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
29,100
32
Female
123,366
null
null
PhD
null
18.274483
Rural
Basic
null
9
403
3
2023-11-24 15:21:39.134960
Poor
No
Rarely
Condo
1,160
29,101
37
Female
9,087
Divorced
null
Bachelor's
Unemployed
10.095396
Suburban
Basic
0
16
547
5
2021-02-06 15:21:39.130190
Poor
Yes
Monthly
Condo
26
29,102
38
Female
12,071
Married
0
Master's
Unemployed
44.611738
Rural
Comprehensive
3
18
662
2
2024-03-28 15:21:39.237118
Poor
Yes
Monthly
House
382
29,103
20
Male
15,279
Married
2
PhD
Employed
17.474315
Urban
Basic
0
7
466
7
2021-11-21 15:21:39.081504
Good
No
Rarely
House
572
29,104
57
Female
1,488
Divorced
1
Master's
Self-Employed
null
Suburban
Basic
0
6
785
4
2023-11-18 15:21:39.134960
Good
No
Rarely
Apartment
1,032
29,105
58
Male
67,266
Married
4
PhD
Unemployed
33.744783
Rural
Basic
0
8
316
3
2021-12-08 15:21:39.237118
Average
No
Daily
Apartment
660
29,106
36
Female
65,159
Single
1
PhD
null
7.817218
Urban
Basic
null
10
818
5
2021-07-22 15:21:39.164044
Good
No
Monthly
House
393
29,107
64
Male
53,845
Divorced
1
Master's
null
10.938709
Suburban
Comprehensive
1
16
333
4
2020-01-28 15:21:39.194829
Poor
Yes
Daily
Apartment
1,273
29,108
35
Female
1,359
Married
1
Master's
Self-Employed
17.576433
Suburban
Premium
null
3
482
6
2024-06-07 15:21:39.134960
Poor
Yes
Monthly
House
1,063
29,109
33
Female
38,360
Divorced
null
High School
Employed
14.965655
Rural
Comprehensive
1
1
647
5
2022-08-29 15:21:39.172097
Average
Yes
Rarely
Apartment
702
29,110
33
Male
34,226
Single
null
Bachelor's
null
9.482599
Rural
Comprehensive
2
0
466
5
2022-10-18 15:21:39.176717
Poor
No
Monthly
Condo
942
29,111
21
Female
12,086
Married
3
Master's
Employed
13.567255
Rural
Comprehensive
0
17
642
8
2022-03-08 15:21:39.237118
Average
Yes
Rarely
Apartment
479
29,112
24
Male
15,189
Married
4
Master's
Self-Employed
15.755725
Suburban
Comprehensive
0
18
703
5
2020-10-14 15:21:39.185215
Poor
Yes
Rarely
Condo
928
29,113
62
Female
null
Married
0
PhD
Employed
null
Rural
Basic
null
17
488
9
2019-11-20 15:21:39.120168
Average
Yes
Weekly
Apartment
1,304
29,114
50
Male
10,881
Divorced
3
Bachelor's
Employed
43.383812
Rural
Premium
1
18
628
8
2022-07-28 15:21:39.256696
Good
Yes
Weekly
Condo
1,034
29,115
20
Male
20,659
Married
3
PhD
null
14.926367
Urban
Premium
0
12
515
9
2021-01-22 15:21:39.182597
Average
Yes
Daily
Condo
457
29,116
38
Male
7,004
Single
3
Master's
Self-Employed
23.948232
Urban
Comprehensive
2
16
324
2
2022-01-17 15:21:39.146733
Poor
Yes
Daily
House
1,180
29,117
64
Male
23,125
Single
1
PhD
Employed
7.668912
Urban
Basic
0
14
null
4
2022-12-24 15:21:39.192212
Poor
No
Monthly
Condo
1,346
29,118
64
Female
50,928
Single
1
PhD
null
13.664693
Urban
Comprehensive
0
3
822
1
2021-06-08 15:21:39.251142
Average
No
Monthly
Condo
404
29,119
45
Male
15,507
Single
3
Master's
Self-Employed
6.836805
Rural
Premium
1
10
475
3
2024-03-16 15:21:39.155231
Good
No
Monthly
Condo
427
29,120
53
Female
121,029
Divorced
3
High School
null
22.14822
Rural
Premium
2
12
748
9
2023-04-25 15:21:39.246098
Good
No
Rarely
Apartment
1,836
29,121
63
Female
14,889
Single
3
High School
null
16.06226
Suburban
Comprehensive
1
2
475
2
2019-12-14 15:21:39.223901
Average
Yes
Monthly
House
325
29,122
28
Female
25,461
Married
0
Master's
Unemployed
29.534183
Rural
Basic
1
16
null
6
2024-01-15 15:21:39.210805
Poor
No
Monthly
Condo
1,013
29,123
56
Male
50,735
Married
4
Master's
null
47.488802
Suburban
Comprehensive
2
6
625
5
2020-09-04 15:21:39.285112
Average
No
Monthly
Condo
2,446
29,124
37
Female
45,618
Single
1
Bachelor's
Employed
29.838343
Suburban
Basic
0
3
706
7
2024-05-13 15:21:39.155231
Good
Yes
Daily
Apartment
533
29,125
53
Male
29,897
Single
3
Master's
Self-Employed
41.605937
Suburban
Premium
null
12
517
8
2021-09-22 15:21:39.235012
Good
No
Weekly
House
1,279
29,126
40
Male
48,717
Single
1
High School
Employed
29.244009
Suburban
Comprehensive
3
13
468
1
2019-12-10 15:21:39.093681
Good
Yes
Monthly
Apartment
1,431
29,127
26
Male
16,281
Divorced
2
High School
null
19.964409
Urban
Premium
0
15
830
7
2020-06-24 15:21:39.172097
Good
Yes
Monthly
Condo
1,330
29,128
32
Male
48,964
Divorced
2
PhD
Employed
12.53941
Suburban
Premium
2
13
677
3
2021-07-18 15:21:39.155231
null
No
Monthly
Condo
2,104
29,129
57
Female
7,086
Divorced
1
PhD
Employed
36.519855
Urban
Comprehensive
null
10
463
2
2023-03-30 15:21:39.191219
Average
No
Rarely
Apartment
1,557
29,130
40
Female
80,987
Divorced
1
PhD
Self-Employed
10.859353
Rural
Comprehensive
null
7
null
9
2022-07-09 15:21:39.094752
Average
No
Monthly
House
362
29,131
19
Male
40,318
Married
1
Master's
Self-Employed
47.338546
Suburban
Basic
1
8
481
2
2023-05-17 15:21:39.185215
Average
Yes
Rarely
Apartment
607
29,132
18
Female
39,332
Married
3
High School
Unemployed
48.181021
Urban
Comprehensive
1
11
728
2
2023-01-13 15:21:39.085129
null
No
Rarely
House
674
29,133
51
Male
4,550
Married
null
PhD
Employed
18.867451
Rural
Premium
1
9
574
8
2024-05-08 15:21:39.237118
Poor
No
Rarely
Apartment
2,410
29,134
64
Female
39,412
Divorced
3
Master's
Employed
45.081702
Suburban
Basic
1
13
767
2
2023-10-05 15:21:39.254678
Good
Yes
Rarely
House
854
29,135
21
Male
10,082
Divorced
1
PhD
Unemployed
10.888414
Rural
Premium
1
17
null
8
2022-05-15 15:21:39.194829
Good
Yes
Daily
House
254
29,136
41
Female
9,602
Single
0
PhD
Self-Employed
35.501799
Suburban
Comprehensive
null
9
788
1
2022-08-02 15:21:39.134960
Good
Yes
Weekly
Condo
713
29,137
39
Female
100,932
Single
3
High School
null
42.914987
Urban
Comprehensive
2
0
426
8
2019-10-16 15:21:39.191219
Good
No
Monthly
Condo
1,065
29,138
34
Male
43,748
Married
0
PhD
Employed
19.49287
Rural
Premium
0
12
834
5
2021-11-11 15:21:39.252145
Good
Yes
Monthly
Apartment
270
29,139
21
Female
659
Single
0
Master's
Self-Employed
45.934305
Urban
Basic
0
12
398
5
2023-06-09 15:21:39.107553
Average
No
Rarely
Condo
182
29,140
48
Female
1,288
Single
4
Master's
Self-Employed
37.039477
Urban
Premium
null
13
682
5
2022-12-21 15:21:39.181605
Good
Yes
Monthly
Condo
3,244
29,141
32
Female
44,954
null
4
Bachelor's
Self-Employed
34.542213
Urban
Comprehensive
1
19
824
6
2021-02-12 15:21:39.197445
Good
No
Daily
Condo
1,064
29,142
45
Female
28,574
Single
1
Bachelor's
null
46.452853
Urban
Comprehensive
1
9
431
4
2019-12-13 15:21:39.172097
null
Yes
Weekly
House
1,377
29,143
59
Female
16,063
Single
2
Bachelor's
null
32.912378
Suburban
Premium
null
4
635
5
2023-02-11 15:21:39.155231
null
No
Weekly
House
2,623
29,144
63
Male
15,761
Divorced
0
Master's
Unemployed
10.089711
Rural
Premium
2
11
699
1
2020-02-15 15:21:39.290098
Average
Yes
Daily
Apartment
661
29,145
25
Male
38,983
Married
3
Bachelor's
Unemployed
36.816659
Suburban
Premium
0
17
613
6
2021-10-18 15:21:39.134960
Average
No
Rarely
Condo
1,040
29,146
33
Female
12,580
Divorced
0
Bachelor's
null
30.39074
Rural
Basic
1
8
575
1
2024-05-20 15:21:39.081504
Poor
Yes
Rarely
House
1,249
29,147
28
Female
35,759
Married
0
High School
Employed
39.01178
Suburban
Basic
1
9
562
5
2023-02-08 15:21:39.134960
Average
No
Monthly
Apartment
1,194
29,148
43
Female
25,563
Divorced
4
High School
null
33.157586
Rural
Comprehensive
null
15
618
2
2022-02-12 15:21:39.213373
null
Yes
Monthly
Condo
3,314
29,149
21
Female
12,092
Married
null
Bachelor's
null
22.738883
Urban
Comprehensive
null
17
612
5
2020-10-14 15:21:39.185215
Poor
No
Monthly
Apartment
719
29,150
37
Male
131,525
Divorced
2
PhD
null
35.867354
Suburban
Premium
2
13
812
8
2022-03-27 15:21:39.149731
Average
Yes
Rarely
House
2,164
29,151
29
Male
9,159
Single
3
Bachelor's
null
9.372416
Suburban
Basic
0
1
788
9
2020-10-29 15:21:39.145732
Poor
No
Weekly
House
1,257
29,152
60
Female
46,747
Single
4
Master's
Unemployed
35.939056
Suburban
Premium
3
3
719
2
2020-03-18 15:21:39.282785
Poor
Yes
Rarely
Condo
2,525
29,153
18
Female
35,297
Married
2
Bachelor's
Unemployed
45.847149
Suburban
Comprehensive
0
10
446
1
2022-05-31 15:21:39.190215
Average
No
Weekly
House
1,174
29,154
41
Female
1,761
null
0
Master's
Self-Employed
31.451902
Urban
Premium
1
17
671
5
2021-10-19 15:21:39.268507
Poor
No
Monthly
Apartment
1,679
29,155
48
Male
8,717
Divorced
0
Master's
Employed
10.536924
Urban
Premium
2
3
507
5
2022-07-27 15:21:39.155231
Good
No
Daily
Condo
1,906
29,156
30
Female
58,815
Divorced
3
Bachelor's
Employed
28.150121
Suburban
Premium
0
14
477
6
2019-11-12 15:21:39.109552
Poor
Yes
Weekly
House
3,469
29,157
64
Female
null
Single
4
Bachelor's
Employed
25.13296
Suburban
Basic
0
2
396
5
2019-11-24 15:21:39.081504
Average
Yes
Daily
House
50
29,158
28
Male
84,556
Divorced
3
PhD
Employed
45.221337
Urban
Comprehensive
null
17
439
4
2024-05-01 15:21:39.221386
Poor
Yes
Rarely
Apartment
708
29,159
61
Female
2,946
Divorced
4
Bachelor's
null
null
Urban
Premium
0
19
511
7
2023-01-11 15:21:39.190215
Good
No
Monthly
Apartment
940
29,160
37
Male
18,561
Married
0
PhD
Employed
41.664483
Suburban
Basic
2
4
846
7
2020-01-10 15:21:39.192212
Average
Yes
Weekly
House
1,615
29,161
28
Male
1,414
Divorced
2
PhD
Self-Employed
null
Rural
Basic
1
12
613
8
2024-05-07 15:21:39.148733
Poor
Yes
Monthly
Condo
452
29,162
47
Male
80,114
Divorced
0
Master's
Employed
50.773811
Urban
Basic
1
19
575
5
2021-02-05 15:21:39.196387
Good
Yes
Rarely
Apartment
2,655
29,163
48
Female
null
Divorced
0
High School
Employed
43.939062
Suburban
Comprehensive
1
16
621
7
2023-01-07 15:21:39.204790
Average
No
Monthly
Apartment
382
29,164
18
Female
3,276
Divorced
0
Bachelor's
Self-Employed
21.938556
Rural
Basic
0
9
460
1
2024-03-19 15:21:39.155231
Good
Yes
Daily
House
1,494
29,165
18
Male
17,076
Married
0
PhD
Unemployed
10.437825
Rural
Basic
null
16
746
6
2023-02-13 15:21:39.192212
Average
No
Rarely
House
184
29,166
22
Male
null
Married
2
High School
Unemployed
17.171321
Rural
Premium
2
8
327
7
2022-06-19 15:21:39.207847
Average
Yes
Monthly
Apartment
1,519
29,167
null
Male
62,421
Single
0
Bachelor's
Employed
12.611479
Suburban
Comprehensive
1
14
603
5
2022-06-07 15:21:39.176717
Good
Yes
Rarely
Apartment
366
29,168
45
Male
14,348
Divorced
null
High School
Self-Employed
26.332639
Urban
Premium
3
14
577
2
2020-08-02 15:21:39.276901
Good
No
Monthly
House
422
29,169
25
Female
93,931
Divorced
3
Master's
null
13.444516
Urban
Comprehensive
3
18
null
9
2020-12-14 15:21:39.147735
null
Yes
Rarely
Apartment
605
29,170
33
Female
5,856
Single
3
Master's
null
29.918787
Suburban
Basic
1
9
692
9
2022-02-17 15:21:39.123711
Poor
Yes
Weekly
Apartment
825
29,171
60
Female
36,829
Married
null
Bachelor's
Unemployed
11.801002
Rural
Comprehensive
null
13
749
7
2021-05-02 15:21:39.104139
Average
Yes
Weekly
Condo
410
29,172
60
Female
26,198
Single
0
Master's
Self-Employed
10.520045
Urban
Premium
null
2
null
4
2023-08-17 15:21:39.182597
Average
Yes
Rarely
House
1,561
29,173
25
Female
null
Married
1
Bachelor's
Employed
30.570767
Urban
Comprehensive
0
7
323
1
2023-05-04 15:21:39.131192
null
Yes
Weekly
Apartment
1,258
29,174
43
Male
18,078
Single
0
PhD
Self-Employed
17.049179
Urban
Basic
0
6
769
5
2021-08-16 15:21:39.155231
Good
No
Daily
House
299
29,175
54
Male
6,892
Single
3
Master's
Employed
3.16088
Rural
Comprehensive
null
14
null
1
2022-09-17 15:21:39.155231
Good
Yes
Monthly
Apartment
1,251
29,176
60
Female
15,556
Married
0
Bachelor's
Unemployed
null
Suburban
Comprehensive
2
9
null
1
2023-09-30 15:21:39.155231
Good
Yes
Rarely
Apartment
1,764
29,177
49
Female
70,832
Married
0
High School
null
16.36784
Urban
Premium
1
7
681
7
2023-03-28 15:21:39.090124
Average
No
Weekly
Apartment
100
29,178
50
Female
16,886
Single
null
Master's
Unemployed
11.175526
Urban
Basic
2
3
null
6
2019-09-06 15:21:39.092127
Average
No
Rarely
Apartment
1,330
29,179
25
Male
44,943
Single
0
Bachelor's
Self-Employed
20.979771
Suburban
Comprehensive
2
17
586
6
2023-07-23 15:21:39.102694
Poor
Yes
Rarely
House
861
29,180
23
Female
23,481
Single
0
Bachelor's
Employed
5.099404
Suburban
Premium
0
13
493
2
2021-06-07 15:21:39.194829
Good
Yes
Weekly
Condo
1,543
29,181
28
Female
1,790
Married
2
Master's
Employed
27.495936
Rural
Premium
1
16
672
1
2022-10-17 15:21:39.256696
Good
Yes
Rarely
House
206
29,182
25
Male
3,718
Married
1
Bachelor's
Unemployed
36.273839
Urban
Comprehensive
2
16
520
5
2022-03-15 15:21:39.155231
Good
Yes
Weekly
Apartment
2,636
29,183
41
Female
6,931
Single
0
High School
Employed
30.255065
Urban
Basic
null
15
421
6
2024-03-01 15:21:39.276901
Good
Yes
Weekly
Condo
1,662
29,184
57
Male
66,714
null
4
High School
null
13.554951
Suburban
Basic
1
2
511
9
2022-02-25 15:21:39.134960
Good
Yes
Daily
House
1,816
29,185
28
Female
3,258
Married
3
Bachelor's
Unemployed
27.723775
Rural
Comprehensive
2
1
571
1
2019-10-02 15:21:39.271453
Average
No
Daily
House
1,258
29,186
44
Male
46,148
Single
2
Master's
null
36.711743
Urban
Basic
0
17
709
9
2024-03-11 15:21:39.155231
Poor
Yes
Weekly
Apartment
119
29,187
51
Male
24,569
Single
2
High School
Employed
18.426941
Rural
Comprehensive
0
1
574
2
2020-05-19 15:21:39.177724
Average
Yes
Monthly
Condo
891
29,188
38
Male
131,376
Divorced
0
High School
Employed
7.944046
Urban
Comprehensive
null
5
760
7
2020-12-08 15:21:39.289099
Good
Yes
Weekly
Apartment
330
29,189
59
Male
9,078
Divorced
3
PhD
Unemployed
16.379428
Urban
Basic
null
6
556
4
2019-09-01 15:21:39.096739
Good
Yes
Daily
House
873
29,190
53
Female
43,425
Divorced
0
PhD
Employed
10.739502
Suburban
Basic
null
0
795
9
2024-06-25 15:21:39.228521
Poor
Yes
Weekly
House
536
29,191
30
Female
43,720
Married
0
Master's
Self-Employed
23.265651
Suburban
Comprehensive
1
18
697
8
2020-11-04 15:21:39.237118
Average
Yes
Monthly
Apartment
597
29,192
55
Male
46,253
Single
3
Master's
Unemployed
25.017727
Urban
Basic
1
11
816
6
2023-09-27 15:21:39.134960
Average
No
Daily
Apartment
49
29,193
34
Male
3,284
Married
1
High School
Self-Employed
30.912809
Rural
Basic
1
5
null
5
2021-02-09 15:21:39.256696
Average
No
Rarely
House
4,854
29,194
61
Female
2,956
Married
null
High School
null
43.722682
Rural
Comprehensive
4
6
null
4
2022-09-12 15:21:39.087123
Good
Yes
Daily
House
723
29,195
61
Female
6,868
Single
4
High School
Employed
22.250162
Rural
Basic
0
17
751
9
2023-04-23 15:21:39.134960
Poor
No
Rarely
House
624
29,196
22
Female
17,310
Married
0
Master's
Unemployed
10.89419
Urban
Premium
3
16
622
9
2020-02-04 15:21:39.253660
Good
Yes
Monthly
House
471
29,197
53
Female
41,454
Divorced
0
PhD
null
3.791574
Rural
Basic
2
8
648
3
2021-09-24 15:21:39.226954
Good
Yes
Daily
Condo
414
29,198
21
Female
6,054
Married
2
High School
Self-Employed
42.829641
Suburban
Comprehensive
null
15
619
1
2022-03-05 15:21:39.155231
Good
No
Weekly
Condo
1,230
29,199
20
Male
1,969
Divorced
3
High School
Unemployed
46.067369
Urban
Comprehensive
null
15
387
6
2023-07-04 15:21:39.186212
Average
No
Weekly
Apartment
3,381