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
43,600
31
Male
16,123
Single
4
Master's
null
21.067206
Rural
Premium
0
3
839
3
2023-11-06 15:21:39.155231
Poor
Yes
Daily
House
393
43,601
20
Male
14,013
Single
2
Bachelor's
Employed
38.926193
Urban
Comprehensive
null
7
678
3
2021-03-29 15:21:39.263607
Average
No
Monthly
Apartment
2,431
43,602
63
Female
2,301
Single
2
Master's
Self-Employed
24.037251
Rural
Comprehensive
2
3
531
4
2024-04-30 15:21:39.261856
Average
Yes
Monthly
House
1,116
43,603
63
Male
67,934
Single
1
Master's
Unemployed
18.764477
Urban
Premium
3
10
509
9
2023-02-16 15:21:39.111551
Average
Yes
Daily
Condo
1,134
43,604
56
Female
null
Single
2
High School
Self-Employed
29.704558
Rural
Basic
1
17
541
7
2021-02-23 15:21:39.170099
Average
No
Monthly
Condo
45
43,605
19
Female
55,716
Divorced
2
PhD
Employed
32.945164
Urban
Comprehensive
null
16
440
5
2022-09-27 15:21:39.263607
Good
Yes
Weekly
Condo
728
43,606
36
Male
4,936
Single
3
PhD
null
18.79026
Suburban
Premium
1
16
390
4
2023-10-04 15:21:39.237118
Average
No
Daily
Apartment
1,335
43,607
null
Female
34,991
Married
4
Bachelor's
null
11.919015
Urban
Comprehensive
1
11
460
1
2020-02-10 15:21:39.283783
Good
No
Daily
Condo
541
43,608
46
Female
2,490
Divorced
4
Master's
Unemployed
51.680029
Suburban
Comprehensive
0
6
751
4
2019-10-22 15:21:39.096739
Poor
No
Monthly
Condo
582
43,609
33
Male
25,791
Single
0
Bachelor's
null
null
Urban
Premium
1
15
589
7
2022-05-25 15:21:39.132191
Average
No
Weekly
Apartment
481
43,610
23
Male
15,604
Single
3
High School
null
null
Urban
Basic
0
2
543
5
2021-12-11 15:21:39.096739
Poor
No
Weekly
Condo
556
43,611
63
Male
25,563
Divorced
3
Master's
Self-Employed
8.296411
Suburban
Basic
null
0
null
8
2020-05-29 15:21:39.211806
null
Yes
Weekly
House
822
43,612
58
Female
9,981
Divorced
2
Bachelor's
Self-Employed
4.47193
Rural
Basic
null
7
null
3
2021-11-28 15:21:39.148733
Poor
No
Daily
House
1,758
43,613
63
Female
25,548
Divorced
2
Bachelor's
null
31.566111
Suburban
Premium
null
6
632
2
2020-06-09 15:21:39.282785
Poor
No
Rarely
Condo
1,048
43,614
20
Female
3,733
Single
0
Bachelor's
null
13.827331
Rural
Comprehensive
1
6
839
7
2019-12-16 15:21:39.232526
null
Yes
Weekly
Apartment
596
43,615
55
Male
16,224
Single
null
Master's
null
9.944136
Urban
Premium
1
19
554
3
2020-09-15 15:21:39.263607
Average
No
Monthly
Condo
2,191
43,616
28
Female
29,804
Married
1
Master's
Self-Employed
11.178621
Urban
Comprehensive
null
16
null
1
2024-06-07 15:21:39.155231
Good
Yes
Weekly
House
612
43,617
44
Female
1,318
Married
4
Master's
Employed
26.132014
Suburban
Basic
1
1
464
7
2020-08-14 15:21:39.237118
Poor
Yes
Daily
House
1,042
43,618
47
Male
38,983
Divorced
1
Master's
Self-Employed
52.166439
Urban
Basic
0
18
725
2
2021-06-09 15:21:39.287115
Poor
Yes
Daily
Apartment
1,611
43,619
49
Female
13,983
Married
2
Master's
Employed
5.085143
Suburban
Premium
null
12
809
4
2020-11-16 15:21:39.134960
Poor
No
Monthly
Condo
773
43,620
55
Male
10,511
Married
3
PhD
null
35.90719
Urban
Basic
3
15
783
8
2020-08-10 15:21:39.146733
Average
No
Monthly
House
694
43,621
40
Male
28,503
Married
1
High School
Employed
25.407712
Rural
Premium
null
6
null
9
2021-07-31 15:21:39.192212
Good
Yes
Rarely
Apartment
1,094
43,622
32
Male
23,983
Married
1
Bachelor's
Self-Employed
21.715873
Rural
Premium
1
9
785
2
2022-02-18 15:21:39.117183
Good
Yes
Monthly
House
1,476
43,623
24
Male
109,970
Single
3
High School
Unemployed
43.693829
Rural
Comprehensive
null
11
449
5
2020-10-02 15:21:39.245086
Average
No
Rarely
Apartment
1,297
43,624
60
Male
36,829
Single
2
Bachelor's
null
11.801002
Urban
Comprehensive
null
4
459
4
2019-12-18 15:21:39.107553
Average
No
Rarely
Apartment
609
43,625
48
Female
23,791
Divorced
2
PhD
null
25.732188
Rural
Comprehensive
1
16
588
8
2022-11-14 15:21:39.155231
Good
No
Monthly
House
1,053
43,626
19
Male
16,649
Single
2
Master's
Unemployed
10.934397
Suburban
Premium
3
14
492
3
2024-05-10 15:21:39.237118
Good
Yes
Monthly
Condo
3,937
43,627
35
Male
18,118
Married
1
PhD
Unemployed
17.912358
Rural
Basic
null
14
596
9
2019-12-09 15:21:39.276901
Average
Yes
Weekly
House
640
43,628
38
Female
3,636
Married
null
High School
Employed
19.746641
Suburban
Premium
1
14
472
3
2023-11-16 15:21:39.183598
null
No
Daily
Apartment
101
43,629
57
Female
5,963
Married
3
Master's
Self-Employed
11.349045
Suburban
Basic
1
8
688
4
2020-07-11 15:21:39.155231
Poor
No
Monthly
Condo
524
43,630
64
Male
6,856
Single
3
Master's
Unemployed
46.936359
Suburban
Basic
1
14
567
7
2021-07-02 15:21:39.221386
Good
No
Rarely
House
892
43,631
22
Female
26,204
Single
null
PhD
Unemployed
47.457791
Rural
Premium
0
12
311
9
2020-05-21 15:21:39.123711
Poor
No
Monthly
Condo
2,173
43,632
59
Male
23,258
Married
1
Bachelor's
Employed
15.726591
Urban
Premium
1
11
495
4
2022-02-11 15:21:39.167099
Good
No
Daily
House
3,944
43,633
48
Male
2,698
Divorced
1
High School
Employed
41.342838
Urban
Basic
4
3
775
9
2022-08-12 15:21:39.166062
Good
Yes
Weekly
Condo
1,027
43,634
26
Male
48,991
Married
4
High School
Self-Employed
10.840802
Suburban
Comprehensive
1
8
405
3
2021-01-09 15:21:39.155231
Average
No
Weekly
House
4,517
43,635
52
Female
2,858
Divorced
4
High School
null
null
Suburban
Premium
null
15
463
1
2022-08-11 15:21:39.148733
Poor
Yes
Monthly
House
861
43,636
64
Male
4,531
Single
null
Bachelor's
Employed
16.415534
Suburban
Premium
3
15
null
8
2020-11-05 15:21:39.272456
Good
No
Monthly
House
2,333
43,637
21
Male
2,426
Single
1
Bachelor's
Employed
12.828226
Rural
Premium
null
12
null
7
2019-12-20 15:21:39.236064
Poor
Yes
Rarely
Apartment
507
43,638
45
Male
103,466
Single
3
Bachelor's
Employed
28.869033
Urban
Premium
null
2
382
4
2019-10-24 15:21:39.134960
Good
Yes
Daily
Apartment
1,400
43,639
61
Male
24,294
Married
0
High School
Employed
47.784602
Urban
Premium
2
11
null
9
2020-02-28 15:21:39.237118
Good
Yes
Rarely
House
614
43,640
50
Female
5,541
Single
2
Master's
null
12.53989
Rural
Basic
1
15
635
3
2021-11-02 15:21:39.185215
Good
Yes
Monthly
House
564
43,641
30
Male
133,810
Married
0
Bachelor's
Unemployed
4.27792
Suburban
Basic
2
13
null
6
2021-02-05 15:21:39.218388
Poor
No
Weekly
Apartment
2,087
43,642
28
Male
1,656
Single
1
Master's
Unemployed
18.483906
Rural
Comprehensive
3
9
337
8
2023-02-16 15:21:39.254678
null
Yes
Monthly
Apartment
1,051
43,643
54
Male
35,239
Single
1
High School
Unemployed
26.539131
Suburban
Comprehensive
1
17
794
2
2021-04-05 15:21:39.185215
Average
No
Rarely
Apartment
755
43,644
49
Male
62,909
Single
2
Bachelor's
Employed
20.696522
Urban
Basic
2
17
649
5
2022-07-11 15:21:39.117183
Good
No
Rarely
Apartment
205
43,645
54
Female
45,854
Single
4
High School
Self-Employed
15.076505
Urban
Comprehensive
null
11
433
5
2021-09-06 15:21:39.199447
Poor
Yes
Daily
Condo
352
43,646
57
Male
1,409
Divorced
3
Master's
Unemployed
20.935684
Urban
Premium
0
6
463
9
2022-01-04 15:21:39.107553
Average
No
Weekly
Apartment
557
43,647
23
Male
17,963
Divorced
0
High School
Employed
11.744381
Urban
Premium
null
2
394
8
2022-12-03 15:21:39.289099
Good
No
Daily
Condo
1,475
43,648
46
Male
25,963
Married
0
Bachelor's
null
39.470087
Rural
Comprehensive
null
10
829
9
2020-01-03 15:21:39.274993
Poor
No
Monthly
Apartment
39
43,649
53
Female
34,086
Divorced
0
Master's
Employed
19.749102
Urban
Basic
0
3
null
4
2021-07-16 15:21:39.096739
Good
No
Weekly
House
763
43,650
50
Female
35,279
Divorced
4
High School
Unemployed
32.341559
Suburban
Comprehensive
null
5
643
5
2020-11-05 15:21:39.134960
Good
No
Monthly
House
1,217
43,651
47
Female
29,585
Divorced
3
Master's
Unemployed
17.924306
Suburban
Comprehensive
null
8
645
8
2023-11-08 15:21:39.154008
Good
Yes
Daily
Condo
1,491
43,652
51
Female
18,053
Single
2
PhD
Self-Employed
20.926309
Urban
Premium
null
11
509
5
2023-10-12 15:21:39.186212
Poor
Yes
Rarely
Apartment
758
43,653
56
Male
38,435
Married
0
High School
null
25.270104
Urban
Comprehensive
null
16
845
4
2022-08-14 15:21:39.164044
Poor
Yes
Daily
House
116
43,654
54
Male
15,571
Single
3
PhD
null
48.086056
Suburban
Comprehensive
1
11
510
1
2023-03-26 15:21:39.091080
Average
Yes
Weekly
Apartment
1,455
43,655
49
Female
54,875
Married
0
Bachelor's
Self-Employed
15.634388
Urban
Premium
null
19
329
5
2021-12-22 15:21:39.155231
Good
Yes
Rarely
Apartment
718
43,656
48
Male
10,892
Single
0
High School
Unemployed
null
Urban
Basic
0
1
783
7
2019-12-03 15:21:39.175719
Average
No
Rarely
Apartment
668
43,657
60
Male
60,255
Single
2
PhD
Employed
30.674859
Rural
Premium
1
11
471
1
2024-08-02 15:21:39.202448
Average
Yes
Rarely
House
76
43,658
28
Female
924
Divorced
4
Bachelor's
null
null
Suburban
Premium
null
2
null
6
2021-01-21 15:21:39.134960
Average
Yes
Daily
Apartment
467
43,659
30
Male
462
Married
3
Master's
null
20.481712
Suburban
Premium
2
9
null
8
2021-06-05 15:21:39.155231
Average
No
Weekly
Apartment
1,470
43,660
19
Male
53,386
Single
1
High School
Self-Employed
null
Suburban
Basic
3
11
581
5
2021-07-09 15:21:39.134960
Good
No
Daily
Apartment
150
43,661
52
Female
45,903
Single
4
Master's
null
30.705713
Suburban
Comprehensive
2
18
648
3
2024-05-26 15:21:39.226954
null
No
Monthly
Condo
1,383
43,662
25
Male
15,142
Married
4
PhD
null
31.906272
Suburban
Premium
null
12
787
7
2021-02-14 15:21:39.186212
null
No
Daily
Condo
803
43,663
46
Female
24,894
Married
0
Master's
Self-Employed
12.764326
Rural
Basic
null
8
782
1
2021-12-07 15:21:39.283783
Average
Yes
Rarely
House
471
43,664
56
Female
5,818
Divorced
3
Bachelor's
Self-Employed
37.257924
Suburban
Comprehensive
null
7
673
9
2021-01-28 15:21:39.235012
Good
Yes
Weekly
Condo
1,438
43,665
30
Female
30,546
Divorced
2
High School
Self-Employed
35.98496
Suburban
Basic
null
16
563
2
2022-09-25 15:21:39.237118
Average
Yes
Daily
House
1,485
43,666
57
Male
33,191
Married
1
High School
Self-Employed
12.449812
Suburban
Basic
null
2
834
4
2021-12-10 15:21:39.134960
Poor
No
Monthly
Condo
1,195
43,667
23
Female
81,090
Divorced
4
Bachelor's
Unemployed
null
Rural
Basic
1
13
481
8
2021-07-25 15:21:39.155231
Average
No
Rarely
Apartment
715
43,668
45
Female
34,492
Single
3
High School
null
9.859433
Suburban
Comprehensive
0
4
306
6
2020-02-24 15:21:39.125660
Poor
No
Weekly
Apartment
736
43,669
42
Male
11,618
Divorced
1
PhD
Self-Employed
17.965178
Rural
Comprehensive
1
10
488
3
2023-06-29 15:21:39.214388
Good
Yes
Weekly
House
888
43,670
63
Female
25,249
Divorced
1
Master's
null
28.944462
Suburban
Premium
1
15
479
7
2023-06-01 15:21:39.287115
Poor
No
Rarely
Apartment
1,329
43,671
45
Female
25,602
Divorced
1
Bachelor's
Self-Employed
44.361665
Urban
Premium
2
16
762
3
2021-04-10 15:21:39.257696
Good
Yes
Monthly
Apartment
3,434
43,672
62
Female
46,175
Divorced
2
Bachelor's
Self-Employed
12.802582
Suburban
Basic
null
8
null
3
2021-04-01 15:21:39.115178
Good
Yes
Rarely
Apartment
71
43,673
62
Male
16,097
Married
2
Bachelor's
null
32.144566
Urban
Comprehensive
3
11
659
9
2021-10-19 15:21:39.271453
Average
No
Rarely
Apartment
1,765
43,674
47
Female
111,932
Single
3
Master's
Unemployed
30.14137
Urban
Premium
1
15
336
7
2021-06-07 15:21:39.114118
Poor
Yes
Rarely
Apartment
811
43,675
44
Female
2,904
Divorced
2
High School
null
null
Rural
Basic
null
6
null
4
2024-05-15 15:21:39.082499
Poor
Yes
Weekly
House
963
43,676
64
Female
51,350
Divorced
2
PhD
null
43.813338
Rural
Premium
2
14
607
6
2021-08-10 15:21:39.170099
Good
Yes
Rarely
Condo
2,136
43,677
60
Male
27,778
Married
2
Master's
Unemployed
31.494038
Rural
Premium
1
7
824
7
2024-03-15 15:21:39.102694
Average
No
Daily
House
2,004
43,678
44
Female
36,224
Married
3
Master's
Unemployed
29.099633
Suburban
Basic
2
19
839
1
2020-01-20 15:21:39.201446
Poor
Yes
Daily
Condo
356
43,679
54
Male
44,747
Divorced
0
PhD
Self-Employed
27.382729
Rural
Premium
0
17
815
5
2023-12-27 15:21:39.274993
Poor
No
Monthly
Condo
963
43,680
27
Male
523
Single
1
PhD
Self-Employed
18.4494
Rural
Premium
2
8
675
7
2023-04-16 15:21:39.134960
Good
No
Daily
Condo
1,187
43,681
38
Male
114,701
Single
0
High School
Self-Employed
18.739082
Urban
Comprehensive
null
11
null
7
2022-06-27 15:21:39.155231
Poor
No
Monthly
Apartment
403
43,682
43
Male
1,608
Married
1
High School
null
14.624589
Urban
Premium
1
19
null
8
2023-11-07 15:21:39.265513
Good
Yes
Monthly
House
2,853
43,683
37
Male
79,851
Single
2
PhD
Self-Employed
19.818169
Rural
Premium
2
2
802
5
2020-02-22 15:21:39.091080
Average
Yes
Rarely
Condo
101
43,684
30
Female
null
Divorced
1
Bachelor's
Self-Employed
32.054508
Rural
Premium
0
18
572
1
2021-10-20 15:21:39.134960
Average
Yes
Rarely
Condo
266
43,685
19
Female
20,892
Single
1
Master's
null
26.510849
Rural
Premium
2
10
599
2
2022-11-05 15:21:39.237118
Average
No
Weekly
House
1,360
43,686
41
Male
35,660
Divorced
4
PhD
null
33.694407
Rural
Premium
1
16
667
6
2024-02-07 15:21:39.235012
Poor
Yes
Daily
Apartment
1,298
43,687
35
Male
6,864
Divorced
4
Master's
Self-Employed
5.674865
Urban
Premium
0
4
null
3
2019-11-09 15:21:39.131192
Poor
No
Rarely
House
602
43,688
45
Male
9,053
Divorced
1
Bachelor's
Unemployed
null
Rural
Basic
1
5
731
3
2021-09-08 15:21:39.134960
Good
Yes
Monthly
House
724
43,689
21
Female
38,411
Divorced
2
Bachelor's
Employed
36.32273
Rural
Comprehensive
null
6
null
6
2021-11-25 15:21:39.154008
Poor
No
Monthly
Apartment
1,215
43,690
19
Male
13,570
Divorced
2
PhD
Self-Employed
22.822236
Urban
Premium
2
2
458
4
2023-07-19 15:21:39.219432
Average
Yes
Daily
Apartment
1,151
43,691
42
Male
70,250
Married
null
PhD
Self-Employed
14.938403
Suburban
Comprehensive
2
12
null
9
2020-02-14 15:21:39.237118
Good
No
Rarely
Apartment
2,050
43,692
60
Male
5,296
Single
1
Master's
Self-Employed
29.994128
Urban
Comprehensive
1
14
677
2
2020-05-29 15:21:39.269494
Poor
No
Monthly
House
29
43,693
58
Male
18,415
Single
4
PhD
Unemployed
28.35344
Rural
Premium
1
1
590
2
2024-07-06 15:21:39.155231
Average
No
Monthly
Condo
728
43,694
51
Male
5,935
Divorced
4
High School
Employed
13.623324
Rural
Comprehensive
0
6
666
2
2019-11-28 15:21:39.079128
Average
Yes
Rarely
House
2,660
43,695
21
Female
94,728
Married
null
High School
null
28.723147
Urban
Basic
0
2
null
4
2024-03-02 15:21:39.126661
Good
Yes
Rarely
Condo
420
43,696
39
Female
122,319
Single
null
Master's
null
16.149626
Urban
Basic
null
0
324
8
2021-03-27 15:21:39.190215
Poor
Yes
Weekly
Condo
2,545
43,697
52
Male
27,425
Single
2
High School
null
null
Rural
Premium
1
10
818
1
2021-07-13 15:21:39.278402
Good
Yes
Rarely
Condo
951
43,698
42
Male
44,588
Married
3
PhD
null
30.987924
Rural
Basic
null
13
730
7
2023-09-17 15:21:39.254678
Good
No
Rarely
House
1,859
43,699
21
Female
17,891
Married
3
PhD
Self-Employed
13.087293
Urban
Premium
1
7
566
1
2020-02-15 15:21:39.134960
Good
No
Monthly
Apartment
939