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
46,800
24
Male
4,938
Divorced
1
PhD
Unemployed
null
Urban
Comprehensive
2
2
685
2
2022-05-25 15:21:39.261856
Good
No
Daily
House
556
46,801
41
Female
24,214
Divorced
null
Master's
null
14.282655
Suburban
Comprehensive
null
12
820
8
2020-04-06 15:21:39.283783
Good
Yes
Daily
Condo
828
46,802
52
Female
97,967
Married
4
Bachelor's
Employed
47.076086
Suburban
Comprehensive
null
16
null
1
2020-12-29 15:21:39.270454
Poor
Yes
Rarely
Condo
45
46,803
22
Female
30,779
Married
0
High School
Unemployed
45.664378
Urban
Comprehensive
1
3
847
6
2022-08-03 15:21:39.192212
Poor
Yes
Weekly
Condo
885
46,804
35
Female
68,410
Single
null
PhD
Self-Employed
21.804967
Suburban
Premium
3
8
467
6
2020-09-26 15:21:39.134960
Average
No
Monthly
Condo
2,131
46,805
40
Male
34,239
Divorced
3
Master's
Employed
39.556508
Suburban
Basic
null
9
346
6
2021-04-21 15:21:39.087123
Good
No
Daily
Apartment
717
46,806
35
Male
51,391
Divorced
3
High School
null
42.250091
Rural
Comprehensive
0
0
618
3
2020-03-03 15:21:39.146733
Good
Yes
Weekly
Apartment
139
46,807
21
Female
88,040
Married
4
Master's
Employed
45.074153
Suburban
Basic
1
10
769
2
2020-12-10 15:21:39.091080
Good
Yes
Weekly
Apartment
397
46,808
30
Male
1,598
Single
3
High School
Unemployed
49.011337
Suburban
Basic
1
3
636
9
2020-09-06 15:21:39.175719
Good
No
Daily
House
2,340
46,809
29
Male
18,059
Single
null
Bachelor's
Unemployed
35.933119
Urban
Basic
null
0
796
8
2022-07-09 15:21:39.134960
Average
Yes
Rarely
Apartment
939
46,810
41
Male
44,775
Divorced
4
High School
null
20.185817
Rural
Premium
3
18
720
4
2024-05-20 15:21:39.172097
Good
Yes
Weekly
Apartment
690
46,811
26
Male
28,408
Married
1
Bachelor's
Unemployed
null
Rural
Basic
null
2
735
7
2021-12-05 15:21:39.081504
Good
No
Monthly
Apartment
28
46,812
46
Female
102,042
Married
1
Master's
Unemployed
17.521305
Suburban
Basic
null
18
393
1
2021-08-24 15:21:39.273973
Poor
Yes
Rarely
Condo
469
46,813
45
Male
1,520
null
null
Master's
null
17.244821
Urban
Comprehensive
null
3
578
3
2024-07-13 15:21:39.113566
Poor
Yes
Weekly
Apartment
493
46,814
56
Male
13,983
Married
3
Master's
null
5.591916
Urban
Premium
1
12
849
1
2020-04-10 15:21:39.274993
Good
Yes
Rarely
Apartment
643
46,815
31
Female
17,553
Married
null
High School
Employed
40.058142
Rural
Comprehensive
null
1
552
4
2023-09-13 15:21:39.247098
Poor
Yes
Monthly
House
1,106
46,816
28
Female
1,642
Married
2
High School
Self-Employed
16.097776
Rural
Basic
2
15
838
8
2020-05-27 15:21:39.186212
Good
Yes
Rarely
Apartment
35
46,817
38
Female
29,892
Married
1
Bachelor's
Employed
10.929674
Rural
Basic
null
0
741
6
2020-12-22 15:21:39.172097
Poor
Yes
Rarely
Condo
654
46,818
49
Male
17,450
Married
0
Bachelor's
Employed
51.828162
Urban
Basic
0
12
null
8
2022-01-03 15:21:39.278402
Poor
No
Monthly
Apartment
2,382
46,819
47
Male
109,908
Married
1
Master's
Self-Employed
36.442358
Urban
Premium
0
14
620
5
2021-09-06 15:21:39.261856
Poor
No
Weekly
House
394
46,820
null
Female
33,221
Divorced
4
High School
Unemployed
7.657203
Urban
Comprehensive
1
18
609
7
2020-06-10 15:21:39.180553
Poor
Yes
Rarely
House
817
46,821
24
Female
10,881
Married
1
PhD
null
26.693068
Rural
Premium
0
19
848
3
2021-05-09 15:21:39.188220
Average
No
Daily
Condo
712
46,822
31
Male
6,078
Divorced
2
High School
Self-Employed
25.611371
Suburban
Basic
null
5
609
9
2022-05-01 15:21:39.185215
Average
No
Rarely
House
641
46,823
55
Female
2,586
Single
3
Bachelor's
Self-Employed
31.053193
Rural
Comprehensive
null
13
568
3
2021-12-21 15:21:39.237118
null
No
Monthly
Condo
568
46,824
31
Male
40,485
Single
4
Master's
Self-Employed
15.148813
Urban
Basic
null
11
775
1
2021-06-23 15:21:39.237118
Average
Yes
Monthly
Apartment
637
46,825
50
Male
17
Single
3
Master's
Self-Employed
16.73745
Urban
Premium
2
15
818
3
2020-06-25 15:21:39.120168
Good
Yes
Rarely
Condo
749
46,826
40
Female
1,277
Divorced
2
High School
null
29.072828
Suburban
Comprehensive
1
14
652
6
2022-04-22 15:21:39.155231
null
Yes
Monthly
Apartment
2,196
46,827
31
Male
2,981
Single
1
Master's
null
13.270614
Rural
Basic
2
8
749
2
2023-04-09 15:21:39.249100
Poor
Yes
Rarely
Apartment
1,156
46,828
55
Male
26,681
Divorced
null
High School
Self-Employed
44.738271
Rural
Comprehensive
null
16
532
9
2020-12-30 15:21:39.155231
Average
Yes
Weekly
Apartment
1,136
46,829
21
Female
83,871
Divorced
3
Bachelor's
Self-Employed
20.848301
Suburban
Premium
null
13
486
2
2020-03-30 15:21:39.245086
Average
No
Monthly
Apartment
150
46,830
58
Male
5,865
Single
2
High School
Self-Employed
37.03825
Suburban
Comprehensive
1
14
null
7
2020-08-26 15:21:39.181605
Good
No
Rarely
Condo
1,571
46,831
61
Female
2,691
Single
4
High School
Self-Employed
17.927796
Rural
Premium
null
7
697
7
2022-08-28 15:21:39.173834
Good
Yes
Rarely
Apartment
2,952
46,832
48
Female
15,163
Single
2
High School
Self-Employed
40.694112
Suburban
Comprehensive
2
15
611
2
2023-05-10 15:21:39.199447
Good
No
Weekly
Apartment
556
46,833
null
Female
44,959
Divorced
4
Master's
Employed
3.545469
Suburban
Premium
1
15
453
9
2023-03-05 15:21:39.130190
Good
Yes
Monthly
Condo
2,061
46,834
22
Male
17,842
Divorced
2
Bachelor's
Employed
19.945748
Urban
Comprehensive
1
10
466
9
2021-06-22 15:21:39.172097
Average
No
Weekly
Apartment
1,836
46,835
54
Female
29,453
Single
null
Bachelor's
Employed
42.084888
Suburban
Comprehensive
null
0
null
5
2021-12-22 15:21:39.134960
Average
No
Daily
House
2,063
46,836
45
Female
40,863
Divorced
1
Master's
null
19.632802
Suburban
Comprehensive
null
8
null
8
2021-02-16 15:21:39.134960
Average
No
Weekly
Apartment
882
46,837
41
Male
5,525
Divorced
4
Bachelor's
null
12.174487
Suburban
Comprehensive
1
16
null
9
2021-05-01 15:21:39.154008
Average
No
Monthly
Condo
736
46,838
26
Male
4,941
Single
4
PhD
null
26.762645
Rural
Premium
null
9
479
1
2019-09-01 15:21:39.096739
Good
No
Rarely
Apartment
362
46,839
37
Female
57
Married
0
PhD
Unemployed
7.739017
Suburban
Comprehensive
0
12
667
1
2020-06-30 15:21:39.092127
Poor
No
Rarely
House
1,408
46,840
28
Female
10,312
Single
2
High School
null
4.974371
Rural
Comprehensive
null
7
607
1
2023-02-24 15:21:39.213373
Average
Yes
Weekly
Apartment
358
46,841
57
Male
8,737
Single
2
PhD
Unemployed
25.979223
Rural
Comprehensive
null
12
591
8
2023-05-31 15:21:39.080440
Good
No
Rarely
House
301
46,842
41
Male
25,268
Divorced
0
Bachelor's
Self-Employed
27.6364
Urban
Comprehensive
null
17
null
5
2021-11-25 15:21:39.186212
Average
Yes
Weekly
Apartment
514
46,843
50
Male
15,274
Married
1
Master's
Self-Employed
39.084035
Urban
Basic
0
2
442
1
2022-01-02 15:21:39.096739
Poor
Yes
Monthly
Condo
1,745
46,844
22
Male
16,233
Divorced
4
Bachelor's
Employed
42.286926
Rural
Comprehensive
1
7
522
8
2024-01-17 15:21:39.089116
Poor
No
Rarely
House
589
46,845
43
Male
58,813
Single
4
High School
Unemployed
18.784748
Rural
Basic
0
10
766
8
2021-07-15 15:21:39.134960
Poor
No
Monthly
Apartment
356
46,846
21
Female
16,962
Divorced
3
Master's
Self-Employed
13.449719
Urban
Comprehensive
1
18
787
1
2024-03-25 15:21:39.118178
Average
Yes
Daily
Apartment
1,537
46,847
45
Female
5,932
Married
3
Master's
Unemployed
20.977704
Suburban
Premium
1
14
594
9
2022-02-12 15:21:39.194829
Poor
Yes
Weekly
House
1,145
46,848
32
Female
61,635
Divorced
1
PhD
null
15.964818
Rural
Comprehensive
null
19
328
5
2024-03-23 15:21:39.183598
Average
No
Weekly
House
657
46,849
29
Female
50,597
Divorced
2
PhD
Self-Employed
17.392943
Suburban
Basic
2
5
519
5
2023-03-27 15:21:39.134960
Poor
Yes
Weekly
Condo
1,875
46,850
36
Female
39,155
Divorced
2
PhD
Unemployed
26.030634
Urban
Comprehensive
0
17
454
2
2020-03-01 15:21:39.120168
Good
No
Weekly
Apartment
857
46,851
61
Male
2,965
Divorced
2
High School
null
20.912082
Rural
Premium
0
7
472
5
2022-10-22 15:21:39.115178
Average
Yes
Daily
Apartment
923
46,852
36
Male
49,878
Single
4
Bachelor's
null
27.293652
Rural
Premium
1
5
532
2
2021-02-24 15:21:39.279729
Good
No
Weekly
Condo
202
46,853
49
Female
6,880
Single
0
High School
Employed
26.594097
Suburban
Basic
null
6
791
1
2021-12-08 15:21:39.134960
Good
No
Monthly
Apartment
843
46,854
31
Female
104,472
Married
2
High School
Self-Employed
21.844461
Urban
Comprehensive
2
2
579
9
2023-08-14 15:21:39.190215
Poor
Yes
Daily
Apartment
242
46,855
54
Female
1,316
Single
0
Bachelor's
Unemployed
32.037292
Urban
Premium
null
7
775
1
2021-08-28 15:21:39.134960
null
No
Weekly
Apartment
33
46,856
28
Male
1,153
Divorced
1
PhD
null
11.405764
Rural
Basic
4
8
834
8
2021-07-26 15:21:39.167099
Good
No
Weekly
Condo
857
46,857
44
Male
1,694
Married
0
Bachelor's
Unemployed
28.799635
Urban
Premium
0
14
491
2
2022-07-29 15:21:39.081504
Poor
No
Weekly
Apartment
565
46,858
28
Female
40,489
Divorced
0
Master's
Self-Employed
28.238037
Rural
Premium
0
5
null
5
2023-08-01 15:21:39.220389
Poor
Yes
Daily
Condo
662
46,859
62
Male
132,900
Married
2
High School
null
22.647879
Suburban
Basic
2
17
null
6
2020-07-27 15:21:39.134960
Good
Yes
Rarely
Condo
30
46,860
57
Female
138,714
Married
4
Bachelor's
Employed
50.524933
Urban
Premium
null
15
619
8
2023-03-24 15:21:39.080184
Good
No
Daily
Apartment
2,664
46,861
44
Male
5,879
Married
2
Bachelor's
Self-Employed
27.013656
Rural
Premium
2
9
451
6
2024-04-05 15:21:39.094752
Poor
Yes
Monthly
Apartment
1,295
46,862
40
Female
28,307
Married
3
Bachelor's
Employed
51.63359
Urban
Comprehensive
null
9
523
5
2020-11-10 15:21:39.192212
Average
No
Weekly
Apartment
1,434
46,863
59
Male
18,942
Divorced
1
Bachelor's
Employed
18.838839
Urban
Basic
null
19
603
8
2021-10-22 15:21:39.098696
Average
Yes
Monthly
Apartment
474
46,864
27
Female
21,783
Divorced
4
Master's
Unemployed
12.07991
Urban
Premium
1
14
713
1
2019-09-15 15:21:39.102694
Poor
Yes
Monthly
Condo
680
46,865
39
Male
23,983
Married
4
PhD
null
14.670137
Suburban
Comprehensive
3
3
739
8
2021-08-01 15:21:39.155231
Average
No
Monthly
Apartment
855
46,866
49
Female
27,732
Single
3
Master's
Employed
39.169987
Urban
Comprehensive
2
11
null
6
2021-08-01 15:21:39.218388
Poor
No
Rarely
House
581
46,867
39
Male
37,539
Married
1
Master's
Self-Employed
21.79242
Suburban
Premium
0
2
537
9
2023-04-27 15:21:39.122134
Poor
Yes
Weekly
Apartment
101
46,868
58
Male
14,084
Single
0
Master's
Self-Employed
23.39363
Urban
Premium
1
5
692
4
2022-09-13 15:21:39.134960
Good
No
Daily
House
657
46,869
44
Male
36,140
Divorced
4
PhD
Self-Employed
23.964755
Suburban
Basic
1
13
383
7
2021-09-19 15:21:39.134960
Good
Yes
Weekly
Apartment
1,704
46,870
18
Male
29,862
Divorced
1
PhD
Self-Employed
21.782456
Urban
Premium
0
16
711
5
2022-05-06 15:21:39.268507
Good
No
Rarely
Condo
2,098
46,871
27
Female
4,025
Married
4
Bachelor's
Unemployed
39.068427
Rural
Premium
null
6
null
1
2019-09-18 15:21:39.134960
null
Yes
Daily
Condo
1,579
46,872
28
Male
3,323
Single
null
Bachelor's
null
17.277867
Suburban
Premium
null
3
390
9
2021-07-21 15:21:39.272456
Good
No
Daily
Condo
963
46,873
55
Male
29,368
Divorced
null
PhD
Unemployed
20.826189
Rural
Comprehensive
3
14
629
4
2021-03-03 15:21:39.134960
Poor
No
Daily
House
961
46,874
41
Female
2,482
Single
3
Master's
null
19.065659
Rural
Comprehensive
1
0
825
3
2022-07-20 15:21:39.134960
Average
Yes
Monthly
Apartment
2,749
46,875
63
Male
39,724
Single
4
Bachelor's
Employed
27.636538
Urban
Comprehensive
null
13
647
4
2020-02-03 15:21:39.247098
Average
Yes
Monthly
Condo
1,331
46,876
50
Female
17,310
Single
2
PhD
Self-Employed
11.654145
Suburban
Premium
null
13
765
4
2020-10-18 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,317
46,877
51
Female
25,672
Married
1
Bachelor's
Unemployed
9.161417
Suburban
Premium
null
18
466
8
2023-12-19 15:21:39.192212
Poor
Yes
Rarely
House
532
46,878
41
Female
17,086
Single
1
Bachelor's
Unemployed
33.619557
Rural
Basic
0
7
586
4
2022-09-06 15:21:39.276901
Poor
No
Daily
Apartment
542
46,879
22
Male
36,246
Single
0
Bachelor's
null
12.865491
Urban
Comprehensive
1
6
793
5
2023-10-29 15:21:39.134960
Average
No
Weekly
Apartment
449
46,880
27
Female
18,094
Married
3
Master's
Unemployed
48.39678
Urban
Comprehensive
0
0
null
6
2023-06-14 15:21:39.280784
Poor
No
Daily
House
464
46,881
20
Male
2,473
Divorced
null
Master's
null
19.937161
Rural
Premium
1
6
null
3
2019-12-01 15:21:39.263607
Poor
No
Rarely
House
327
46,882
42
Female
87,795
Married
2
High School
Employed
22.715873
Urban
Basic
null
4
322
5
2023-10-23 15:21:39.282785
Good
No
Rarely
House
435
46,883
35
Male
27,499
Single
2
Bachelor's
Employed
null
Rural
Basic
2
14
null
6
2023-05-11 15:21:39.251142
Average
No
Monthly
Apartment
2,296
46,884
64
Male
20,687
Single
3
High School
null
10.778832
Suburban
Basic
1
6
796
4
2024-02-16 15:21:39.079128
Poor
Yes
Monthly
Apartment
1,602
46,885
38
Male
3,795
Divorced
4
High School
null
12.91446
Suburban
Basic
1
4
300
3
2024-06-21 15:21:39.134960
Good
No
Daily
House
201
46,886
61
Male
11,661
Single
2
High School
Employed
18.494293
Urban
Basic
null
15
807
2
2024-06-05 15:21:39.106582
Poor
Yes
Rarely
Apartment
439
46,887
61
Male
25,136
Single
1
Master's
Self-Employed
11.637639
Rural
Premium
null
18
null
2
2020-08-11 15:21:39.206847
Poor
Yes
Daily
House
1,088
46,888
44
Male
26,668
Divorced
4
Bachelor's
null
6.924584
Rural
Basic
0
1
775
1
2022-10-13 15:21:39.109552
Good
Yes
Rarely
Apartment
1,104
46,889
61
Male
40,803
Divorced
2
Master's
null
null
Rural
Comprehensive
0
4
null
4
2022-09-01 15:21:39.237118
null
No
Daily
Apartment
1,393
46,890
39
Male
40,681
Divorced
1
Master's
Unemployed
22.330312
Suburban
Basic
null
19
607
1
2023-01-05 15:21:39.088124
Average
No
Weekly
Condo
387
46,891
26
Male
1,540
Married
0
Bachelor's
null
null
Rural
Basic
null
18
307
9
2022-04-29 15:21:39.236064
Poor
No
Weekly
Apartment
2,144
46,892
35
Male
7,147
Married
1
PhD
null
17.992255
Suburban
Basic
0
16
null
6
2024-05-17 15:21:39.185215
Average
No
Monthly
Apartment
119
46,893
45
Male
7,076
Divorced
0
PhD
Self-Employed
7.894467
Rural
Basic
null
1
724
7
2023-10-30 15:21:39.278402
Poor
No
Monthly
Apartment
3,863
46,894
50
Female
1,260
Single
null
Bachelor's
Unemployed
51.849183
Urban
Basic
null
10
639
5
2020-02-07 15:21:39.209847
Average
No
Weekly
Condo
473
46,895
39
Male
28,198
Married
null
High School
Employed
25.898871
Suburban
Comprehensive
1
19
489
5
2022-08-06 15:21:39.102694
Average
No
Daily
Apartment
522
46,896
31
Female
1,313
Married
3
Master's
Self-Employed
22.504993
Rural
Comprehensive
null
11
810
7
2022-10-02 15:21:39.171102
Average
No
Daily
Apartment
198
46,897
32
Female
12,285
Married
0
Master's
null
22.979066
Suburban
Comprehensive
null
6
null
1
2022-11-22 15:21:39.207847
Poor
No
Rarely
Apartment
1,121
46,898
28
Male
31,492
Divorced
2
PhD
null
17.634373
Suburban
Premium
1
3
766
8
2020-01-19 15:21:39.155231
Good
Yes
Rarely
Apartment
718
46,899
47
Female
1,853
Married
2
Bachelor's
Unemployed
null
Urban
Comprehensive
null
0
670
9
2024-05-20 15:21:39.188220
Poor
No
Monthly
House
3,160