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
15,100
47
Male
44,393
Single
3
PhD
Unemployed
5.332096
Suburban
Comprehensive
null
10
493
6
2021-03-20 15:21:39.288099
Average
No
Rarely
Condo
749
15,101
30
Female
15,983
Single
1
Master's
Unemployed
6.823012
Urban
Comprehensive
1
4
645
2
2020-08-21 15:21:39.181605
Average
Yes
Monthly
Apartment
635
15,102
37
Male
1,170
Married
2
High School
Unemployed
31.646437
Suburban
Comprehensive
1
15
467
2
2024-06-07 15:21:39.155231
Average
Yes
Monthly
House
1,801
15,103
32
Female
1,567
Married
2
High School
Employed
9.567792
Urban
Premium
3
16
null
1
2022-03-06 15:21:39.180553
Poor
Yes
Weekly
House
818
15,104
40
Male
60,144
Single
3
Bachelor's
Employed
15.940868
Urban
Comprehensive
2
8
657
6
2020-04-10 15:21:39.092127
Good
No
Weekly
House
284
15,105
58
Male
83,311
Single
2
PhD
Self-Employed
38.395419
Suburban
Basic
1
9
408
2
2021-01-27 15:21:39.229482
Poor
Yes
Weekly
Condo
49
15,106
33
Female
88
Single
2
PhD
Employed
15.310661
Urban
Premium
null
1
603
5
2021-10-21 15:21:39.286113
Poor
Yes
Weekly
Condo
1,204
15,107
63
Male
13,807
Married
0
PhD
Self-Employed
24.272389
Rural
Comprehensive
1
1
744
2
2023-06-01 15:21:39.154008
Good
Yes
Monthly
Condo
834
15,108
53
Female
3,837
Married
4
Bachelor's
Unemployed
9.29963
Rural
Comprehensive
1
0
841
3
2022-01-16 15:21:39.191219
Average
Yes
Weekly
Condo
23
15,109
45
Male
3,718
Divorced
1
PhD
Unemployed
10.813508
Rural
Premium
2
17
null
2
2021-04-12 15:21:39.134960
Good
No
Rarely
House
1,551
15,110
18
Male
46,420
Divorced
4
PhD
null
37.283016
Suburban
Premium
0
11
401
8
2021-02-27 15:21:39.196387
Average
No
Monthly
Condo
4,043
15,111
61
Female
25,003
Single
3
High School
Self-Employed
null
Urban
Premium
2
0
634
8
2023-01-31 15:21:39.134960
Average
Yes
Rarely
Apartment
635
15,112
41
Female
42,930
Married
2
High School
Self-Employed
23.361145
Suburban
Comprehensive
2
5
839
7
2023-07-19 15:21:39.155231
Poor
Yes
Rarely
Condo
863
15,113
47
Female
58,843
Single
2
High School
Unemployed
32.598058
Suburban
Premium
0
14
383
7
2022-09-29 15:21:39.215386
Good
No
Rarely
House
1,729
15,114
24
Male
2,688
Divorced
0
High School
Unemployed
26.560419
Suburban
Basic
2
10
null
5
2020-11-09 15:21:39.192212
Poor
No
Weekly
House
1,489
15,115
22
Male
22,882
Divorced
2
Master's
null
9.012074
Urban
Premium
2
1
795
5
2021-12-07 15:21:39.134960
Good
No
Weekly
Condo
1,346
15,116
36
Male
43,840
Married
0
High School
Employed
7.705844
Urban
Basic
2
10
557
7
2020-04-09 15:21:39.223901
Poor
Yes
Weekly
House
819
15,117
55
Female
36,500
Married
3
Master's
null
7.186761
Urban
Premium
null
12
524
5
2020-11-28 15:21:39.093681
Average
Yes
Daily
House
238
15,118
19
Male
38
Single
3
Bachelor's
Employed
26.299563
Urban
Basic
0
19
621
6
2024-08-06 15:21:39.134960
Average
Yes
Monthly
House
2,748
15,119
31
Female
6,924
Divorced
2
Master's
Employed
18.843645
Urban
Premium
0
2
677
5
2021-10-06 15:21:39.079128
Poor
No
Weekly
House
821
15,120
39
Male
81,144
Single
0
Master's
Employed
29.823462
Rural
Basic
0
11
679
8
2021-11-16 15:21:39.155231
Average
Yes
Rarely
Condo
101
15,121
19
Female
43,485
Married
4
PhD
Unemployed
11.058291
Urban
Basic
1
10
677
9
2020-08-05 15:21:39.237118
Average
No
Daily
Apartment
1,408
15,122
21
Male
8,096
Married
3
High School
Employed
7.817845
Rural
Comprehensive
3
10
636
3
2020-03-02 15:21:39.134960
Average
No
Rarely
Apartment
906
15,123
40
Male
2,551
Single
2
PhD
Unemployed
31.923608
Urban
Comprehensive
2
3
null
7
2020-09-18 15:21:39.237118
Good
No
Weekly
House
3,149
15,124
59
Male
5,056
Single
4
Bachelor's
null
14.715688
Suburban
Premium
1
8
830
1
2021-11-15 15:21:39.283783
Good
No
Daily
Condo
2,357
15,125
56
Female
80,985
Married
0
PhD
null
29.177585
Rural
Basic
null
18
433
6
2020-08-26 15:21:39.155231
null
No
Daily
House
774
15,126
24
Female
28,215
Divorced
1
Master's
null
39.671113
Urban
Premium
0
3
534
8
2023-02-23 15:21:39.237118
Average
Yes
Rarely
House
1,518
15,127
60
Male
27,791
Married
0
Bachelor's
null
12.682074
Rural
Basic
1
19
844
7
2020-03-18 15:21:39.082499
Average
No
Daily
House
1,285
15,128
26
Male
2,778
Married
0
PhD
Unemployed
10.934754
Urban
Comprehensive
null
12
553
4
2020-10-07 15:21:39.105504
Average
No
Monthly
Condo
37
15,129
39
Female
29,483
Married
3
High School
null
5.435734
Suburban
Premium
1
18
634
8
2021-06-02 15:21:39.256696
Good
Yes
Rarely
House
1,209
15,130
62
Male
34,689
Single
null
Bachelor's
Self-Employed
20.64287
Rural
Comprehensive
null
7
578
3
2022-04-28 15:21:39.243823
Good
No
Rarely
House
815
15,131
63
Male
134,464
Single
4
High School
Unemployed
34.717124
Suburban
Basic
2
5
null
2
2024-03-02 15:21:39.228521
null
No
Monthly
Condo
1,053
15,132
24
Female
40,951
Divorced
3
PhD
Employed
34.271326
Rural
Comprehensive
1
3
null
2
2023-09-21 15:21:39.095696
Average
No
Daily
House
839
15,133
41
Female
18,382
Divorced
4
PhD
null
49.965602
Urban
Basic
null
9
693
2
2020-07-01 15:21:39.155231
Poor
Yes
Monthly
Apartment
20
15,134
37
Male
38,665
Single
3
Master's
Self-Employed
28.977647
Urban
Basic
1
19
592
8
2020-05-20 15:21:39.167099
Average
No
Rarely
Apartment
694
15,135
28
Female
120,536
Married
2
High School
Self-Employed
27.673522
Suburban
Premium
1
18
514
7
2020-08-12 15:21:39.237118
Poor
Yes
Daily
House
327
15,136
62
Male
93,460
Divorced
3
High School
Employed
34.822121
Urban
Premium
0
13
563
7
2020-04-28 15:21:39.237118
Poor
Yes
Rarely
Apartment
32
15,137
51
Female
712
Divorced
4
Master's
null
16.813138
Suburban
Comprehensive
2
17
844
1
2021-07-28 15:21:39.173834
Poor
No
Daily
Condo
830
15,138
60
Male
43,018
Married
4
High School
Unemployed
7.262203
Suburban
Premium
null
3
786
5
2019-11-12 15:21:39.226954
Good
Yes
Weekly
Apartment
542
15,139
24
Male
50,907
Single
2
Bachelor's
null
39.453889
Rural
Premium
null
7
379
4
2024-08-13 15:21:39.134960
Good
Yes
Daily
House
1,878
15,140
39
Male
34,309
Divorced
1
Bachelor's
null
9.946144
Rural
Premium
null
13
null
6
2024-02-29 15:21:39.093681
Poor
Yes
Daily
Apartment
975
15,141
35
Male
19,677
Single
3
Bachelor's
Self-Employed
36.066886
Rural
Comprehensive
null
16
null
7
2022-10-24 15:21:39.286113
null
Yes
Monthly
Apartment
661
15,142
39
Male
25,170
Single
3
PhD
Unemployed
14.152861
Rural
Premium
null
3
754
3
2020-06-18 15:21:39.134960
null
No
Weekly
Condo
692
15,143
59
Female
63,348
Married
1
Bachelor's
Self-Employed
18.16321
Rural
Basic
1
17
331
7
2021-09-07 15:21:39.237118
Poor
No
Daily
Condo
303
15,144
53
Male
149,613
Single
3
Bachelor's
Self-Employed
10.169942
Rural
Comprehensive
0
6
393
3
2019-10-17 15:21:39.093681
Poor
No
Monthly
Apartment
1,281
15,145
39
Male
123,480
Single
4
Master's
Unemployed
13.624875
Suburban
Basic
1
10
458
3
2024-03-19 15:21:39.280784
Good
No
Rarely
House
286
15,146
32
Male
17,561
Divorced
2
Bachelor's
Employed
38.935448
Rural
Comprehensive
0
10
845
2
2021-12-24 15:21:39.274993
Average
No
Monthly
Apartment
1,160
15,147
48
Male
32,937
Married
4
Master's
Unemployed
24.95536
Rural
Premium
0
14
null
1
2020-12-29 15:21:39.134960
Good
Yes
Rarely
Apartment
526
15,148
42
Female
142,350
Married
1
PhD
Employed
29.05661
Suburban
Comprehensive
null
1
728
9
2021-05-31 15:21:39.134960
Good
Yes
Rarely
House
366
15,149
40
Female
24,761
Divorced
1
Master's
Unemployed
45.494743
Suburban
Premium
null
13
821
5
2024-03-19 15:21:39.237118
Good
No
Daily
Apartment
1,209
15,150
41
Male
3,818
Divorced
3
Bachelor's
Unemployed
40.772487
Rural
Comprehensive
1
5
482
9
2023-05-14 15:21:39.276901
Average
No
Rarely
House
955
15,151
49
Female
137,565
Single
3
High School
Employed
22.776779
Suburban
Comprehensive
0
16
null
9
2021-12-30 15:21:39.282785
Good
No
Rarely
Condo
97
15,152
24
Female
26,553
Married
1
Bachelor's
null
40.122991
Suburban
Comprehensive
0
13
784
7
2022-07-06 15:21:39.273973
Poor
No
Monthly
Apartment
1,888
15,153
54
Male
15,696
Divorced
3
Master's
Employed
23.05814
Urban
Basic
null
13
783
2
2024-06-09 15:21:39.155231
Good
Yes
Monthly
Condo
1,563
15,154
38
Male
52,727
Divorced
0
PhD
Self-Employed
null
Suburban
Premium
0
10
509
3
2023-06-02 15:21:39.182597
Average
No
Rarely
Apartment
678
15,155
31
Female
41,002
Married
2
Master's
Employed
37.677734
Suburban
Comprehensive
null
2
729
6
2022-12-21 15:21:39.172097
Good
No
Rarely
Apartment
1,854
15,156
41
Female
3,520
Divorced
4
High School
Employed
18.848171
Suburban
Basic
3
5
539
1
2020-06-05 15:21:39.134960
Average
Yes
Rarely
Condo
622
15,157
50
Male
5,963
Single
2
Master's
null
40.503369
Urban
Basic
null
17
339
9
2024-05-29 15:21:39.274993
Good
No
Monthly
House
581
15,158
40
Male
4,075
Single
1
Master's
Self-Employed
22.979504
Suburban
Comprehensive
null
11
424
5
2021-04-10 15:21:39.225916
Average
Yes
Daily
Apartment
930
15,159
61
Male
14,084
Married
4
Bachelor's
null
24.924322
Rural
Comprehensive
1
1
776
1
2023-05-02 15:21:39.155231
Good
No
Daily
House
567
15,160
29
Female
5,788
Married
3
High School
Unemployed
23.268726
Suburban
Premium
1
15
778
8
2022-09-23 15:21:39.155231
Good
No
Monthly
Apartment
693
15,161
55
Male
120,557
Single
0
Master's
Self-Employed
29.761583
Rural
Comprehensive
2
2
672
4
2022-11-25 15:21:39.218388
Average
Yes
Daily
Apartment
84
15,162
48
Female
18,405
Married
0
High School
null
18.552314
Rural
Premium
null
18
null
8
2021-05-10 15:21:39.281787
Poor
Yes
Daily
House
647
15,163
54
Female
107,880
Single
3
Master's
Employed
37.898668
Urban
Premium
3
6
593
3
2021-09-10 15:21:39.248098
Average
Yes
Daily
Apartment
2,339
15,164
64
Female
1,604
Single
null
High School
null
32.550086
Suburban
Basic
2
0
618
5
2024-03-22 15:21:39.254678
Good
Yes
Monthly
Condo
1,817
15,165
18
Male
38,119
Divorced
1
Master's
Unemployed
46.495764
Rural
Premium
1
11
647
8
2022-07-29 15:21:39.281787
Good
Yes
Monthly
Apartment
1,772
15,166
45
Male
8,791
Divorced
0
Master's
Employed
33.918558
Suburban
Basic
1
4
753
3
2023-01-29 15:21:39.134960
Average
No
Daily
Apartment
705
15,167
55
Female
43,938
Single
null
Master's
Employed
47.508084
Suburban
Premium
1
13
488
7
2024-08-07 15:21:39.155231
Average
No
Monthly
Condo
1,053
15,168
20
Male
3,815
Divorced
3
High School
null
45.751384
Rural
Comprehensive
3
17
542
4
2021-04-08 15:21:39.181605
Average
No
Rarely
House
1,449
15,169
51
Male
1,877
Divorced
0
Bachelor's
Self-Employed
24.202217
Rural
Basic
0
19
null
5
2019-11-08 15:21:39.264504
null
Yes
Daily
Condo
1,134
15,170
39
Male
34,310
Divorced
2
Master's
Employed
43.996026
Urban
Premium
0
7
786
7
2024-03-31 15:21:39.193945
Good
Yes
Rarely
House
786
15,171
61
Male
61,844
Divorced
3
High School
null
36.33237
Urban
Basic
3
17
615
1
2020-10-02 15:21:39.100695
Poor
No
Rarely
Apartment
2,359
15,172
28
Male
24,163
Married
0
PhD
Employed
26.536538
Urban
Comprehensive
0
14
316
8
2022-07-16 15:21:39.167099
null
Yes
Daily
House
3,514
15,173
59
Male
27,112
Divorced
0
Bachelor's
Self-Employed
41.828326
Rural
Premium
0
7
754
5
2023-02-11 15:21:39.094752
Average
Yes
Rarely
Condo
1,153
15,174
33
Male
35,668
Married
null
PhD
null
35.591469
Suburban
Basic
3
2
null
1
2022-03-19 15:21:39.091080
Poor
No
Rarely
Apartment
2,567
15,175
41
Male
36,231
Married
2
Master's
Self-Employed
27.390601
Suburban
Basic
1
6
765
6
2020-04-23 15:21:39.134960
Good
Yes
Rarely
Condo
874
15,176
42
Female
18,347
Divorced
2
PhD
Self-Employed
28.764421
Rural
Comprehensive
0
2
391
7
2023-05-29 15:21:39.080440
Good
Yes
Rarely
House
1,186
15,177
34
Male
43,714
Married
3
Master's
Self-Employed
12.930851
Suburban
Comprehensive
null
18
658
9
2021-09-03 15:21:39.155231
Good
Yes
Rarely
House
571
15,178
32
Male
16,671
Married
null
PhD
Unemployed
9.774817
Rural
Comprehensive
1
14
765
9
2020-12-20 15:21:39.134960
Poor
No
Weekly
Condo
2,416
15,179
61
Male
788
Divorced
2
PhD
Unemployed
34.722741
Rural
Comprehensive
1
7
565
3
2023-09-17 15:21:39.271453
Average
Yes
Monthly
Apartment
2,271
15,180
29
Male
11,936
Divorced
3
Bachelor's
Self-Employed
46.076994
Urban
Basic
1
18
null
1
2023-04-13 15:21:39.237118
Poor
No
Monthly
Condo
1,042
15,181
45
Female
6,042
Married
1
Bachelor's
Self-Employed
37.64626
Suburban
Comprehensive
1
9
849
6
2020-08-29 15:21:39.233998
Good
Yes
Monthly
Condo
33
15,182
54
Male
13,565
Married
3
Master's
null
16.42873
Rural
Premium
null
0
760
7
2019-12-17 15:21:39.225916
Average
Yes
Monthly
Condo
1,849
15,183
56
Female
66,894
Married
2
Master's
Self-Employed
24.837988
Suburban
Comprehensive
2
5
578
6
2024-01-31 15:21:39.134960
Good
No
Weekly
Condo
1,979
15,184
53
Female
113,933
Divorced
3
PhD
Unemployed
null
Suburban
Basic
null
17
null
8
2021-09-22 15:21:39.134960
Poor
Yes
Monthly
Condo
1,869
15,185
52
Male
12,074
Divorced
2
Master's
null
23.419948
Urban
Comprehensive
1
11
793
2
2022-07-17 15:21:39.092127
Poor
Yes
Monthly
House
653
15,186
37
Male
11,057
Married
3
Bachelor's
Self-Employed
22.606813
Urban
Basic
1
16
631
5
2019-10-21 15:21:39.283783
Poor
Yes
Rarely
Condo
1,640
15,187
39
Female
10,976
Divorced
4
Master's
Unemployed
18.056611
Rural
Premium
0
19
578
5
2020-03-04 15:21:39.232526
null
No
Daily
House
348
15,188
61
Female
70,568
Single
3
Master's
Unemployed
35.57177
Suburban
Basic
1
17
382
9
2021-11-17 15:21:39.152732
Good
Yes
Weekly
Condo
2,144
15,189
34
Male
13,897
Divorced
4
Master's
Self-Employed
36.114904
Urban
Premium
null
11
691
7
2022-06-27 15:21:39.251142
Average
No
Rarely
Apartment
1,037
15,190
61
Male
10,067
Divorced
0
Bachelor's
Employed
30.088919
Rural
Basic
2
1
696
8
2023-09-11 15:21:39.237118
Good
No
Weekly
Apartment
45
15,191
30
Female
8,056
Married
4
High School
null
17.084237
Urban
Premium
0
7
null
7
2020-08-24 15:21:39.134960
Poor
Yes
Monthly
House
893
15,192
42
Female
52,772
Divorced
3
PhD
Employed
17.938349
Urban
Premium
null
12
404
3
2022-02-06 15:21:39.111551
Good
No
Weekly
House
293
15,193
50
Male
11,410
Divorced
4
PhD
Self-Employed
26.643876
Rural
Comprehensive
null
8
602
5
2022-11-26 15:21:39.244069
Poor
No
Weekly
Apartment
2,698
15,194
62
Male
12,608
Single
3
Bachelor's
null
31.285946
Urban
Basic
1
17
752
9
2022-10-07 15:21:39.088124
Poor
Yes
Weekly
Apartment
29
15,195
36
Female
1,420
Single
2
PhD
null
null
Suburban
Premium
1
0
null
6
2021-04-12 15:21:39.155231
Poor
No
Weekly
Apartment
894
15,196
30
Male
2,371
Divorced
1
Master's
null
31.816176
Suburban
Comprehensive
null
14
575
6
2023-01-09 15:21:39.098696
Average
Yes
Daily
Condo
150
15,197
64
Female
16,124
Single
4
High School
Self-Employed
6.638589
Rural
Basic
0
9
636
1
2021-12-28 15:21:39.155231
Poor
No
Rarely
House
1,158
15,198
62
Female
6,959
Divorced
0
High School
null
49.728545
Urban
Basic
null
18
591
9
2019-08-25 15:21:39.115178
Good
Yes
Monthly
Apartment
724
15,199
40
Female
1,885
Single
4
High School
Self-Employed
43.240189
Urban
Comprehensive
null
5
746
5
2022-11-07 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,077