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
45,600
19
Male
11,569
Married
null
Master's
Self-Employed
19.917655
Urban
Comprehensive
0
16
809
6
2022-11-24 15:21:39.237118
Average
Yes
Monthly
Apartment
903
45,601
59
Female
69,915
Single
4
PhD
Unemployed
10.870712
Urban
Comprehensive
1
13
308
9
2024-01-21 15:21:39.098696
Poor
Yes
Daily
Condo
2,064
45,602
20
Male
102,343
Divorced
4
PhD
Unemployed
35.929174
Urban
Premium
0
14
565
9
2021-03-07 15:21:39.237118
Good
No
Daily
Apartment
94
45,603
20
Male
15,704
Married
4
High School
Employed
14.937405
Urban
Premium
null
11
790
4
2024-01-26 15:21:39.237118
Good
Yes
Daily
Apartment
524
45,604
50
Male
5,614
Single
0
PhD
Employed
36.87656
Urban
Comprehensive
2
7
515
8
2020-07-22 15:21:39.132191
Average
Yes
Rarely
Condo
462
45,605
29
Male
80,601
Single
3
Master's
null
21.908754
Urban
Premium
1
2
411
3
2023-08-06 15:21:39.087123
Average
Yes
Weekly
House
742
45,606
19
Female
12,365
Single
0
PhD
Self-Employed
23.278006
Rural
Premium
null
6
779
7
2024-04-27 15:21:39.200452
Average
Yes
Rarely
House
1,316
45,607
36
Female
38,217
Married
null
Master's
null
12.151071
Urban
Premium
null
0
842
5
2019-11-04 15:21:39.172097
Poor
No
Monthly
House
1,257
45,608
46
Male
140,567
Married
2
High School
Employed
52.691884
Urban
Comprehensive
0
15
728
4
2024-07-18 15:21:39.208842
Average
No
Daily
House
814
45,609
18
Female
null
Married
1
Master's
null
51.693779
Urban
Basic
0
0
822
9
2023-08-15 15:21:39.174719
Good
Yes
Monthly
Condo
1,230
45,610
51
Male
2,744
Married
4
PhD
Self-Employed
27.010981
Rural
Basic
null
1
616
6
2022-03-10 15:21:39.186212
Average
No
Weekly
Apartment
4,342
45,611
56
Female
2,588
Divorced
null
High School
Employed
null
Urban
Basic
0
7
772
5
2021-04-25 15:21:39.134960
Good
No
Daily
Apartment
1,153
45,612
35
Female
11,727
Married
3
Bachelor's
Employed
4.86833
Suburban
Comprehensive
2
11
null
2
2024-04-19 15:21:39.220389
Poor
Yes
Rarely
Apartment
453
45,613
39
Female
29,614
Divorced
1
Master's
Employed
14.172624
Rural
Comprehensive
1
8
731
2
2022-09-25 15:21:39.155231
Poor
Yes
Rarely
Apartment
811
45,614
42
Male
9,929
Married
1
High School
Self-Employed
16.990375
Urban
Premium
1
16
778
7
2023-09-12 15:21:39.144722
Good
No
Rarely
Condo
3,809
45,615
18
Male
11,631
Married
3
PhD
null
25.276571
Suburban
Premium
0
18
806
1
2023-07-31 15:21:39.147735
Good
Yes
Monthly
House
2,536
45,616
48
Male
98,988
Single
2
Bachelor's
Employed
13.929509
Rural
Basic
null
8
null
4
2019-12-11 15:21:39.192212
Poor
Yes
Weekly
Condo
2,835
45,617
28
Female
6,925
Married
2
Master's
null
27.624928
Suburban
Comprehensive
null
16
477
7
2022-02-01 15:21:39.265513
Good
Yes
Monthly
Apartment
48
45,618
43
Male
14,107
Divorced
1
Bachelor's
null
14.151441
Rural
Premium
null
0
677
6
2020-11-04 15:21:39.172097
Poor
No
Daily
House
684
45,619
38
Female
36,279
Single
4
Bachelor's
Employed
11.858282
Rural
Basic
0
8
533
7
2021-12-28 15:21:39.194829
Average
No
Rarely
Apartment
2,342
45,620
48
Male
34,374
Single
1
Master's
null
46.341086
Urban
Premium
2
15
551
3
2020-06-12 15:21:39.194829
Good
No
Monthly
Condo
3,243
45,621
39
Female
34,937
Divorced
0
Bachelor's
null
20.257719
Rural
Basic
0
2
535
3
2020-07-03 15:21:39.237118
Average
No
Daily
Apartment
241
45,622
32
Male
2,396
Married
4
PhD
null
45.054692
Rural
Premium
2
7
447
5
2021-09-25 15:21:39.130190
Poor
Yes
Weekly
House
1,444
45,623
39
Female
1,208
Divorced
4
PhD
Self-Employed
34.332649
Suburban
Premium
0
6
null
7
2019-09-21 15:21:39.155231
null
No
Monthly
Condo
1,121
45,624
52
Female
1,179
Single
2
Bachelor's
Unemployed
38.837394
Suburban
Basic
0
11
754
6
2024-08-05 15:21:39.261856
Good
No
Rarely
Apartment
2,368
45,625
26
Female
85,874
null
0
High School
Unemployed
14.615811
Urban
Premium
0
0
832
2
2023-10-21 15:21:39.124659
Poor
No
Monthly
Apartment
2,606
45,626
39
Male
3,565
Single
1
Master's
null
27.724225
Suburban
Premium
null
6
795
3
2023-07-05 15:21:39.122134
null
No
Monthly
Apartment
1,037
45,627
60
Female
8,053
Married
null
Master's
Self-Employed
34.244922
Rural
Basic
null
14
507
6
2023-12-31 15:21:39.206847
Good
No
Monthly
Apartment
576
45,628
56
Female
16,791
Single
0
PhD
Self-Employed
38.913662
Rural
Premium
2
4
755
5
2021-03-28 15:21:39.285112
Good
Yes
Daily
House
2,056
45,629
38
Female
544
Single
1
High School
Unemployed
14.737009
Urban
Premium
1
7
532
9
2022-11-30 15:21:39.252145
Poor
No
Weekly
Apartment
2,475
45,630
49
Male
15,762
Single
0
Master's
Unemployed
28.977392
Suburban
Basic
null
5
824
2
2020-04-10 15:21:39.119168
Poor
Yes
Weekly
House
538
45,631
34
Female
4,601
Married
1
PhD
Self-Employed
36.87848
Rural
Comprehensive
3
17
759
8
2022-01-12 15:21:39.237118
Good
Yes
Rarely
House
860
45,632
26
Female
7,984
Single
2
Bachelor's
null
22.827416
Rural
Comprehensive
null
4
475
7
2023-03-04 15:21:39.177724
Poor
No
Rarely
Condo
514
45,633
46
Female
58,511
Divorced
0
PhD
Unemployed
26.907963
Rural
Basic
2
19
532
1
2020-09-25 15:21:39.155231
Poor
No
Rarely
Apartment
434
45,634
59
Male
34,651
Single
3
High School
null
18.52343
Rural
Basic
2
16
null
4
2023-12-20 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,014
45,635
62
Female
3,852
Married
2
PhD
null
23.599716
Rural
Basic
3
11
790
4
2020-12-16 15:21:39.281787
Good
No
Weekly
Condo
1,194
45,636
22
Male
10,016
Single
3
PhD
null
47.965463
Urban
Comprehensive
1
7
508
9
2019-08-21 15:21:39.226954
Poor
No
Weekly
Condo
1,017
45,637
45
Female
null
Single
2
PhD
Unemployed
36.692044
Rural
Basic
0
5
370
3
2021-07-02 15:21:39.134960
Poor
No
Monthly
House
2,326
45,638
52
Male
43,901
Married
3
PhD
Self-Employed
null
Rural
Basic
1
17
394
9
2023-10-28 15:21:39.155231
Average
Yes
Monthly
Condo
1,085
45,639
32
Male
18,382
Married
0
Master's
Self-Employed
32.844363
Rural
Comprehensive
0
18
846
6
2023-06-21 15:21:39.211806
Average
No
Rarely
House
793
45,640
57
Male
16,069
Single
0
PhD
Self-Employed
15.936241
Suburban
Comprehensive
null
18
787
6
2023-12-24 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,203
45,641
37
Male
34,108
Single
3
Master's
null
34.822604
Urban
Premium
2
2
572
3
2020-10-19 15:21:39.271453
Average
No
Weekly
Apartment
825
45,642
52
Female
3,575
Single
2
PhD
null
null
Rural
Basic
0
7
370
7
2023-04-10 15:21:39.155231
Poor
Yes
Monthly
House
1,210
45,643
31
Male
31,214
Divorced
0
Bachelor's
Unemployed
17.879573
Suburban
Comprehensive
1
12
580
7
2020-06-29 15:21:39.223390
Poor
Yes
Weekly
Apartment
3,031
45,644
44
Male
19,119
Divorced
null
High School
Self-Employed
26.311745
Suburban
Comprehensive
2
5
732
4
2020-12-21 15:21:39.221386
Good
Yes
Daily
House
1,672
45,645
43
Female
null
Single
4
Master's
Employed
51.780122
Rural
Premium
null
10
690
7
2023-05-16 15:21:39.134960
Good
Yes
Daily
Apartment
845
45,646
33
Male
20,683
Single
null
PhD
null
30.173435
Suburban
Premium
null
18
836
1
2022-06-20 15:21:39.149731
Poor
Yes
Monthly
Condo
713
45,647
56
Male
18,194
Divorced
3
Master's
Employed
18.772801
Urban
Basic
0
0
321
3
2022-03-04 15:21:39.090124
Good
Yes
Rarely
Apartment
837
45,648
47
Male
58,389
Single
1
Master's
Unemployed
9.98252
Urban
Comprehensive
null
15
627
5
2022-06-04 15:21:39.261856
Poor
No
Weekly
Condo
43
45,649
23
Female
null
Married
3
Master's
Employed
19.823994
Urban
Comprehensive
null
17
null
3
2022-12-23 15:21:39.271453
Good
Yes
Rarely
Apartment
158
45,650
42
Male
49,713
Single
2
Master's
null
15.627568
Suburban
Comprehensive
null
15
383
2
2020-01-08 15:21:39.185215
Average
No
Rarely
House
2,678
45,651
50
Male
3,792
Single
4
Bachelor's
null
19.636115
Rural
Premium
null
11
552
4
2019-12-14 15:21:39.216387
Poor
No
Rarely
Apartment
1,846
45,652
64
Female
16,154
Single
1
Master's
Unemployed
40.638757
Rural
Basic
null
11
793
4
2023-06-13 15:21:39.256696
Good
Yes
Rarely
Apartment
843
45,653
38
Female
35,682
Divorced
2
Master's
Unemployed
8.696902
Rural
Comprehensive
1
17
667
8
2021-08-24 15:21:39.190215
null
No
Daily
Condo
1,736
45,654
53
Female
83,666
null
null
High School
Unemployed
19.990074
Urban
Premium
0
15
611
4
2020-12-13 15:21:39.237118
Average
No
Rarely
Apartment
2,102
45,655
63
Male
20,797
Divorced
1
Bachelor's
Employed
5.348743
Rural
Comprehensive
2
14
349
7
2021-01-12 15:21:39.176717
Good
No
Monthly
House
996
45,656
18
Male
null
Divorced
2
Master's
Employed
26.936592
Suburban
Premium
null
18
314
9
2021-12-06 15:21:39.182597
Average
No
Monthly
Condo
917
45,657
51
Female
8,894
Divorced
2
PhD
Self-Employed
39.813243
Urban
Basic
1
0
746
9
2024-07-27 15:21:39.237118
Poor
Yes
Monthly
House
49
45,658
51
Female
36,246
Married
0
High School
null
7.051754
Rural
Comprehensive
null
0
535
9
2020-10-26 15:21:39.171102
Average
No
Rarely
Apartment
611
45,659
19
Female
9,307
Divorced
4
Bachelor's
Self-Employed
5.97612
Urban
Premium
null
7
738
3
2020-12-18 15:21:39.121169
Good
Yes
Weekly
Apartment
3,829
45,660
53
Female
1,541
Divorced
4
High School
Self-Employed
53.017974
Suburban
Premium
0
9
626
4
2024-02-05 15:21:39.237118
Average
No
Rarely
Condo
564
45,661
58
Male
80,564
Single
4
Bachelor's
Employed
null
Suburban
Basic
0
2
613
9
2022-08-28 15:21:39.151732
Poor
No
Weekly
Condo
2,769
45,662
53
Male
35,239
Single
2
PhD
Employed
4.077039
Rural
Basic
2
3
372
4
2023-06-21 15:21:39.085129
Poor
Yes
Monthly
Apartment
1,056
45,663
39
Female
17,238
Divorced
4
Master's
null
28.073696
Urban
Comprehensive
null
9
678
3
2023-11-05 15:21:39.150730
Average
No
Daily
House
1,032
45,664
26
Male
8,051
Married
3
Master's
Self-Employed
24.735133
Rural
Premium
null
5
542
6
2022-11-26 15:21:39.096739
Average
Yes
Daily
House
1,480
45,665
48
Female
1,003
Divorced
2
PhD
Employed
15.843641
Rural
Basic
null
8
538
1
2023-07-15 15:21:39.089116
Poor
No
Rarely
House
110
45,666
30
Male
39,091
Divorced
2
Bachelor's
Employed
22.988893
Urban
Premium
0
17
767
2
2022-05-20 15:21:39.237118
Poor
No
Weekly
House
749
45,667
56
Female
null
Married
4
PhD
Employed
19.788564
Urban
Premium
1
14
642
9
2021-10-01 15:21:39.125660
Poor
No
Weekly
Condo
52
45,668
23
Male
29,496
Single
4
Bachelor's
Employed
21.839126
Rural
Premium
2
14
521
7
2020-04-27 15:21:39.228521
Good
Yes
Monthly
Condo
1,037
45,669
43
Female
11,615
Married
4
High School
Unemployed
26.84518
Rural
Comprehensive
null
13
332
2
2022-02-07 15:21:39.200452
Average
No
Daily
Apartment
1,548
45,670
57
Male
126,634
Married
3
Bachelor's
Unemployed
11.737143
Suburban
Premium
0
13
null
8
2021-02-04 15:21:39.252145
Average
Yes
Monthly
House
99
45,671
21
Female
13,369
Single
0
PhD
Employed
26.08286
Rural
Premium
null
0
330
5
2024-07-25 15:21:39.253660
Average
No
Rarely
Apartment
1,030
45,672
23
Female
17,852
Married
0
Bachelor's
Self-Employed
25.158802
Rural
Premium
null
10
775
6
2024-01-06 15:21:39.194829
Poor
No
Monthly
Apartment
997
45,673
41
Female
19,995
Married
2
PhD
Employed
11.552821
Rural
Basic
1
5
625
6
2023-06-12 15:21:39.237118
Poor
Yes
Rarely
House
1,508
45,674
59
Male
26,102
Married
3
PhD
Unemployed
26.572689
Rural
Premium
2
10
849
5
2024-06-06 15:21:39.122134
Good
Yes
Weekly
Condo
688
45,675
61
Male
31,495
Single
0
Master's
null
7.83872
Rural
Basic
0
7
492
2
2020-04-09 15:21:39.279729
Poor
No
Daily
Apartment
693
45,676
29
Male
6,927
Single
3
PhD
Employed
null
Urban
Comprehensive
0
1
590
9
2022-06-28 15:21:39.237118
Good
No
Monthly
Condo
1,630
45,677
null
Female
7,991
Single
4
High School
Employed
17.722107
Rural
Premium
1
0
696
7
2020-07-04 15:21:39.245086
Poor
Yes
Monthly
House
1,213
45,678
50
Female
67,713
Divorced
4
High School
Employed
13.587624
Suburban
Basic
2
9
677
1
2020-11-13 15:21:39.237118
Average
Yes
Daily
House
40
45,679
19
Female
13,853
Divorced
0
Bachelor's
Unemployed
22.772405
Suburban
Basic
0
8
null
9
2021-06-30 15:21:39.155231
Poor
Yes
Daily
Condo
113
45,680
62
Male
45,664
Divorced
3
PhD
null
8.922608
Rural
Comprehensive
1
5
454
3
2022-01-25 15:21:39.209847
Average
No
Monthly
House
571
45,681
63
Female
17,001
Single
4
Bachelor's
Unemployed
30.567282
Suburban
Premium
1
10
516
1
2021-03-26 15:21:39.261856
Poor
Yes
Rarely
Condo
784
45,682
53
Female
2,557
Married
4
Bachelor's
Self-Employed
32.627856
Rural
Premium
2
0
515
1
2021-02-09 15:21:39.094752
Poor
No
Daily
House
2,058
45,683
52
Male
108,361
Married
4
Bachelor's
Self-Employed
19.835244
Urban
Comprehensive
0
11
542
9
2022-08-24 15:21:39.155231
Average
Yes
Monthly
Condo
147
45,684
63
Female
43,898
Married
1
High School
Self-Employed
47.478902
Suburban
Premium
null
9
766
1
2020-04-05 15:21:39.175719
Poor
No
Daily
Apartment
1,332
45,685
31
Male
2,064
Divorced
3
High School
Employed
14.011019
Urban
Basic
0
16
598
1
2022-10-15 15:21:39.264504
Average
No
Daily
House
2,686
45,686
34
Female
132,745
Single
2
High School
Self-Employed
38.001647
Rural
Premium
4
19
341
1
2021-04-06 15:21:39.213373
Good
No
Rarely
Condo
1,605
45,687
55
Male
4,923
Divorced
4
Master's
Self-Employed
33.619302
Urban
Premium
2
18
493
8
2022-05-07 15:21:39.206847
Average
Yes
Daily
House
1,168
45,688
59
Male
43,712
Married
0
Master's
Unemployed
36.322815
Urban
Basic
null
2
678
2
2022-05-06 15:21:39.097737
Poor
No
Daily
Condo
814
45,689
33
Male
28,200
Single
0
Bachelor's
Unemployed
8.41334
Urban
Basic
2
0
652
5
2024-05-04 15:21:39.237118
Poor
No
Daily
Apartment
1,334
45,690
18
Female
17,098
Married
1
High School
null
44.580005
Suburban
Basic
null
15
739
6
2024-05-15 15:21:39.198406
Average
No
Weekly
Apartment
1,873
45,691
43
Female
16,092
Single
1
Master's
Self-Employed
21.06465
Urban
Comprehensive
1
3
788
6
2023-10-15 15:21:39.134960
Average
No
Monthly
Condo
456
45,692
54
Male
1,709
Single
2
PhD
Self-Employed
34.136844
Rural
Premium
2
9
784
8
2019-09-18 15:21:39.237118
Poor
Yes
Daily
Condo
1,020
45,693
56
Male
91,648
Married
null
High School
Employed
18.747846
Urban
Comprehensive
0
3
459
9
2020-01-01 15:21:39.254678
Average
Yes
Daily
House
365
45,694
54
Female
15,642
Single
3
High School
Employed
27.898252
Suburban
Basic
null
17
466
5
2024-05-29 15:21:39.120168
Average
Yes
Weekly
Apartment
616
45,695
58
Female
48,820
Divorced
2
Bachelor's
null
30.676528
Suburban
Premium
2
17
697
1
2021-07-18 15:21:39.143708
Average
No
Rarely
House
95
45,696
53
Female
28,450
Married
1
High School
Employed
15.913205
Urban
Basic
0
12
787
2
2019-11-14 15:21:39.134960
Good
Yes
Weekly
House
2,214
45,697
25
Female
17,186
Divorced
4
PhD
Employed
3.78482
Rural
Premium
1
4
517
8
2023-08-11 15:21:39.154008
Average
Yes
Weekly
Condo
632
45,698
35
Female
70,814
Divorced
4
Bachelor's
null
28.913262
Suburban
Premium
0
18
397
4
2021-12-04 15:21:39.155231
Poor
Yes
Monthly
Condo
437
45,699
46
Female
27,460
Married
4
Bachelor's
null
20.15332
Urban
Comprehensive
1
2
492
2
2022-08-23 15:21:39.192212
Poor
Yes
Weekly
Apartment
1,177