
No
Monthly
House
143
1,173,618
55
Male
102,878
Single
3
Master's
null
22.845325
Suburban
Premium
0
10
418
4
2020-03-15 15:21:39.155231
Good
Yes
Weekly
Condo
2,246
1,173,619
57
Female
25,996
Single
4
High School
Unemployed
27.038908
Rural
Comprehensive
null
15
692
6
2019-09-27 15:21:39.230483
Good
No
Daily
Apartment
830
1,173,620
54
Female
40,552
Single
4
High School
null
27.858888
Suburban
Comprehensive
null
0
563
3
2022-02-20 15:21:39.134960
Poor
Yes
Weekly
Condo
594
1,173,621
38
Male
16,696
Married
0
Bachelor's
Employed
46.88883
Rural
Comprehensive
null
17
589
9
2022-05-14 15:21:39.133866
Good
No
Rarely
House
1,122
1,173,622
38
Female
496
Divorced
4
High School
Unemployed
11.073614
Suburban
Premium
1
4
null
4
2021-01-08 15:21:39.237118
Good
No
Rarely
Condo
36
1,173,623
54
Female
72,772
Divorced
null
Bachelor's
null
41.081406
Suburban
Basic
0
18
521
9
2020-01-22 15:21:39.182597
Average
Yes
Weekly
Apartment
183
1,173,624
39
Female
12,506
Divorced
2
Bachelor's
Self-Employed
18.814676
Rural
Basic
null
19
790
8
2021-05-27 15:21:39.194829
Good
Yes
Monthly
House
1,803
1,173,625
null
Male
120,777
Married
1
High School
null
24.638378
Suburban
Premium
null
5
349
3
2020-11-17 15:21:39.191219
Good
Yes
Weekly
Condo
1,692
1,173,626
28
Male
44,728
Married
4
Master's
Employed
49.633538
Urban
Comprehensive
0
11
null
1
2023-09-21 15:21:39.098696
Average
Yes
Daily
House
757
1,173,627
37
Female
90,952
Divorced
3
Master's
Self-Employed
27.495936
Suburban
Premium
null
16
327
5
2022-11-23 15:21:39.221386
Good
Yes
Weekly
Apartment
299
1,173,628
56
Female
6,473
Divorced
1
Bachelor's
Employed
12.813943
Suburban
Basic
null
19
562
6
2019-12-16 15:21:39.171102
Poor
No
Weekly
House
388
1,173,629
54
Male
1,881
Divorced
0
Bachelor's
null
15.527483
Rural
Basic
1
6
823
4
2021-08-28 15:21:39.226954
null
Yes
Daily
House
535
1,173,630
64
Female
14,302
Married
1
High School
Employed
7.079058
Urban
Premium
2
7
517
2
2023-08-09 15:21:39.177724
Good
Yes
Weekly
Apartment
1,265
1,173,631
50
Female
8,991
Married
4
PhD
Self-Employed
16.944328
Rural
Premium
0
14
668
4
2020-04-21 15:21:39.105504
Good
Yes
Daily
Condo
3,353
1,173,632
63
Female
null
Married
2
PhD
null
31.383078
Suburban
Premium
null
12
380
6
2020-08-20 15:21:39.228521
Poor
Yes
Monthly
Apartment
2,666
1,173,633
58
Female
28,680
Married
4
High School
Self-Employed
23.904102
Rural
Premium
3
3
761
2
2019-12-21 15:21:39.134960
Poor
No
Monthly
House
2,182
1,173,634
61
Male
25,558
Married
4
Bachelor's
null
5.30873
Rural
Premium
null
15
842
3
2021-12-24 15:21:39.192212
Average
Yes
Monthly
House
1,349
1,173,635
20
Male
53,397
Divorced
1
High School
null
28.652173
Suburban
Premium
2
4
837
7
2024-03-28 15:21:39.261856
Average
No
Weekly
Condo
2,139
1,173,636
57
Male
null
Married
1
Master's
Self-Employed
11.716174
Urban
Premium
1
14
799
2
2023-03-14 15:21:39.180553
Poor
No
Rarely
Apartment
411
1,173,637
21
Female
17,358
Married
0
High School
Self-Employed
30.284434
Rural
Premium
null
17
null
2
2023-10-24 15:21:39.092127
Good
No
Monthly
Condo
1,575
1,173,638
62
Male
2,889
Divorced
2
High School
null
40.859008
Suburban
Comprehensive
1
5
494
1
2021-10-30 15:21:39.147735
Good
Yes
Daily
Apartment
2,711
1,173,639
61
Male
11,067
Married
1
PhD
Unemployed
26.849109
Suburban
Basic
null
4
725
1
2023-03-23 15:21:39.207847
Average
No
Weekly
House
1,869
1,173,640
46
Male
3,546
Divorced
2
Master's
null
34.539742
Rural
Premium
0
13
null
7
2022-11-13 15:21:39.083497
Poor
Yes
Monthly
Condo
24
1,173,641
59
Male
45,244
Divorced
0
High School
Employed
16.774144
Rural
Premium
1
10
754
2
2024-04-01 15:21:39.182597
Good
Yes
Monthly
Condo
2,961
1,173,642
30
Male
18,043
Married
3
Bachelor's
Self-Employed
14.002592
Rural
Basic
null
9
727
2
2020-02-05 15:21:39.226954
Average
Yes
Daily
Condo
296
1,173,643
20
Female
53,394
Divorced
2
PhD
Unemployed
50.828152
Suburban
Premium
2
12
591
4
2023-03-22 15:21:39.134960
Average
No
Rarely
Apartment
1,885
1,173,644
52
Male
15,123
null
3
Bachelor's
null
23.48742
Rural
Premium
1
2
403
8
2020-08-28 15:21:39.155231
Average
Yes
Rarely
Condo
3,388
1,173,645
63
Male
38,925
Divorced
0
PhD
null
38.085166
Suburban
Comprehensive
2
19
656
4
2019-10-12 15:21:39.149731
Average
No
Daily
Condo
908
1,173,646
60
Female
3,146
Divorced
null
Bachelor's
Unemployed
22.937803
Rural
Basic
1
10
366
9
2024-03-25 15:21:39.109552
Average
Yes
Monthly
Apartment
1,561
1,173,647
39
Male
30,984
Single
1
Bachelor's
Employed
10.90881
Urban
Premium
null
1
565
1
2019-10-19 15:21:39.082499
Poor
Yes
Weekly
House
495
1,173,648
51
Female
147,743
Single
2
Master's
null
23.535439
Urban
Comprehensive
0
7
361
7
2021-08-15 15:21:39.155231
Good
Yes
Monthly
Apartment
572
1,173,649
34
Male
70,743
Single
3
PhD
Self-Employed
29.927578
Suburban
Basic
2
4
627
7
2023-07-10 15:21:39.164044
Poor
No
Daily
Condo
2,037
1,173,650
32
Female
39,744
Single
3
PhD
Employed
40.533635
Rural
Comprehensive
null
14
759
7
2020-08-09 15:21:39.252145
Good
No
Monthly
Apartment
1,527
1,173,651
31
Male
20,991
Divorced
4
Master's
Unemployed
21.247945
Urban
Basic
null
19
831
3
2021-02-18 15:21:39.218388
Average
Yes
Monthly
House
1,405
1,173,652
44
Male
15,679
Married
1
Bachelor's
Employed
41.929828
Rural
Comprehensive
0
10
432
3
2021-01-02 15:21:39.155231
Good
No
Monthly
Condo
2,064
1,173,653
53
Male
142,588
Divorced
1
PhD
Self-Employed
32.617502
Suburban
Basic
0
0
661
8
2021-03-25 15:21:39.247098
Good
No
Daily
House
397
1,173,654
33
Male
29,056
Single
4
High School
Self-Employed
21.516978
Urban
Premium
0
14
null
4
2020-10-18 15:21:39.282785
Poor
Yes
Weekly
House
684
1,173,655
58
Female
18,171
Single
4
Bachelor's
Self-Employed
12.819182
Urban
Basic
null
7
603
5
2021-02-26 15:21:39.286113
Average
Yes
Daily
House
2,610
1,173,656
59
Female
53,801
Divorced
1
Master's
Unemployed
15.366613
Rural
Comprehensive
1
15
456
4
2024-06-20 15:21:39.290098
Average
Yes
Daily
Apartment
2,376
1,173,657
37
Male
5,541
Single
2
Master's
Self-Employed
25.581618
Suburban
Premium
0
5
819
2
2023-08-17 15:21:39.134960
Average
No
Rarely
House
923
1,173,658
62
Female
50,636
Married
4
High School
Employed
35.92361
Suburban
Basic
2
13
425
2
2020-04-29 15:21:39.134960
Good
No
Monthly
Condo
350
1,173,659
18
Male
11,894
Married
1
Bachelor's
Unemployed
19.262312
Rural
Basic
null
11
529
2
2022-03-07 15:21:39.259788
Poor
Yes
Daily
Condo
703
1,173,660
33
Female
20,396
Single
1
PhD
null
17.926259
Urban
Premium
1
4
403
5
2022-09-26 15:21:39.252145
Average
Yes
Monthly
Condo
1,611
1,173,661
25
Female
2,889
Divorced
2
PhD
null
15.776561
Suburban
Comprehensive
2
17
594
1
2023-12-09 15:21:39.080440
Poor
Yes
Monthly
Condo
2,170
1,173,662
47
Female
28,574
Married
4
PhD
Unemployed
16.287035
Suburban
Premium
0
16
768
7
2023-12-22 15:21:39.114118
Poor
Yes
Weekly
House
2,376
1,173,663
51
Male
91,097
Divorced
null
Master's
Unemployed
52.959188
Urban
Premium
0
17
702
1
2020-10-18 15:21:39.237118
Good
Yes
Weekly
Apartment
391
1,173,664
39
Female
37,466
Divorced
2
Master's
Employed
37.361906
Suburban
Basic
null
10
506
7
2024-07-16 15:21:39.254678
Good
Yes
Rarely
House
695
1,173,665
51
Female
30,763
Married
0
High School
Employed
40.126544
Suburban
Comprehensive
null
5
626
5
2020-07-02 15:21:39.226954
Poor
No
Weekly
Condo
705
1,173,666
55
Male
142,343
Married
0
High School
Employed
46.741931
Suburban
Premium
0
7
602
1
2019-09-16 15:21:39.089116
Average
Yes
Monthly
Apartment
2,586
1,173,667
41
Female
142,159
Divorced
3
Bachelor's
null
19.183597
Rural
Comprehensive
1
14
352
4
2022-04-17 15:21:39.176717
Poor
Yes
Monthly
Condo
1,270
1,173,668
18
Female
null
Married
3
High School
Self-Employed
null
Rural
Basic
1
1
397
5
2022-04-24 15:21:39.261856
Average
No
Monthly
House
2,922
1,173,669
20
Female
3,971
Divorced
2
Master's
Unemployed
23.881589
Suburban
Basic
null
12
719
6
2024-04-12 15:21:39.134960
Good
Yes
Rarely
Apartment
30
1,173,670
63
Male
43,463
Single
2
PhD
Unemployed
40.746465
Rural
Comprehensive
1
16
567
1
2022-12-11 15:21:39.079128
Good
No
Daily
Apartment
1,442
1,173,671
61
Male
1,380
Divorced
4
PhD
Employed
12.565
Urban
Premium
2
8
591
1
2020-04-08 15:21:39.134960
Poor
No
Monthly
Condo
531
1,173,672
26
Female
12,897
Divorced
null
Bachelor's
null
18.187783
Suburban
Comprehensive
null
15
706
1
2022-06-03 15:21:39.253660
Average
Yes
Daily
Apartment
49
1,173,673
63
Male
126,593
Divorced
4
PhD
null
40.791736
Rural
Comprehensive
null
12
308
2
2022-04-29 15:21:39.172097
Good
Yes
Weekly
Apartment
263
1,173,674
32
Female
6,098
Married
2
PhD
null
24.126775
Suburban
Comprehensive
1
9
774
4
2021-02-21 15:21:39.128286
Good
No
Weekly
Apartment
1,503
1,173,675
63
Female
13,982
Divorced
0
Master's
Employed
20.492736
Suburban
Comprehensive
0
14
815
9
2020-04-20 15:21:39.134960
Poor
Yes
Monthly
House
1,018
1,173,676
58
Female
73,654
Single
null
PhD
Employed
18.814962
Suburban
Premium
1
19
360
9
2022-01-01 15:21:39.134960
Average
Yes
Rarely
Apartment
619
1,173,677
19
Male
15,255
Married
0
PhD
Employed
45.083898
Rural
Comprehensive
1
0
null
8
2021-04-25 15:21:39.192212
Average
No
Rarely
House
1,214
1,173,678
41
Male
29,506
Divorced
null
High School
null
24.564383
Urban
Comprehensive
1
17
611
1
2023-11-14 15:21:39.155231
Good
No
Rarely
Apartment
2,247
1,173,679
46
Male
37,374
Divorced
4
High School
Self-Employed
43.923465
Suburban
Premium
0
0
null
4
2022-06-05 15:21:39.125660
Average
No
Rarely
Apartment
782
1,173,680
56
Female
45,963
Divorced
1
Bachelor's
Self-Employed
55.957143
Urban
Premium
null
3
829
5
2024-02-17 15:21:39.225916
Poor
No
Monthly
Apartment
474
1,173,681
44
Male
81,040
Married
1
PhD
Employed
12.716172
Rural
Basic
null
11
848
4
2019-12-17 15:21:39.110557
Good
No
Monthly
Apartment
2,087
1,173,682
62
Male
79,972
Single
0
Master's
null
22.607543
Suburban
Comprehensive
1
14
446
3
2021-08-07 15:21:39.226954
Average
Yes
Daily
House
388
1,173,683
55
Male
11,998
Married
2
Bachelor's
Self-Employed
50.927256
Rural
Basic
null
16
595
6
2022-11-25 15:21:39.086123
Average
Yes
Daily
Condo
1,577
1,173,684
51
Male
2,420
Married
0
Bachelor's
Unemployed
42.904116
Rural
Premium
1
8
659
9
2023-07-23 15:21:39.209847
Good
Yes
Daily
Apartment
394
1,173,685
24
Male
3,747
Married
0
Bachelor's
Self-Employed
26.779576
Urban
Basic
4
13
647
9
2021-10-14 15:21:39.237118
Poor
No
Daily
Condo
1,015
1,173,686
19
Female
null
Divorced
2
Bachelor's
Unemployed
null
Suburban
Basic
1
10
431
2
2020-12-10 15:21:39.194829
Average
No
Rarely
Apartment
26
1,173,687
42
Female
16,076
Single
4
Master's
Employed
26.659843
Urban
Comprehensive
null
15
748
3
2022-10-11 15:21:39.237118
Average
Yes
Daily
House
722
1,173,688
26
Female
3,725
Single
0
High School
Self-Employed
7.94442
Suburban
Premium
null
17
607
5
2022-11-27 15:21:39.181605
Poor
No
Daily
Condo
2,892
1,173,689
31
Female
2,359
Divorced
2
Master's
null
35.992155
Urban
Basic
3
18
null
3
2019-09-06 15:21:39.100695
Good
Yes
Daily
Condo
1,724
1,173,690
35
Female
869
Divorced
null
Bachelor's
Employed
40.848907
Rural
Premium
null
18
738
1
2021-11-26 15:21:39.155231
Average
No
Daily
Apartment
1,876
1,173,691
27
Female
26,581
Divorced
0
PhD
Self-Employed
45.244017
Suburban
Comprehensive
1
2
767
2
2020-07-21 15:21:39.094752
Average
Yes
Daily
Apartment
823
1,173,692
34
Female
26,292
Divorced
0
Bachelor's
Employed
4.051562
Urban
Premium
null
17
null
7
2020-05-31 15:21:39.122134
Average
No
Daily
Condo
1,276
1,173,693
64
Female
5,068
Divorced
1
Bachelor's
Employed
17.71167
Suburban
Comprehensive
1
5
477
6
2022-03-30 15:21:39.170099
Good
Yes
Weekly
House
806
1,173,694
25
Male
46,134
Divorced
3
Master's
Employed
26.24096
Urban
Comprehensive
2
8
null
7
2019-12-31 15:21:39.098696
Poor
No
Daily
Condo
30
1,173,695
39
Male
2,496
Married
1
Bachelor's
Unemployed
27.239877
Rural
Basic
2
6
551
8
2021-02-18 15:21:39.181605
Average
Yes
Daily
Apartment
2,289
1,173,696
23
Female
10,015
Divorced
3
PhD
null
35.914297
Suburban
Premium
null
16
815
3
2021-10-26 15:21:39.274993
Poor
Yes
Daily
Condo
387
1,173,697
43
Male
3,582
Married
3
Master's
Unemployed
16.838222
Urban
Premium
1
7
443
6
2021-09-26 15:21:39.222387
Average
No
Rarely
House
377
1,173,698
34
Male
96,252
Divorced
1
Master's
Self-Employed
31.999006
Rural
Premium
0
17
391
2
2022-08-01 15:21:39.134960
Poor
Yes
Rarely
Condo
1,257
1,173,699
63
Female
45,926
Married
4
Master's
Unemployed
22.660422
Urban
Premium
1
9
469
1
2021-04-23 15:21:39.202448
Poor
Yes
Daily
House
884