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
1,186,600
64
Female
51,342
Married
0
PhD
null
46.9238
Suburban
Premium
null
5
null
7
2020-06-08 15:21:39.092127
Poor
Yes
Monthly
Condo
150
1,186,601
19
Female
1,330
Divorced
2
Master's
Unemployed
null
Rural
Basic
2
0
764
3
2020-03-20 15:21:39.189223
Poor
Yes
Rarely
Condo
2,140
1,186,602
45
Female
25,169
Divorced
1
Master's
null
37.913301
Rural
Comprehensive
0
5
765
6
2021-09-22 15:21:39.091080
Average
No
Weekly
Apartment
675
1,186,603
46
Male
7,086
Divorced
3
Master's
Unemployed
null
Urban
Basic
3
16
547
9
2021-06-13 15:21:39.134960
Average
No
Monthly
House
1,516
1,186,604
62
Male
7,665
Divorced
1
Master's
null
20.387915
Urban
Premium
0
9
562
8
2024-02-21 15:21:39.237118
Poor
Yes
Daily
House
556
1,186,605
51
Male
78,876
Single
3
PhD
null
14.433913
Suburban
Basic
2
17
626
5
2019-10-01 15:21:39.132191
null
Yes
Weekly
House
881
1,186,606
60
Male
7,991
Divorced
4
Master's
null
22.242831
Rural
Premium
null
2
674
8
2022-11-01 15:21:39.185215
Poor
No
Daily
House
943
1,186,607
45
Female
133,075
Single
3
Bachelor's
Unemployed
9.83795
Suburban
Premium
0
1
359
8
2020-06-02 15:21:39.086123
Good
No
Rarely
Condo
813
1,186,608
37
Female
24,753
Married
0
High School
Unemployed
23.567485
Suburban
Premium
null
2
457
9
2020-02-26 15:21:39.155231
Average
No
Weekly
Condo
138
1,186,609
62
Male
11,554
Married
0
PhD
Self-Employed
28.976117
Urban
Comprehensive
2
14
703
8
2022-10-01 15:21:39.104139
Average
No
Weekly
Apartment
1,313
1,186,610
51
Female
42,314
Single
0
Master's
Employed
15.241935
Urban
Comprehensive
1
6
561
9
2021-08-22 15:21:39.170099
Poor
No
Rarely
House
1,181
1,186,611
32
Female
60,587
Married
3
Bachelor's
Employed
null
Rural
Comprehensive
null
8
441
1
2020-03-14 15:21:39.252145
Good
Yes
Rarely
Condo
830
1,186,612
28
Female
57,811
Married
3
Bachelor's
null
7.986325
Suburban
Premium
1
15
373
7
2022-01-09 15:21:39.288099
Good
Yes
Weekly
Condo
1,252
1,186,613
47
Female
null
Divorced
1
High School
null
50.564366
Urban
Basic
2
18
541
5
2021-10-07 15:21:39.155231
Poor
No
Monthly
House
2,133
1,186,614
35
Male
25,448
Divorced
1
Master's
Unemployed
24.671233
Urban
Comprehensive
0
17
null
4
2020-07-26 15:21:39.152732
Good
Yes
Monthly
House
1,647
1,186,615
29
Male
10,984
Divorced
1
PhD
Unemployed
14.90422
Urban
Comprehensive
1
12
584
6
2023-12-10 15:21:39.283783
Good
No
Weekly
Condo
2,228
1,186,616
56
Male
12,891
Divorced
3
PhD
null
24.784616
Suburban
Premium
null
2
463
1
2020-09-19 15:21:39.274993
Average
Yes
Monthly
Apartment
1,432
1,186,617
30
Female
null
Single
null
High School
null
26.537637
Urban
Comprehensive
null
19
null
4
2020-08-13 15:21:39.206847
Poor
No
Daily
Apartment
403
1,186,618
20
Male
15,431
Single
1
Bachelor's
Self-Employed
15.312977
Suburban
Comprehensive
0
16
776
7
2021-08-16 15:21:39.155231
Good
Yes
Rarely
Apartment
1,519
1,186,619
41
Female
42,279
Single
2
PhD
null
10.924358
Urban
Comprehensive
null
9
758
3
2022-04-30 15:21:39.130190
Poor
No
Daily
Condo
515
1,186,620
22
Male
34,241
Married
3
High School
Employed
18.711364
Urban
Basic
1
8
641
6
2022-08-05 15:21:39.155231
Poor
Yes
Daily
Apartment
675
1,186,621
28
Female
9,071
Single
3
Master's
Unemployed
17.828658
Suburban
Comprehensive
0
13
517
7
2021-03-08 15:21:39.283783
Good
Yes
Rarely
Condo
762
1,186,622
57
Female
1,479
Married
1
PhD
null
44.138301
Rural
Premium
2
5
583
7
2020-02-24 15:21:39.237118
Good
No
Monthly
House
1,207
1,186,623
62
Male
2,688
Single
1
PhD
null
38.586418
Suburban
Premium
2
6
765
2
2021-10-01 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,297
1,186,624
36
Female
46,766
Divorced
null
Bachelor's
null
6.822248
Suburban
Basic
2
10
807
4
2022-01-20 15:21:39.206847
Good
Yes
Daily
Condo
2,180
1,186,625
42
Female
90,510
Married
3
Bachelor's
Unemployed
30.944306
Rural
Basic
2
19
622
1
2024-06-01 15:21:39.123711
Good
No
Monthly
House
1,970
1,186,626
32
Male
35,330
Divorced
null
Master's
Employed
null
Urban
Comprehensive
null
18
541
1
2023-04-24 15:21:39.237118
Good
Yes
Rarely
Apartment
538
1,186,627
58
Female
14,894
Single
0
Master's
Self-Employed
10.958153
Rural
Premium
1
10
543
3
2022-02-04 15:21:39.263607
Good
No
Rarely
Apartment
637
1,186,628
22
Female
3,740
Married
3
PhD
Self-Employed
14.241873
Suburban
Comprehensive
2
10
779
9
2024-03-31 15:21:39.290098
Poor
No
Rarely
Condo
3,946
1,186,629
45
Female
139,621
Divorced
0
Bachelor's
Unemployed
36.824922
Suburban
Premium
1
11
417
4
2023-02-18 15:21:39.208842
Good
No
Daily
Apartment
553
1,186,630
58
Male
35,794
Divorced
0
Bachelor's
Employed
6.826752
Suburban
Premium
1
5
830
1
2021-02-07 15:21:39.181605
Average
No
Monthly
Condo
1,349
1,186,631
57
Female
66,854
Single
1
Bachelor's
Employed
7.111664
Rural
Basic
2
1
487
1
2022-05-08 15:21:39.184157
Good
No
Monthly
Apartment
3,354
1,186,632
40
Male
19,592
Divorced
0
PhD
null
21.09528
Suburban
Comprehensive
0
5
791
4
2022-06-23 15:21:39.257696
Good
Yes
Monthly
Condo
928
1,186,633
61
Male
65,469
Married
2
PhD
null
12.282062
Suburban
Comprehensive
1
17
626
6
2019-10-14 15:21:39.083497
Good
Yes
Monthly
Condo
381
1,186,634
53
Male
46,125
Married
0
High School
null
24.144556
Suburban
Comprehensive
0
8
null
2
2022-10-19 15:21:39.134960
Good
Yes
Daily
House
799
1,186,635
52
Female
1,008
Married
1
Bachelor's
Employed
33.280026
Rural
Comprehensive
1
16
443
2
2024-05-13 15:21:39.194829
Average
No
Weekly
Apartment
552
1,186,636
33
Male
16,063
Married
0
High School
Employed
27.739205
Suburban
Basic
2
11
534
8
2020-03-04 15:21:39.229482
Good
Yes
Monthly
House
618
1,186,637
57
Male
22,372
Married
1
PhD
null
34.456897
Rural
Premium
2
12
814
2
2024-05-17 15:21:39.265513
Good
No
Daily
House
1,023
1,186,638
46
Male
3,010
Divorced
2
Bachelor's
Unemployed
4.055807
Rural
Basic
null
19
null
6
2020-04-23 15:21:39.155231
Good
Yes
Daily
House
2,456
1,186,639
21
Male
59,087
Single
0
Bachelor's
null
17.099693
Rural
Premium
1
14
503
3
2022-10-03 15:21:39.197445
Poor
Yes
Weekly
Condo
305
1,186,640
38
Female
10,144
null
null
Bachelor's
Unemployed
32.274566
Rural
Comprehensive
null
15
761
2
2021-10-02 15:21:39.190215
Average
No
Monthly
Condo
599
1,186,641
33
Male
17,074
Single
null
Bachelor's
Employed
29.574222
Urban
Basic
0
6
483
7
2024-02-21 15:21:39.274993
Poor
No
Monthly
Apartment
2,631
1,186,642
56
Female
49,086
Married
2
High School
null
26.332659
Urban
Premium
0
11
311
3
2021-02-10 15:21:39.120168
Average
Yes
Rarely
Apartment
1,557
1,186,643
41
Male
11,589
Single
3
High School
null
23.955444
Rural
Comprehensive
0
6
591
8
2024-06-03 15:21:39.205850
Poor
No
Rarely
Condo
742
1,186,644
37
Female
37,101
Divorced
1
High School
Self-Employed
25.539136
Rural
Premium
1
1
785
1
2021-12-17 15:21:39.155231
Good
Yes
Rarely
House
371
1,186,645
32
Male
28,863
Single
0
Master's
Unemployed
25.804154
Urban
Basic
4
19
724
2
2019-09-24 15:21:39.086123
Poor
Yes
Rarely
Condo
936
1,186,646
40
Female
24,594
Married
3
Bachelor's
Self-Employed
25.790691
Rural
Basic
1
15
840
5
2023-05-17 15:21:39.237118
Poor
Yes
Daily
Apartment
2,343
1,186,647
54
Female
3,851
Divorced
1
PhD
Self-Employed
6.44118
Suburban
Comprehensive
2
9
350
9
2022-08-23 15:21:39.202448
Good
Yes
Weekly
Condo
552
1,186,648
31
Male
null
Divorced
4
Master's
null
7.908734
Urban
Basic
0
16
628
9
2023-08-13 15:21:39.155231
null
No
Daily
House
30
1,186,649
22
Female
44,773
Married
4
PhD
Employed
36.122887
Suburban
Basic
2
6
448
2
2021-04-13 15:21:39.133866
Poor
Yes
Weekly
Apartment
2,705
1,186,650
54
Female
26,296
Single
2
High School
Unemployed
35.938179
Rural
Basic
2
9
553
7
2021-12-27 15:21:39.237118
Good
No
Rarely
House
1,053
1,186,651
31
Male
13,870
Single
1
PhD
null
33.879586
Urban
Premium
0
16
836
8
2022-11-30 15:21:39.191219
Average
No
Rarely
House
396
1,186,652
33
Female
24,486
Divorced
0
Master's
Unemployed
25.98191
Suburban
Premium
null
18
456
2
2021-07-17 15:21:39.134960
Poor
Yes
Monthly
House
2,735
1,186,653
62
Female
30,226
Married
null
Bachelor's
null
40.924506
Suburban
Basic
null
7
null
7
2021-06-03 15:21:39.192212
Good
No
Rarely
House
1,516
1,186,654
48
Female
62,914
Married
2
Bachelor's
null
9.186565
Urban
Comprehensive
null
14
301
6
2019-12-17 15:21:39.186212
null
No
Weekly
Apartment
1,414
1,186,655
27
Male
60,945
Single
1
High School
Self-Employed
14.96684
Suburban
Basic
2
18
452
3
2021-10-30 15:21:39.176717
Average
No
Rarely
Apartment
1,692
1,186,656
57
Male
19,153
Single
4
Bachelor's
null
22.873649
Suburban
Comprehensive
null
17
821
7
2022-11-24 15:21:39.134960
Average
No
Rarely
Apartment
664
1,186,657
37
Female
29,092
Divorced
0
Bachelor's
null
30.878311
Urban
Basic
1
4
592
5
2024-03-07 15:21:39.274993
Average
No
Weekly
House
828
1,186,658
24
Male
43,901
Single
null
Bachelor's
Self-Employed
16.558723
Rural
Premium
1
12
824
3
2020-03-21 15:21:39.084065
Average
No
Daily
House
651
1,186,659
61
Female
29,087
Married
3
Bachelor's
Self-Employed
22.393686
Urban
Premium
null
18
787
9
2020-02-09 15:21:39.208842
Poor
Yes
Weekly
House
1,359
1,186,660
44
Male
9,094
Married
1
PhD
Self-Employed
18.823603
Urban
Comprehensive
1
9
554
3
2021-01-05 15:21:39.175719
Good
No
Rarely
Apartment
1,130
1,186,661
62
Male
122,483
Married
1
Master's
Self-Employed
10.926249
Rural
Premium
3
12
516
8
2020-11-08 15:21:39.221386
Average
Yes
Rarely
Apartment
2,362
1,186,662
54
Female
17,095
Single
3
PhD
Employed
11.82279
Rural
Comprehensive
2
0
809
5
2022-05-30 15:21:39.155231
Good
Yes
Weekly
Apartment
1,207
1,186,663
52
Male
65
Divorced
1
High School
Unemployed
22.73897
Rural
Comprehensive
2
8
null
5
2023-03-02 15:21:39.144722
Good
No
Monthly
Apartment
966
1,186,664
53
Male
9,381
Divorced
4
Bachelor's
Unemployed
22.64407
Suburban
Premium
null
7
459
8
2021-04-12 15:21:39.097737
Average
Yes
Daily
Condo
1,197
1,186,665
33
Male
5,776
Married
4
Bachelor's
Unemployed
29.529865
Rural
Comprehensive
0
12
657
8
2022-06-24 15:21:39.187211
Average
No
Daily
Condo
1,043
1,186,666
49
Female
27,984
Divorced
0
Master's
Employed
12.714827
Urban
Basic
null
18
593
2
2023-10-23 15:21:39.172097
null
Yes
Daily
House
447
1,186,667
38
Female
12,071
Single
3
Master's
Employed
46.898802
Rural
Comprehensive
2
8
532
6
2023-04-29 15:21:39.172097
Poor
Yes
Monthly
Apartment
2,367
1,186,668
42
Female
62,853
Divorced
4
PhD
Self-Employed
12.064134
Suburban
Basic
1
9
417
9
2022-05-05 15:21:39.155231
Good
Yes
Weekly
House
837
1,186,669
22
Female
88,988
Single
null
Master's
null
45.944769
Suburban
Premium
1
3
662
5
2023-04-04 15:21:39.106582
Average
No
Weekly
Apartment
410
1,186,670
22
Female
578
Single
2
Master's
null
43.998746
Urban
Comprehensive
1
8
657
7
2023-12-16 15:21:39.204790
null
No
Weekly
House
1,218
1,186,671
54
Male
106,955
Divorced
3
Bachelor's
null
27.237626
Rural
Basic
null
16
409
8
2020-07-05 15:21:39.192212
Average
No
Daily
Apartment
1,096
1,186,672
63
Female
43,901
Single
3
PhD
null
23.36762
Rural
Comprehensive
2
15
582
7
2021-09-11 15:21:39.286113
Average
Yes
Weekly
House
44
1,186,673
29
Male
10,263
Married
4
Master's
Unemployed
30.955375
Suburban
Premium
1
1
376
9
2022-07-26 15:21:39.134960
Good
Yes
Rarely
Condo
22
1,186,674
23
Male
50,862
Divorced
3
Bachelor's
Unemployed
15.998968
Rural
Premium
2
15
551
9
2022-07-18 15:21:39.144722
null
No
Weekly
Condo
3,568
1,186,675
36
Female
4,942
Single
null
Bachelor's
Self-Employed
28.878586
Urban
Comprehensive
null
4
691
8
2021-03-02 15:21:39.252145
Poor
Yes
Daily
House
2,592
1,186,676
54
Male
17,862
Married
1
Master's
Employed
18.858984
Suburban
Basic
null
13
834
2
2022-04-03 15:21:39.282785
Good
No
Weekly
Apartment
100
1,186,677
38
Male
30,838
Married
3
Master's
Employed
5.836805
Suburban
Basic
1
14
557
1
2024-02-06 15:21:39.203442
Average
Yes
Monthly
Condo
1,709
1,186,678
62
Female
52,413
Married
3
PhD
Self-Employed
29.874019
Rural
Basic
2
12
449
4
2020-09-14 15:21:39.086123
Average
Yes
Daily
Apartment
724
1,186,679
36
Male
50,531
Single
1
Bachelor's
Unemployed
18.917653
Urban
Comprehensive
3
7
373
5
2021-03-02 15:21:39.086123
Average
Yes
Monthly
House
3,454
1,186,680
39
Female
132,233
Single
3
PhD
Unemployed
7.096328
Suburban
Premium
0
16
408
4
2023-12-08 15:21:39.132191
Good
Yes
Rarely
Condo
1,444
1,186,681
41
Male
45,928
Married
1
PhD
Self-Employed
31.426613
Suburban
Comprehensive
null
6
534
1
2022-08-31 15:21:39.283783
Average
Yes
Weekly
House
597
1,186,682
35
Male
82,946
Married
2
PhD
Self-Employed
38.985051
Urban
Comprehensive
2
6
618
3
2022-04-14 15:21:39.187211
Good
No
Weekly
Apartment
2,320
1,186,683
60
Male
2,956
Single
0
High School
null
35.096913
Suburban
Basic
2
4
657
9
2022-10-01 15:21:39.231531
Poor
Yes
Monthly
Apartment
2,446
1,186,684
60
Female
1,338
Divorced
2
Master's
Self-Employed
5.524718
Rural
Premium
null
9
745
3
2020-12-19 15:21:39.181605
Poor
No
Monthly
House
278
1,186,685
25
Male
17,530
Single
2
PhD
Unemployed
20.814168
Urban
Premium
null
17
538
9
2021-08-06 15:21:39.194829
Average
Yes
Monthly
Condo
585
1,186,686
51
Female
null
Married
1
Master's
null
26.010312
Urban
Premium
1
0
847
6
2023-09-10 15:21:39.282785
Good
No
Monthly
Apartment
255
1,186,687
38
Male
65,690
Single
0
High School
null
21.099229
Rural
Basic
0
17
740
4
2019-09-07 15:21:39.237118
Average
No
Rarely
House
245
1,186,688
24
Male
52,425
Divorced
0
Master's
Unemployed
7.016041
Suburban
Comprehensive
null
3
313
7
2023-01-08 15:21:39.280784
Poor
No
Rarely
House
462
1,186,689
56
Female
44,680
Single
2
PhD
null
40.720146
Rural
Premium
1
8
810
8
2022-01-22 15:21:39.155231
Good
Yes
Weekly
Condo
476
1,186,690
19
Male
2,840
Divorced
3
High School
Unemployed
31.332551
Rural
Basic
2
5
834
4
2019-11-21 15:21:39.094752
Poor
No
Weekly
Condo
1,147
1,186,691
62
Female
61,809
Single
2
Master's
Unemployed
null
Rural
Comprehensive
null
10
438
4
2024-04-17 15:21:39.253660
Good
Yes
Monthly
Condo
910
1,186,692
43
Female
138,227
Married
4
High School
Self-Employed
20.181648
Suburban
Basic
0
0
323
7
2021-04-11 15:21:39.209847
Average
Yes
Weekly
Apartment
1,777
1,186,693
32
Male
52,067
Divorced
4
High School
Self-Employed
15.013904
Suburban
Basic
null
13
335
5
2022-12-14 15:21:39.263607
Average
No
Rarely
Apartment
1,697
1,186,694
29
Female
26,963
Divorced
1
High School
Employed
27.396321
Suburban
Basic
null
2
637
2
2023-09-21 15:21:39.091080
Good
Yes
Rarely
House
839
1,186,695
41
Male
17,124
Divorced
2
Bachelor's
null
8.584888
Rural
Basic
1
3
685
1
2019-11-04 15:21:39.223901
Poor
Yes
Monthly
House
1,337
1,186,696
24
Female
43,434
Married
3
Master's
null
27.068775
Suburban
Premium
1
11
null
1
2022-03-01 15:21:39.194829
Good
No
Daily
House
1,206
1,186,697
51
Male
23,757
Married
3
Bachelor's
Unemployed
35.823645
Suburban
Comprehensive
1
2
573
9
2022-10-07 15:21:39.084065
Average
No
Rarely
Apartment
557
1,186,698
37
Female
82,900
Married
0
High School
null
13.382555
Suburban
Premium
null
13
826
3
2020-01-24 15:21:39.207847
Poor
No
Rarely
House
150
1,186,699
43
Male
13,433
Divorced
2
Bachelor's
null
22.161476
Urban
Comprehensive
1
15
565
2
2020-04-17 15:21:39.194829
null
Yes
Weekly
Condo
708