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
49,100
42
Female
3,775
Divorced
null
High School
Employed
14.697829
Suburban
Comprehensive
1
5
null
4
2023-03-30 15:21:39.096739
Good
No
Rarely
House
34
49,101
21
Male
47,921
Divorced
1
PhD
Self-Employed
17.948318
Suburban
Premium
0
3
null
2
2021-05-03 15:21:39.229482
Poor
Yes
Rarely
Apartment
142
49,102
50
Female
6,775
Single
null
Bachelor's
Unemployed
7.925937
Suburban
Comprehensive
0
1
null
1
2019-09-02 15:21:39.125660
Good
No
Weekly
House
1,684
49,103
48
Female
2,076
Single
0
Bachelor's
Unemployed
29.409997
Rural
Comprehensive
0
12
373
1
2024-05-21 15:21:39.149731
Good
No
Daily
Apartment
828
49,104
47
Male
20,989
Divorced
null
Master's
null
23.167565
Suburban
Comprehensive
null
19
null
7
2024-05-10 15:21:39.194829
Poor
No
Rarely
Apartment
1,764
49,105
37
Male
115,933
Married
3
PhD
Self-Employed
8.275534
Suburban
Premium
2
12
340
9
2020-11-22 15:21:39.155231
Good
Yes
Rarely
Apartment
1,061
49,106
32
Male
27,111
Divorced
0
Master's
Self-Employed
24.737119
Urban
Basic
2
13
308
8
2021-08-19 15:21:39.209847
Good
No
Weekly
Apartment
881
49,107
40
Male
4,514
Divorced
null
Bachelor's
Employed
19.664427
Urban
Basic
null
1
336
8
2023-12-10 15:21:39.166062
Good
No
Weekly
Apartment
566
49,108
54
Male
39,042
Single
2
Bachelor's
Self-Employed
36.91886
Urban
Basic
1
16
638
3
2020-02-09 15:21:39.237118
Average
No
Rarely
Apartment
543
49,109
27
Female
4,942
Single
1
PhD
null
17.894417
Suburban
Basic
null
12
485
1
2021-06-11 15:21:39.187211
Poor
Yes
Weekly
Apartment
1,132
49,110
41
Female
15,791
Married
3
PhD
null
47.922632
Suburban
Basic
1
10
775
4
2022-09-10 15:21:39.261856
Poor
No
Weekly
House
1,251
49,111
59
Male
93,689
Divorced
1
Master's
null
38.535724
Suburban
Basic
null
19
410
5
2021-12-04 15:21:39.290098
Poor
Yes
Daily
Apartment
84
49,112
29
Male
15,126
Divorced
0
High School
Unemployed
8.063089
Suburban
Premium
0
4
492
8
2021-12-18 15:21:39.197445
null
Yes
Monthly
Condo
1,034
49,113
63
Male
44,775
Single
3
Master's
null
12.099001
Urban
Premium
1
15
null
9
2021-07-18 15:21:39.281787
Good
Yes
Monthly
Condo
532
49,114
28
Female
48,929
Married
0
PhD
null
22.773673
Urban
Basic
null
3
652
3
2023-09-08 15:21:39.254678
Average
Yes
Rarely
House
254
49,115
37
Female
1,146
Single
2
Bachelor's
Unemployed
52.773709
Suburban
Premium
null
11
770
6
2022-07-30 15:21:39.134960
Good
No
Weekly
House
911
49,116
45
Female
6,837
Married
2
Bachelor's
Employed
16.283547
Urban
Basic
1
5
745
6
2020-04-24 15:21:39.148733
Poor
No
Weekly
Condo
762
49,117
43
Male
132,923
Married
2
Bachelor's
null
39.896291
Urban
Comprehensive
1
6
626
8
2023-11-12 15:21:39.134960
Poor
No
Rarely
Apartment
245
49,118
63
Male
14,083
Married
2
High School
Unemployed
13.637259
Suburban
Premium
0
11
510
2
2024-02-11 15:21:39.261856
null
No
Monthly
House
587
49,119
49
Male
12,074
Divorced
1
High School
null
15.838107
Urban
Premium
null
5
522
1
2021-07-29 15:21:39.155231
Poor
No
Monthly
Condo
1,119
49,120
61
Male
37,190
Divorced
4
High School
null
19.717136
Rural
Premium
3
3
null
5
2023-02-22 15:21:39.084065
Poor
Yes
Daily
House
182
49,121
40
Female
45,412
Single
1
Master's
null
20.368749
Urban
Basic
null
19
791
5
2024-08-09 15:21:39.228521
Good
Yes
Monthly
Condo
912
49,122
54
Female
2,784
Married
2
Bachelor's
Self-Employed
24.366745
Rural
Premium
2
14
694
1
2021-11-09 15:21:39.132191
Poor
Yes
Daily
Apartment
25
49,123
50
Male
8,058
Single
0
PhD
Employed
null
Urban
Comprehensive
1
14
638
1
2022-09-20 15:21:39.134960
Average
No
Daily
House
588
49,124
44
Female
2,591
Married
4
Bachelor's
Self-Employed
3.752478
Rural
Basic
0
18
326
8
2021-01-09 15:21:39.088124
Good
Yes
Rarely
Condo
461
49,125
32
Male
27,147
Married
2
Bachelor's
Employed
34.700093
Urban
Premium
2
6
328
1
2022-01-22 15:21:39.130190
Poor
Yes
Daily
Condo
3,288
49,126
58
Female
39,746
Married
4
High School
null
40.844475
Urban
Premium
null
10
436
5
2023-05-28 15:21:39.181605
Poor
No
Monthly
House
3,767
49,127
21
Male
27,108
Divorced
0
Master's
Self-Employed
15.927053
Rural
Comprehensive
1
1
709
6
2021-12-10 15:21:39.246098
Average
Yes
Weekly
Condo
1,616
49,128
43
Female
17,961
Married
1
Master's
Self-Employed
21.677963
Urban
Basic
null
11
342
4
2021-09-25 15:21:39.085129
Good
No
Daily
House
861
49,129
54
Male
49,740
Divorced
1
High School
Self-Employed
49.824193
Urban
Premium
1
5
442
2
2020-05-28 15:21:39.254678
Poor
No
Daily
House
1,251
49,130
23
Female
3,167
Divorced
4
High School
null
20.848152
Rural
Basic
1
9
797
9
2020-11-18 15:21:39.170099
Poor
No
Daily
House
1,876
49,131
54
Female
44,290
Single
0
High School
Self-Employed
14.947101
Urban
Basic
1
7
736
2
2021-01-12 15:21:39.166062
Poor
No
Monthly
House
1,388
49,132
54
Female
58,859
Single
1
PhD
null
18.393628
Urban
Comprehensive
0
7
823
2
2021-06-30 15:21:39.236064
Poor
No
Daily
Apartment
81
49,133
55
Female
35,668
Single
2
Master's
null
26.65645
Rural
Comprehensive
null
10
647
5
2023-10-27 15:21:39.155231
Average
No
Weekly
House
3,075
49,134
63
Male
12,631
Married
3
High School
Unemployed
11.308345
Suburban
Basic
1
19
null
9
2023-02-26 15:21:39.283783
Good
Yes
Weekly
House
107
49,135
64
Male
8,864
Divorced
2
Master's
Unemployed
20.84875
Urban
Comprehensive
1
15
647
3
2024-06-13 15:21:39.223390
Poor
Yes
Weekly
Apartment
431
49,136
53
Female
64,864
Married
2
Master's
Self-Employed
34.279878
Rural
Basic
2
6
400
8
2024-07-14 15:21:39.087123
Good
No
Weekly
Condo
473
49,137
64
Male
6,096
Divorced
4
PhD
null
32.33505
Suburban
Basic
1
7
687
1
2023-12-12 15:21:39.271453
Average
Yes
Monthly
Apartment
441
49,138
45
Female
26,962
Single
1
High School
null
17.72328
Rural
Comprehensive
1
15
794
4
2023-11-17 15:21:39.149731
Poor
Yes
Monthly
Condo
3,384
49,139
40
Male
2,689
Divorced
4
Master's
null
9.755017
Urban
Basic
null
17
519
5
2023-03-12 15:21:39.246098
Poor
No
Monthly
Apartment
22
49,140
34
Male
522
Married
1
PhD
Self-Employed
14.362294
Urban
Basic
null
19
783
8
2021-12-27 15:21:39.093681
Poor
No
Monthly
Condo
417
49,141
53
Male
79,104
Single
4
Bachelor's
Unemployed
16.148959
Suburban
Basic
null
3
333
7
2022-06-20 15:21:39.172097
Average
No
Monthly
Condo
186
49,142
44
Female
61,418
Single
0
High School
Self-Employed
18.076675
Suburban
Premium
null
7
449
2
2021-10-08 15:21:39.092127
Poor
No
Weekly
House
1,357
49,143
33
Female
25,850
Married
0
High School
Unemployed
38.183911
Urban
Premium
1
0
796
2
2024-02-15 15:21:39.155231
Poor
No
Rarely
Condo
735
49,144
51
Male
13,881
Single
3
High School
null
47.011309
Rural
Premium
2
15
829
6
2024-05-16 15:21:39.286113
Poor
Yes
Monthly
Condo
27
49,145
32
Male
143,681
Single
4
Bachelor's
Unemployed
10.834769
Suburban
Comprehensive
null
12
763
1
2023-05-29 15:21:39.191219
Good
Yes
Weekly
Apartment
320
49,146
56
Male
53,902
Divorced
3
Bachelor's
Unemployed
39.524312
Suburban
Premium
null
4
418
7
2024-05-31 15:21:39.134960
Good
No
Weekly
House
921
49,147
28
Male
17,748
Married
4
High School
null
26.158215
Urban
Comprehensive
null
2
325
6
2023-07-02 15:21:39.174719
Average
No
Daily
Apartment
531
49,148
26
Female
71,716
Single
4
Master's
Self-Employed
20.879731
Urban
Basic
0
10
395
8
2021-05-08 15:21:39.254678
Poor
Yes
Monthly
House
1,178
49,149
19
Male
7,098
Married
4
Master's
null
21.088846
Urban
Basic
null
11
716
2
2020-01-27 15:21:39.254678
Poor
Yes
Rarely
Apartment
29
49,150
30
Female
26,296
Single
null
High School
Self-Employed
22.835773
Rural
Premium
2
9
672
6
2020-01-13 15:21:39.096739
Average
No
Monthly
Condo
528
49,151
40
Female
15,959
Divorced
0
Master's
Unemployed
28.964603
Urban
Comprehensive
2
0
730
3
2021-07-31 15:21:39.093681
Average
Yes
Daily
Apartment
35
49,152
58
Male
6,934
Married
3
High School
Self-Employed
7.738696
Urban
Premium
2
2
382
8
2020-09-21 15:21:39.091080
Poor
No
Rarely
Apartment
2,816
49,153
41
Male
14,095
Married
2
High School
Unemployed
30.924763
Suburban
Basic
null
9
793
6
2023-10-13 15:21:39.276901
Poor
No
Rarely
Condo
1,059
49,154
46
Male
1,325
Married
0
PhD
null
null
Urban
Basic
null
16
703
8
2023-08-16 15:21:39.194829
Average
No
Rarely
Condo
485
49,155
19
Male
1,627
Divorced
0
Master's
null
7.18269
Suburban
Comprehensive
1
4
495
4
2021-02-19 15:21:39.134960
Average
Yes
Daily
Condo
1,980
49,156
62
Female
33,184
Married
3
Bachelor's
null
20.824307
Suburban
Basic
null
6
688
4
2023-12-02 15:21:39.079128
Good
Yes
Weekly
Apartment
1,219
49,157
50
Male
55,794
Divorced
4
High School
Employed
24.417602
Rural
Comprehensive
3
7
null
4
2019-10-24 15:21:39.106582
Average
No
Weekly
Condo
2,585
49,158
58
Male
90,515
Married
2
PhD
null
12.58361
Rural
Basic
1
4
417
8
2021-12-15 15:21:39.131192
Poor
No
Weekly
House
121
49,159
38
Male
15,320
Married
3
Bachelor's
Unemployed
23.63689
Suburban
Comprehensive
2
15
498
7
2021-01-21 15:21:39.218388
Average
Yes
Rarely
Apartment
59
49,160
25
Female
23,331
Married
2
High School
Employed
17.901468
Suburban
Basic
null
10
731
9
2020-11-06 15:21:39.274993
null
No
Daily
Condo
2,417
49,161
40
Male
38,959
Married
3
High School
Unemployed
45.262706
Suburban
Comprehensive
1
5
720
2
2022-07-16 15:21:39.166062
Good
Yes
Daily
House
1,613
49,162
33
Female
15,556
Divorced
0
Bachelor's
null
36.014674
Rural
Basic
2
15
497
8
2024-01-01 15:21:39.152732
Poor
Yes
Weekly
Condo
1,056
49,163
55
Male
39,744
Divorced
0
Bachelor's
Self-Employed
27.203337
Suburban
Premium
1
5
687
3
2023-01-14 15:21:39.182597
Poor
Yes
Rarely
House
107
49,164
51
Male
54,621
Divorced
0
High School
Unemployed
13.817626
Urban
Premium
2
19
779
7
2024-05-30 15:21:39.257696
Poor
No
Weekly
Condo
370
49,165
54
Male
545
Single
4
Master's
Self-Employed
15.723682
Suburban
Comprehensive
2
18
576
8
2022-03-02 15:21:39.226954
Good
Yes
Monthly
House
755
49,166
41
Female
37,752
Single
3
Master's
null
15.087387
Rural
Premium
0
18
547
6
2024-01-26 15:21:39.167099
Poor
No
Weekly
Condo
1,799
49,167
38
Female
99,819
Single
null
PhD
Self-Employed
null
Rural
Premium
3
18
515
3
2021-05-24 15:21:39.285112
Average
No
Rarely
House
30
49,168
35
Male
20,276
Divorced
4
Master's
Unemployed
39.882651
Urban
Basic
null
18
810
9
2024-02-01 15:21:39.268507
Poor
No
Daily
House
2,772
49,169
40
Male
14,051
Married
0
High School
Employed
25.285326
Suburban
Comprehensive
0
12
null
2
2023-03-17 15:21:39.246098
Poor
No
Daily
Condo
646
49,170
33
Male
30,375
Single
null
Bachelor's
null
16.880165
Rural
Basic
0
9
628
8
2021-06-01 15:21:39.194829
Good
Yes
Monthly
House
394
49,171
61
Male
121,175
Divorced
1
High School
Employed
23.703783
Rural
Comprehensive
0
12
426
1
2023-09-18 15:21:39.152732
Poor
No
Weekly
House
1,369
49,172
52
Female
22,677
Divorced
2
PhD
null
26.27579
Urban
Premium
null
9
456
8
2023-02-23 15:21:39.249100
Poor
No
Daily
Condo
208
49,173
53
Male
4,417
Married
4
PhD
null
null
Urban
Basic
null
5
833
5
2024-05-02 15:21:39.130190
Good
No
Weekly
House
1,869
49,174
27
Female
7,837
Divorced
2
Bachelor's
Self-Employed
48.479892
Rural
Premium
0
16
487
8
2023-04-17 15:21:39.205850
Poor
No
Monthly
House
626
49,175
55
Male
109,880
Divorced
3
PhD
null
44.221037
Urban
Premium
null
16
492
3
2022-08-22 15:21:39.237118
Poor
Yes
Weekly
Condo
3,238
49,176
27
Female
4,913
Single
4
Bachelor's
Self-Employed
42.270121
Suburban
Comprehensive
2
0
null
1
2020-11-08 15:21:39.131192
Good
Yes
Daily
Condo
638
49,177
38
Male
43,882
Divorced
4
High School
null
10.776982
Suburban
Comprehensive
null
19
327
6
2021-08-10 15:21:39.283783
Poor
Yes
Weekly
Apartment
971
49,178
38
Female
31,254
Married
null
Master's
Employed
16.152491
Rural
Basic
0
3
524
4
2019-10-30 15:21:39.152732
Poor
Yes
Rarely
House
1,779
49,179
58
Male
4,814
Single
4
High School
Unemployed
null
Urban
Comprehensive
0
16
676
8
2023-10-24 15:21:39.258696
Good
No
Daily
Apartment
689
49,180
54
Male
31,317
Divorced
2
Bachelor's
Employed
11.054304
Suburban
Premium
0
4
735
7
2021-08-11 15:21:39.197445
Good
Yes
Monthly
House
777
49,181
30
Female
30,562
Married
1
PhD
Unemployed
6.464615
Suburban
Basic
null
19
712
3
2023-06-01 15:21:39.271453
Poor
No
Rarely
Apartment
443
49,182
39
Male
84,501
Single
1
Master's
Self-Employed
15.883389
Rural
Premium
0
19
449
3
2020-08-31 15:21:39.248098
Average
Yes
Daily
Condo
1,827
49,183
30
Male
27,447
Divorced
1
Master's
null
15.857321
Suburban
Premium
1
16
639
2
2021-09-19 15:21:39.175719
Average
No
Monthly
Apartment
1,893
49,184
24
Male
43,779
Single
2
PhD
Self-Employed
16.366461
Rural
Basic
null
10
539
3
2024-06-28 15:21:39.202448
Poor
Yes
Rarely
Apartment
2,079
49,185
47
Female
7,872
Married
0
Master's
Self-Employed
20.483887
Rural
Basic
1
15
658
7
2023-04-25 15:21:39.168099
Good
No
Rarely
Apartment
1,458
49,186
57
Male
25,863
Married
2
High School
Self-Employed
47.534926
Urban
Basic
null
3
767
7
2023-02-06 15:21:39.261856
Poor
Yes
Weekly
House
1,336
49,187
18
Female
121,344
Married
4
Master's
Employed
33.965666
Rural
Premium
2
1
349
3
2020-08-12 15:21:39.134960
Average
No
Weekly
Apartment
571
49,188
24
Female
16,054
Single
2
Master's
Employed
42.939708
Suburban
Comprehensive
2
18
415
7
2019-10-14 15:21:39.219432
Good
Yes
Rarely
Apartment
2,391
49,189
43
Female
60,855
Single
2
Bachelor's
null
4.849547
Suburban
Premium
0
2
null
3
2021-08-14 15:21:39.183598
Poor
No
Weekly
Apartment
342
49,190
61
Male
4,439
Single
4
PhD
null
45.782674
Suburban
Basic
0
15
328
2
2019-09-28 15:21:39.265513
Poor
Yes
Daily
Condo
3,325
49,191
null
Female
2,637
Single
3
Master's
Unemployed
46.456736
Rural
Comprehensive
1
0
711
4
2021-10-15 15:21:39.253660
Poor
No
Monthly
Condo
4,135
49,192
48
Female
710
Single
1
Bachelor's
Self-Employed
25.985721
Suburban
Comprehensive
3
2
null
2
2022-04-25 15:21:39.128286
Average
Yes
Weekly
House
618
49,193
56
Female
101,914
Married
4
Master's
null
28.922125
Rural
Comprehensive
null
8
323
7
2022-07-03 15:21:39.185215
Good
No
Monthly
Apartment
654
49,194
36
Female
5,988
Married
2
High School
Unemployed
40.193035
Rural
Basic
null
1
641
3
2023-03-15 15:21:39.121169
Good
No
Daily
Condo
1,744
49,195
37
Female
4,834
Divorced
4
PhD
Self-Employed
38.826451
Suburban
Comprehensive
2
17
642
4
2022-03-12 15:21:39.180553
Average
Yes
Monthly
House
1,245
49,196
36
Male
20,440
Divorced
0
High School
Unemployed
16.928222
Urban
Comprehensive
1
5
585
3
2021-09-01 15:21:39.155231
Poor
No
Weekly
Condo
1,199
49,197
29
Female
70,445
null
1
Master's
Self-Employed
16.64102
Suburban
Basic
1
9
725
7
2021-03-16 15:21:39.222387
Average
Yes
Daily
Apartment
2,755
49,198
52
Male
26,553
Divorced
1
High School
Unemployed
12.497632
Rural
Premium
1
3
776
7
2022-04-22 15:21:39.155231
Good
No
Weekly
House
130
49,199
22
Female
1,879
Divorced
0
Master's
Self-Employed
42.15559
Suburban
Basic
2
12
544
3
2020-09-17 15:21:39.087123
Average
No
Weekly
Apartment
452