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
29,800
36
Male
1,133
Divorced
0
PhD
Employed
null
Rural
Basic
0
6
573
3
2020-03-10 15:21:39.167099
Average
No
Weekly
Condo
1,363
29,801
29
Female
18,442
Married
2
Bachelor's
Unemployed
17.382235
Suburban
Premium
null
7
null
2
2023-05-02 15:21:39.223901
Average
No
Rarely
Apartment
1,604
29,802
19
Female
80,122
Divorced
3
Bachelor's
Self-Employed
41.673745
Rural
Basic
3
10
573
8
2020-07-10 15:21:39.155231
Good
No
Weekly
Apartment
115
29,803
22
Female
17,132
Single
0
High School
Unemployed
3.842088
Rural
Basic
null
11
596
6
2022-04-05 15:21:39.134960
Poor
No
Weekly
House
134
29,804
62
Female
44,984
Single
0
Master's
null
28.479836
Rural
Basic
2
1
752
5
2020-09-28 15:21:39.155231
Average
Yes
Monthly
Condo
1,673
29,805
41
Female
20,389
Single
4
Bachelor's
Self-Employed
25.80833
Rural
Premium
4
19
507
8
2022-08-16 15:21:39.217387
Poor
No
Daily
Condo
2,877
29,806
25
Female
6,097
Married
1
High School
Unemployed
44.799418
Suburban
Premium
0
3
609
4
2019-11-09 15:21:39.155231
Poor
Yes
Daily
House
523
29,807
52
Male
6,903
Divorced
2
Bachelor's
Self-Employed
44.964768
Rural
Comprehensive
0
1
null
5
2023-06-06 15:21:39.107553
Average
No
Daily
House
1,160
29,808
26
Female
null
Single
4
Master's
null
33.149517
Urban
Premium
3
10
446
2
2020-02-23 15:21:39.079128
Average
Yes
Daily
Apartment
589
29,809
58
Female
27,241
Single
2
Bachelor's
null
14.079763
Rural
Premium
1
9
696
1
2023-12-26 15:21:39.237118
Good
No
Weekly
House
20
29,810
43
Female
19,974
Married
0
Bachelor's
Employed
50.801623
Suburban
Premium
null
16
738
4
2020-07-14 15:21:39.134960
Average
No
Rarely
Condo
324
29,811
38
Female
36,271
Single
2
Bachelor's
null
12.417471
Rural
Basic
1
7
353
4
2023-06-13 15:21:39.122134
Average
No
Monthly
Apartment
1,179
29,812
62
Male
37,349
Married
3
Bachelor's
Employed
8.69709
Suburban
Comprehensive
3
8
719
3
2022-07-02 15:21:39.149731
Good
Yes
Weekly
Apartment
1,230
29,813
28
Male
25,706
Divorced
0
Master's
null
6.010977
Urban
Basic
null
12
null
6
2024-05-03 15:21:39.286113
Average
Yes
Rarely
Condo
421
29,814
56
Male
110,283
Divorced
2
PhD
null
40.917333
Urban
Premium
null
17
314
1
2019-10-21 15:21:39.223901
Good
Yes
Daily
House
2,409
29,815
40
Female
26,765
Single
0
Bachelor's
Unemployed
32.319575
Rural
Comprehensive
0
13
585
3
2022-11-07 15:21:39.097737
Poor
No
Daily
Condo
742
29,816
43
Male
8,552
Divorced
null
Bachelor's
Self-Employed
15.953952
Suburban
Comprehensive
1
8
716
6
2020-01-21 15:21:39.219432
Good
Yes
Rarely
Condo
2,490
29,817
36
Female
13,807
Single
0
PhD
Self-Employed
24.272389
Suburban
Comprehensive
1
10
744
8
2023-11-22 15:21:39.134960
Poor
Yes
Monthly
House
444
29,818
42
Female
1,558
Married
1
Master's
Self-Employed
32.064444
Urban
Comprehensive
null
14
410
9
2020-11-16 15:21:39.154008
Good
Yes
Monthly
Condo
265
29,819
20
Female
17,495
Single
3
Bachelor's
Self-Employed
8.986901
Suburban
Basic
2
6
811
7
2023-11-15 15:21:39.261856
Average
Yes
Daily
Condo
382
29,820
28
Female
22,270
Divorced
3
High School
Employed
29.614728
Suburban
Comprehensive
1
19
806
6
2021-02-11 15:21:39.204790
Poor
Yes
Daily
Condo
1,189
29,821
56
Female
44,929
Single
3
PhD
Employed
11.438568
Suburban
Basic
null
8
773
7
2022-08-03 15:21:39.226954
Good
Yes
Monthly
House
785
29,822
41
Male
25,602
Married
0
Bachelor's
null
16.944379
Suburban
Premium
null
14
null
3
2021-09-02 15:21:39.155231
Poor
No
Monthly
House
2,359
29,823
20
Female
1,299
Married
2
High School
null
null
Rural
Premium
null
18
757
4
2022-07-05 15:21:39.093681
Good
Yes
Monthly
Condo
531
29,824
24
Male
3,622
Single
2
Bachelor's
null
3.903503
Rural
Basic
2
1
444
3
2021-05-04 15:21:39.170099
Average
No
Weekly
House
1,487
29,825
33
Male
20,983
Single
3
High School
Employed
45.16144
Urban
Premium
3
7
662
5
2019-10-29 15:21:39.134960
Average
No
Weekly
Apartment
1,037
29,826
24
Male
10,094
Single
null
Bachelor's
Unemployed
41.778508
Rural
Premium
2
11
684
1
2024-08-07 15:21:39.113566
Good
No
Rarely
Apartment
1,829
29,827
22
Male
29,402
Married
2
High School
Unemployed
14.676869
Rural
Premium
null
12
725
6
2021-03-02 15:21:39.143708
Poor
Yes
Daily
House
1,489
29,828
37
Male
5,740
Married
0
High School
Unemployed
22.977644
Urban
Comprehensive
null
5
null
8
2023-08-05 15:21:39.220389
Good
Yes
Weekly
Condo
376
29,829
63
Female
43,828
Married
3
Bachelor's
null
19.128727
Urban
Comprehensive
null
1
757
7
2022-07-10 15:21:39.134960
Good
Yes
Monthly
Apartment
1,088
29,830
49
Female
null
Single
null
Bachelor's
Self-Employed
25.859239
Suburban
Basic
0
14
463
4
2021-07-28 15:21:39.097737
Good
No
Daily
Condo
45
29,831
53
Female
15,783
Married
0
PhD
Employed
19.839723
Urban
Basic
1
19
645
6
2024-03-17 15:21:39.199447
Good
No
Weekly
House
522
29,832
44
Male
14,406
Married
2
Master's
Self-Employed
30.173741
Suburban
Basic
0
18
597
9
2023-08-31 15:21:39.149731
Poor
No
Daily
House
2,100
29,833
48
Female
16,063
Married
2
High School
Employed
32.391663
Rural
Basic
0
19
692
9
2020-08-24 15:21:39.194829
Good
No
Rarely
Condo
642
29,834
23
Female
90,857
Divorced
4
PhD
null
47.332099
Urban
Basic
null
6
330
5
2023-04-08 15:21:39.230483
null
Yes
Weekly
Condo
2,548
29,835
35
Male
20,231
Divorced
2
High School
Employed
15.964189
Suburban
Comprehensive
2
10
787
8
2021-09-27 15:21:39.210805
Average
No
Weekly
House
1,218
29,836
38
Female
62,473
Single
1
Master's
Unemployed
12.243027
Suburban
Basic
null
5
324
7
2023-02-21 15:21:39.124659
Good
No
Weekly
Condo
776
29,837
51
Male
2,779
Single
1
High School
Employed
31.081359
Suburban
Basic
null
9
null
3
2019-12-03 15:21:39.256696
Good
Yes
Daily
Condo
1,211
29,838
27
Male
7,881
Single
3
Master's
Unemployed
9.839243
Suburban
Premium
null
3
515
5
2022-06-05 15:21:39.181605
Good
Yes
Monthly
House
829
29,839
29
Male
45,903
Divorced
3
PhD
Employed
20.817644
Suburban
Basic
1
9
616
5
2022-09-07 15:21:39.134960
Average
No
Weekly
Apartment
642
29,840
49
Male
39,680
Married
2
Bachelor's
null
48.998741
Rural
Basic
null
5
536
8
2022-05-02 15:21:39.130190
Good
No
Monthly
Apartment
591
29,841
24
Female
48,127
Married
1
PhD
Employed
null
Urban
Basic
null
6
null
3
2024-04-29 15:21:39.146733
Good
Yes
Monthly
Apartment
2,596
29,842
55
Male
65,995
Married
null
PhD
null
4.71165
Suburban
Comprehensive
null
1
428
5
2020-03-07 15:21:39.220389
Poor
No
Weekly
House
34
29,843
29
Female
38,216
Married
2
Bachelor's
Employed
32.010959
Urban
Comprehensive
0
11
847
6
2022-06-21 15:21:39.206847
Average
No
Rarely
Apartment
723
29,844
41
Female
839
Single
4
Master's
Unemployed
4.95823
Rural
Basic
1
2
437
3
2023-07-25 15:21:39.134960
Poor
Yes
Weekly
Apartment
562
29,845
63
Male
26,395
Married
3
Master's
Employed
29.817652
Suburban
Comprehensive
1
18
null
3
2023-01-26 15:21:39.149731
Poor
No
Monthly
House
1,253
29,846
24
Female
43,797
Divorced
2
Master's
null
29.162646
Rural
Basic
1
10
622
6
2019-08-18 15:21:39.252145
Good
Yes
Monthly
House
977
29,847
44
Female
539
Married
4
Master's
Self-Employed
31.723777
Urban
Basic
null
19
658
5
2021-01-22 15:21:39.155231
Average
No
Monthly
Condo
22
29,848
61
Female
29,190
Divorced
2
High School
null
null
Rural
Basic
2
19
519
1
2024-06-19 15:21:39.134960
Poor
Yes
Daily
Condo
2,134
29,849
58
Female
38,572
Single
3
Master's
Employed
14.286602
Urban
Premium
0
9
639
3
2022-08-28 15:21:39.155231
Poor
No
Weekly
Apartment
828
29,850
59
Female
60,777
Divorced
3
High School
Unemployed
47.223696
Rural
Basic
1
0
705
9
2024-03-14 15:21:39.166062
null
Yes
Weekly
Apartment
3,361
29,851
56
Female
815
null
2
Master's
Unemployed
33.908732
Rural
Basic
1
2
671
5
2021-02-17 15:21:39.155231
Good
No
Weekly
Apartment
474
29,852
62
Male
37,269
Single
2
High School
null
23.088848
Suburban
Comprehensive
null
4
419
8
2023-08-31 15:21:39.192212
Good
Yes
Monthly
Apartment
681
29,853
40
Male
825
null
2
High School
null
37.341863
Suburban
Comprehensive
2
17
517
4
2022-10-14 15:21:39.116179
Average
Yes
Daily
House
434
29,854
58
Female
61,049
Divorced
1
Bachelor's
Self-Employed
12.550012
Suburban
Basic
0
9
708
7
2024-02-21 15:21:39.150730
Average
Yes
Daily
Apartment
191
29,855
24
Male
26,800
Divorced
1
Bachelor's
null
10.17837
Rural
Comprehensive
3
14
597
6
2019-08-31 15:21:39.125660
Average
Yes
Monthly
Condo
943
29,856
54
Male
10,086
Single
4
High School
Employed
48.896466
Suburban
Premium
1
6
706
8
2019-11-04 15:21:39.155231
Poor
Yes
Rarely
Condo
992
29,857
56
Male
64,776
Single
1
Bachelor's
Self-Employed
26.884629
Suburban
Premium
2
3
410
6
2023-08-03 15:21:39.237118
Average
No
Weekly
Apartment
1,217
29,858
32
Male
2,592
Married
0
PhD
Self-Employed
18.858146
Suburban
Premium
2
19
607
8
2022-11-12 15:21:39.126661
Average
No
Rarely
House
1,102
29,859
45
Male
35,113
Divorced
3
PhD
Employed
25.396885
Rural
Premium
null
1
798
2
2021-06-12 15:21:39.117183
Poor
No
Daily
Condo
2,136
29,860
31
Female
37,311
Divorced
2
Master's
null
48.654472
Suburban
Basic
0
15
573
6
2021-04-13 15:21:39.259788
Good
Yes
Daily
Apartment
1,253
29,861
36
Male
30,444
Divorced
null
High School
Unemployed
29.077557
Suburban
Basic
null
11
590
9
2020-07-24 15:21:39.168099
Good
Yes
Weekly
House
536
29,862
56
Male
9,981
Divorced
3
Bachelor's
Employed
14.84321
Rural
Comprehensive
0
16
null
7
2022-03-25 15:21:39.177724
Good
Yes
Monthly
Condo
626
29,863
35
Female
27,862
Married
1
High School
Self-Employed
30.9384
Urban
Basic
null
9
493
8
2020-05-15 15:21:39.237118
Poor
Yes
Weekly
Condo
1,750
29,864
39
Female
9,224
Married
2
Bachelor's
null
33.926319
Suburban
Basic
2
3
714
8
2019-09-22 15:21:39.244069
null
Yes
Rarely
Apartment
1,363
29,865
53
Male
1,365
Divorced
1
Master's
Self-Employed
null
Suburban
Premium
null
1
617
9
2021-09-16 15:21:39.225916
Average
Yes
Daily
Apartment
890
29,866
40
Female
20,231
Divorced
0
Bachelor's
null
13.008946
Urban
Comprehensive
0
0
773
7
2023-04-03 15:21:39.155231
Poor
No
Daily
Apartment
1,647
29,867
null
Male
16,077
Divorced
2
Bachelor's
Employed
19.766259
Suburban
Comprehensive
null
3
null
6
2024-05-04 15:21:39.218388
Good
No
Weekly
Apartment
2,460
29,868
31
Female
92,626
Married
2
High School
Self-Employed
24.933771
Rural
Premium
1
12
436
3
2022-10-22 15:21:39.222387
Poor
No
Daily
Apartment
1,726
29,869
48
Male
44,333
Single
3
High School
Self-Employed
14.236817
Rural
Premium
null
4
681
3
2023-12-26 15:21:39.249100
Average
Yes
Monthly
Apartment
735
29,870
55
Female
35,113
Single
2
PhD
Self-Employed
21.652628
Urban
Basic
2
7
722
4
2019-11-27 15:21:39.192212
Poor
Yes
Weekly
House
2,033
29,871
42
Male
4,791
Married
null
Master's
Self-Employed
23.990327
Rural
Comprehensive
0
11
340
8
2020-06-24 15:21:39.169102
null
Yes
Rarely
Condo
3,027
29,872
63
Female
57,813
Single
0
PhD
null
30.397855
Suburban
Basic
1
6
645
2
2022-07-29 15:21:39.221386
Average
Yes
Monthly
House
49
29,873
22
Female
33,542
Divorced
0
High School
Employed
12.715829
Suburban
Basic
2
10
769
9
2023-03-06 15:21:39.126661
Good
Yes
Weekly
Condo
520
29,874
38
Female
2,080
Single
null
Master's
Self-Employed
20.471359
Suburban
Basic
null
16
524
6
2021-05-03 15:21:39.155231
Average
Yes
Daily
House
102
29,875
19
Male
70,733
Single
3
Bachelor's
null
13.007204
Rural
Basic
0
9
342
1
2020-04-01 15:21:39.093681
Good
Yes
Weekly
Condo
359
29,876
52
Female
30,377
Divorced
1
High School
Employed
23.701911
Rural
Comprehensive
0
3
478
9
2023-11-13 15:21:39.086123
Average
Yes
Monthly
Apartment
535
29,877
59
Female
20,571
Divorced
2
High School
Self-Employed
11.944317
Rural
Premium
null
10
null
2
2022-06-21 15:21:39.237118
Good
No
Daily
House
609
29,878
25
Female
3,009
Divorced
1
High School
null
26.168052
Suburban
Comprehensive
0
8
490
7
2019-09-23 15:21:39.133751
Average
Yes
Weekly
Condo
2,396
29,879
23
Female
18,084
Single
2
Master's
null
15.266436
Rural
Comprehensive
0
13
709
4
2024-03-16 15:21:39.134960
Average
Yes
Daily
House
1,499
29,880
61
Male
20,654
Divorced
4
High School
Employed
22.091919
Suburban
Comprehensive
null
19
524
5
2020-01-28 15:21:39.194829
Average
Yes
Monthly
House
1,102
29,881
33
Male
46,344
Divorced
3
High School
Self-Employed
29.727955
Suburban
Basic
1
18
728
6
2021-08-29 15:21:39.088124
Average
No
Weekly
Condo
1,073
29,882
53
Female
33,124
Married
1
Bachelor's
Employed
45.090431
Rural
Basic
1
13
null
8
2020-08-25 15:21:39.226954
Good
Yes
Weekly
Apartment
544
29,883
41
Female
44,293
Single
null
PhD
Employed
22.259941
Urban
Comprehensive
3
15
767
6
2022-10-04 15:21:39.289099
Good
Yes
Rarely
House
1,770
29,884
21
Male
10,048
Single
null
High School
Self-Employed
20.167802
Suburban
Basic
2
19
756
8
2019-09-10 15:21:39.191219
Poor
Yes
Daily
Apartment
757
29,885
48
Female
5,865
Married
1
Master's
null
38.22696
Urban
Comprehensive
1
9
803
9
2021-02-19 15:21:39.192212
Average
Yes
Daily
Apartment
1,501
29,886
26
Female
2,344
Single
null
PhD
Employed
11.91055
Suburban
Premium
3
5
578
7
2022-04-17 15:21:39.228521
Good
No
Weekly
House
2,087
29,887
40
Female
30,963
Single
0
Master's
null
5.185097
Rural
Basic
0
18
641
8
2020-05-14 15:21:39.121169
Average
No
Weekly
House
1,453
29,888
33
Male
72,974
Single
4
PhD
null
21.945898
Urban
Basic
1
17
643
1
2021-01-11 15:21:39.172097
Good
Yes
Monthly
House
241
29,889
37
Male
3,810
null
3
Bachelor's
Unemployed
28.596097
Suburban
Basic
2
18
813
7
2023-11-01 15:21:39.122134
Good
Yes
Monthly
House
130
29,890
31
Male
43,740
Divorced
1
High School
null
30.592321
Rural
Premium
0
15
739
1
2022-01-20 15:21:39.209847
Good
Yes
Rarely
Condo
1,264
29,891
56
Female
3,417
Single
null
Master's
Self-Employed
37.270197
Suburban
Basic
1
2
null
6
2019-11-03 15:21:39.237118
Good
Yes
Weekly
Apartment
1,091
29,892
40
Female
15,126
Divorced
0
Bachelor's
Unemployed
19.270221
Suburban
Comprehensive
null
6
641
4
2022-04-19 15:21:39.085129
Good
Yes
Daily
House
646
29,893
29
Male
48,539
Single
3
PhD
Self-Employed
37.238035
Urban
Basic
0
9
523
2
2019-10-09 15:21:39.246098
Good
Yes
Monthly
Condo
101
29,894
49
Female
60,553
Married
0
Bachelor's
null
12.140519
Rural
Basic
0
17
324
1
2021-12-15 15:21:39.144722
Good
Yes
Weekly
Condo
367
29,895
36
Male
25,573
Single
3
Bachelor's
Unemployed
17.053548
Suburban
Basic
1
6
471
1
2023-06-03 15:21:39.084065
Average
Yes
Weekly
House
645
29,896
60
Female
19,775
Divorced
null
Bachelor's
Employed
24.94784
Rural
Comprehensive
1
5
829
6
2023-09-04 15:21:39.186212
Good
Yes
Rarely
House
871
29,897
37
Male
381
Divorced
3
Master's
Unemployed
39.947471
Suburban
Comprehensive
null
10
738
3
2023-02-14 15:21:39.289099
Good
No
Weekly
House
849
29,898
38
Female
null
Single
null
High School
Self-Employed
30.908651
Urban
Premium
1
19
447
6
2019-12-13 15:21:39.269494
Average
No
Monthly
Apartment
780
29,899
37
Male
9,056
Married
4
Bachelor's
Unemployed
30.824575
Rural
Basic
2
16
797
2
2021-08-05 15:21:39.098696
Good
Yes
Monthly
Apartment
757