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
23,900
62
Female
4,988
Single
null
PhD
Unemployed
null
Rural
Basic
null
3
718
8
2020-12-26 15:21:39.204201
Average
No
Monthly
Condo
2,395
23,901
23
Female
37,952
Married
0
High School
Unemployed
44.747819
Urban
Comprehensive
null
8
670
2
2020-11-28 15:21:39.134960
Average
No
Weekly
Condo
285
23,902
25
Female
20,984
Divorced
4
PhD
Employed
18.716193
Urban
Premium
1
19
748
7
2021-03-10 15:21:39.123711
null
No
Weekly
Apartment
1,086
23,903
26
Female
26,225
Divorced
1
Master's
Unemployed
20.644807
Urban
Comprehensive
1
2
709
7
2020-05-22 15:21:39.264504
Average
Yes
Weekly
Apartment
1,916
23,904
40
Female
45,673
Single
1
Bachelor's
Self-Employed
20.791243
Suburban
Comprehensive
null
2
704
7
2020-02-06 15:21:39.110557
Average
No
Weekly
Condo
711
23,905
47
Female
27,991
Divorced
0
Master's
Self-Employed
21.054418
Suburban
Comprehensive
1
10
522
2
2023-12-02 15:21:39.132191
Average
Yes
Daily
Apartment
548
23,906
55
Male
84,562
Divorced
1
PhD
Unemployed
28.0493
Urban
Premium
1
16
381
2
2022-03-05 15:21:39.263607
Average
No
Monthly
Apartment
2,597
23,907
19
Male
29,702
Single
4
Master's
null
20.088934
Suburban
Premium
0
11
844
8
2023-05-15 15:21:39.168099
Good
No
Rarely
House
35
23,908
34
Female
8,791
Divorced
1
PhD
null
16.990549
Urban
Basic
1
9
588
8
2020-04-02 15:21:39.237118
Good
Yes
Weekly
House
1,483
23,909
48
Female
3,356
Married
0
High School
null
42.071914
Suburban
Premium
null
18
397
5
2022-03-25 15:21:39.079128
Poor
No
Weekly
House
3,049
23,910
27
Female
17,541
Married
2
PhD
Self-Employed
35.015739
Rural
Premium
2
0
519
8
2020-11-19 15:21:39.177724
Poor
No
Weekly
Apartment
624
23,911
22
Male
35,239
Single
4
PhD
Employed
19.503011
Suburban
Comprehensive
0
0
null
1
2021-11-11 15:21:39.205850
Average
No
Rarely
House
468
23,912
58
Female
4,076
Divorced
1
Master's
null
35.924481
Urban
Comprehensive
null
16
422
7
2023-03-11 15:21:39.268507
Good
No
Rarely
Condo
952
23,913
56
Female
15,297
Married
4
High School
Self-Employed
33.703703
Suburban
Basic
0
7
568
1
2023-09-10 15:21:39.143708
Good
No
Monthly
Apartment
1,420
23,914
25
Male
25,573
Divorced
4
Bachelor's
Unemployed
30.835257
Suburban
Comprehensive
1
11
694
8
2022-12-03 15:21:39.237118
Poor
No
Monthly
Condo
2,548
23,915
60
Female
4,908
Married
4
Master's
Unemployed
null
Urban
Premium
0
12
778
9
2021-09-10 15:21:39.237118
Average
No
Daily
Condo
1,284
23,916
57
Male
80,740
Married
null
PhD
null
33.973126
Suburban
Premium
6
19
753
5
2022-07-05 15:21:39.180553
Good
Yes
Daily
Apartment
2,634
23,917
29
Female
16,342
Divorced
2
PhD
null
12.074807
Rural
Comprehensive
null
15
821
3
2021-11-14 15:21:39.221386
Poor
Yes
Weekly
Apartment
1,318
23,918
28
Female
6,892
Divorced
2
Master's
null
20.601419
Suburban
Comprehensive
2
11
849
1
2022-11-07 15:21:39.134960
Average
No
Rarely
Apartment
1,799
23,919
24
Female
141,844
Single
1
Bachelor's
Employed
9.719509
Rural
Premium
null
14
542
8
2022-08-24 15:21:39.208842
Poor
No
Weekly
Condo
41
23,920
39
Female
53,887
Married
0
Master's
null
25.260197
Rural
Basic
2
4
682
1
2020-01-05 15:21:39.180553
Good
Yes
Weekly
Condo
2,666
23,921
47
Female
43,830
Single
3
PhD
Employed
29.054026
Suburban
Premium
0
11
473
4
2022-05-16 15:21:39.123711
Average
Yes
Daily
House
519
23,922
61
Female
79,901
Single
0
Bachelor's
Unemployed
25.586087
Suburban
Premium
null
9
740
6
2024-04-14 15:21:39.102694
null
Yes
Rarely
Condo
47
23,923
39
Male
145,576
Married
3
High School
Unemployed
6.172009
Urban
Basic
1
9
385
4
2024-04-17 15:21:39.091080
Good
No
Daily
Apartment
1,737
23,924
22
Female
78,896
Married
null
High School
Self-Employed
10.572766
Rural
Comprehensive
1
17
530
4
2024-01-25 15:21:39.130190
Good
No
Daily
Apartment
275
23,925
44
Male
928
Married
2
Bachelor's
null
17.717262
Suburban
Comprehensive
null
12
658
4
2020-06-23 15:21:39.155231
Average
No
Weekly
House
382
23,926
34
Female
63,934
Married
0
PhD
Unemployed
20.095623
Rural
Basic
1
9
812
6
2019-08-18 15:21:39.233998
null
Yes
Monthly
Apartment
1,507
23,927
30
Female
2,858
Single
4
PhD
Unemployed
27.769253
Rural
Comprehensive
2
11
null
6
2023-12-18 15:21:39.237118
Good
No
Rarely
House
1,908
23,928
45
Male
8,892
Married
2
High School
null
31.844777
Rural
Comprehensive
1
2
842
8
2020-07-25 15:21:39.283783
Good
No
Weekly
Apartment
1,415
23,929
22
Male
27,524
Single
2
Bachelor's
null
19.845611
Urban
Comprehensive
null
15
656
5
2024-06-21 15:21:39.283783
Average
Yes
Weekly
Condo
56
23,930
37
Female
88,810
Single
null
High School
null
30.637486
Rural
Basic
1
2
716
3
2019-09-08 15:21:39.129190
Poor
Yes
Daily
Apartment
3,065
23,931
31
Female
9,228
Single
3
Bachelor's
Employed
9.120152
Rural
Comprehensive
null
2
797
5
2020-08-24 15:21:39.117183
Good
Yes
Rarely
House
477
23,932
45
Male
7,095
Divorced
3
Bachelor's
Employed
10.335504
Suburban
Basic
1
0
null
3
2020-11-21 15:21:39.271453
Poor
Yes
Weekly
House
956
23,933
56
Female
1,037
Married
0
Master's
Self-Employed
28.008885
Suburban
Premium
null
18
441
8
2022-10-27 15:21:39.148733
Poor
No
Rarely
House
1,042
23,934
23
Male
25,773
Single
1
High School
Unemployed
28.355949
Rural
Premium
2
8
null
6
2022-05-09 15:21:39.155231
Average
Yes
Monthly
Condo
20
23,935
34
Female
23,887
Divorced
1
High School
null
37.237059
Suburban
Premium
1
8
710
2
2021-04-11 15:21:39.283783
Average
No
Monthly
Condo
1,197
23,936
44
Male
5,876
Married
1
Master's
Unemployed
23.919563
Suburban
Premium
0
5
757
8
2021-01-05 15:21:39.155231
Good
Yes
Monthly
Apartment
591
23,937
23
Male
23,605
Divorced
0
High School
null
26.189322
Urban
Basic
null
11
740
7
2023-09-09 15:21:39.097737
Good
Yes
Daily
Condo
101
23,938
38
Male
46,956
Divorced
1
Master's
null
27.874391
Suburban
Basic
0
1
446
1
2021-01-28 15:21:39.222387
Good
No
Weekly
House
35
23,939
21
Female
102,934
Single
3
High School
null
10.827762
Rural
Comprehensive
2
2
685
5
2023-07-21 15:21:39.202448
Poor
Yes
Weekly
Apartment
408
23,940
31
Female
2,094
Married
2
Master's
Unemployed
17.869
Suburban
Premium
null
18
null
5
2023-03-16 15:21:39.261856
Average
No
Weekly
Condo
161
23,941
51
Male
16,054
Divorced
0
High School
null
11.472569
Suburban
Comprehensive
null
7
541
7
2021-01-14 15:21:39.222387
Good
Yes
Daily
Condo
641
23,942
64
Female
33,307
Married
2
Bachelor's
Unemployed
27.29631
Urban
Basic
0
13
830
1
2022-07-08 15:21:39.094752
Good
Yes
Rarely
Condo
1,396
23,943
59
Female
34,991
Divorced
2
PhD
null
36.502729
Suburban
Premium
0
0
null
9
2023-01-23 15:21:39.134960
Poor
Yes
Monthly
House
882
23,944
52
Male
36,303
Married
3
High School
Employed
25.752835
Rural
Premium
1
6
544
3
2023-07-04 15:21:39.226954
null
No
Daily
House
2,244
23,945
27
Male
null
Single
3
Bachelor's
Unemployed
26.95766
Suburban
Comprehensive
null
2
388
2
2021-07-01 15:21:39.236064
Good
Yes
Monthly
House
1,178
23,946
49
Male
36,759
Divorced
0
Master's
null
null
Suburban
Premium
1
9
null
8
2021-04-27 15:21:39.185215
Poor
Yes
Rarely
House
959
23,947
24
Female
143,936
Divorced
3
Master's
null
17.091939
Urban
Comprehensive
0
7
476
6
2022-03-29 15:21:39.219432
Average
No
Monthly
Condo
3,299
23,948
50
Female
2,093
Married
0
PhD
Unemployed
26.294623
Urban
Basic
5
17
null
7
2024-06-28 15:21:39.155231
Average
Yes
Monthly
House
654
23,949
53
Male
29,079
Single
0
Bachelor's
Employed
32.430736
Urban
Comprehensive
null
13
558
3
2022-06-21 15:21:39.080440
Average
No
Weekly
Apartment
1,156
23,950
31
Male
16,124
Married
4
Bachelor's
null
14.567776
Urban
Basic
null
11
581
9
2024-05-23 15:21:39.207847
Poor
No
Monthly
Condo
554
23,951
null
Male
null
Single
3
High School
Unemployed
20.05556
Rural
Basic
0
2
391
4
2024-08-04 15:21:39.180553
Good
Yes
Rarely
House
1,334
23,952
57
Male
39,095
Single
3
Master's
Unemployed
34.874369
Suburban
Comprehensive
null
0
446
5
2023-07-31 15:21:39.093681
Good
Yes
Weekly
Apartment
1,274
23,953
21
Male
121,783
Married
0
High School
null
33.817843
Rural
Premium
5
6
461
3
2021-01-15 15:21:39.278402
Good
No
Daily
Condo
663
23,954
54
Female
102,921
Divorced
2
Bachelor's
null
null
Suburban
Basic
0
1
415
9
2024-01-11 15:21:39.213373
Poor
No
Daily
Condo
515
23,955
35
Male
27,442
Divorced
4
High School
null
16.553547
Rural
Premium
0
6
602
5
2021-03-26 15:21:39.083497
Average
Yes
Daily
House
1,003
23,956
50
Female
8,984
Single
2
Bachelor's
null
6.677955
Suburban
Premium
1
4
635
3
2021-03-15 15:21:39.168099
Average
No
Monthly
Condo
1,044
23,957
39
Male
52,531
Divorced
3
High School
Unemployed
32.773472
Urban
Premium
1
17
506
1
2020-03-26 15:21:39.218388
Poor
No
Daily
Condo
93
23,958
24
Female
5,033
Single
0
PhD
null
29.162097
Urban
Basic
0
19
778
5
2021-09-17 15:21:39.132191
Good
Yes
Rarely
Apartment
2,519
23,959
42
Male
20,897
Single
4
High School
Employed
30.917156
Suburban
Comprehensive
0
19
718
9
2020-12-11 15:21:39.251142
Poor
Yes
Monthly
House
541
23,960
34
Female
26,105
Married
4
Bachelor's
Employed
18.654156
Urban
Comprehensive
0
4
336
7
2020-10-15 15:21:39.197445
Poor
No
Monthly
House
484
23,961
38
Male
7,087
Married
4
Bachelor's
Self-Employed
13.84365
Urban
Premium
1
5
538
9
2021-06-28 15:21:39.261856
Poor
Yes
Rarely
Condo
1,795
23,962
59
Male
24,476
Single
0
Master's
Self-Employed
7.898205
Suburban
Premium
2
17
824
9
2019-10-27 15:21:39.129190
Poor
Yes
Weekly
Condo
2,437
23,963
64
Female
79,971
Divorced
2
High School
Unemployed
33.61388
Rural
Comprehensive
null
15
null
7
2021-01-20 15:21:39.093681
null
Yes
Monthly
House
119
23,964
58
Female
63,335
Married
1
Master's
Employed
47.160983
Suburban
Premium
0
1
442
9
2023-05-05 15:21:39.244069
Good
No
Daily
House
2,652
23,965
61
Male
5,560
Divorced
2
Bachelor's
Unemployed
4.943109
Rural
Basic
null
3
761
5
2022-04-26 15:21:39.167099
Average
Yes
Monthly
Condo
1,663
23,966
43
Male
28,814
Married
4
High School
Unemployed
17.264864
Urban
Basic
null
11
null
5
2022-04-15 15:21:39.288099
Average
Yes
Weekly
Condo
353
23,967
58
Female
18,340
Single
1
PhD
Self-Employed
44.372927
Urban
Basic
1
3
null
3
2020-04-25 15:21:39.207847
Poor
No
Rarely
Condo
1,228
23,968
40
Female
13,753
Divorced
1
PhD
Self-Employed
9.334841
Urban
Premium
null
10
519
6
2019-12-18 15:21:39.134960
Average
Yes
Monthly
House
1,119
23,969
60
Female
28,776
Divorced
1
PhD
null
19.29092
Suburban
Comprehensive
null
17
726
6
2022-10-07 15:21:39.134960
Good
Yes
Daily
House
984
23,970
27
Male
16,073
Divorced
3
Bachelor's
null
17.12332
Rural
Basic
0
11
773
6
2024-07-26 15:21:39.085129
Good
Yes
Monthly
Condo
1,515
23,971
26
Female
118,319
Single
2
High School
null
32.567325
Rural
Premium
2
14
null
4
2019-11-01 15:21:39.081504
Average
No
Weekly
Apartment
97
23,972
41
Male
1,689
Single
null
Master's
null
null
Urban
Premium
1
8
442
9
2023-06-15 15:21:39.082499
Good
No
Daily
Apartment
1,144
23,973
25
Male
9,587
Divorced
2
PhD
Unemployed
18.244773
Rural
Premium
null
10
null
3
2021-04-09 15:21:39.226954
Average
Yes
Rarely
House
954
23,974
38
Female
104,027
Married
3
High School
Unemployed
25.889863
Rural
Basic
2
17
null
5
2021-05-06 15:21:39.170099
Good
No
Rarely
House
2,104
23,975
45
Male
20,346
Single
0
PhD
Employed
26.900064
Suburban
Comprehensive
null
10
615
3
2020-12-20 15:21:39.092127
Good
Yes
Weekly
Apartment
953
23,976
19
Female
1,465
Married
2
High School
Employed
12.724111
Suburban
Basic
0
16
null
4
2023-09-20 15:21:39.155231
Good
Yes
Monthly
Condo
167
23,977
19
Female
25,791
Divorced
null
High School
Employed
6.839355
Suburban
Comprehensive
null
8
693
8
2021-09-02 15:21:39.147735
Poor
No
Weekly
Condo
676
23,978
47
Male
44,793
Married
null
High School
Unemployed
9.914685
Urban
Comprehensive
null
14
811
9
2021-03-04 15:21:39.110557
Poor
Yes
Weekly
House
563
23,979
34
Male
8,097
Single
3
PhD
null
31.743175
Suburban
Premium
null
15
798
1
2023-12-21 15:21:39.172097
Poor
No
Rarely
Apartment
2,635
23,980
32
Male
807
Divorced
3
Bachelor's
null
36.472853
Rural
Comprehensive
1
2
552
7
2020-07-20 15:21:39.134960
Good
Yes
Rarely
House
2,837
23,981
47
Female
40,003
Married
0
Master's
Employed
4.884299
Rural
Basic
0
1
576
4
2023-06-29 15:21:39.274993
Good
No
Weekly
Apartment
190
23,982
53
Female
2,673
Single
2
Master's
Self-Employed
12.61176
Rural
Premium
0
4
328
7
2021-02-07 15:21:39.100695
Poor
No
Rarely
Apartment
23
23,983
63
Female
81,256
Married
null
High School
Employed
51.917557
Suburban
Basic
null
1
637
6
2021-02-12 15:21:39.096739
Poor
Yes
Monthly
Apartment
809
23,984
42
Male
null
Married
4
PhD
null
22.064956
Suburban
Basic
1
8
392
9
2021-11-22 15:21:39.090124
Average
Yes
Rarely
Apartment
177
23,985
45
Female
2,639
Divorced
4
Bachelor's
null
22.335217
Rural
Comprehensive
2
0
779
8
2023-07-24 15:21:39.134960
Good
Yes
Monthly
Apartment
2,313
23,986
36
Male
63,301
Married
1
Bachelor's
Self-Employed
15.466529
Rural
Comprehensive
2
4
710
7
2020-04-06 15:21:39.237118
Poor
No
Rarely
House
45
23,987
61
Female
20,996
Divorced
0
High School
Unemployed
33.898862
Suburban
Comprehensive
1
5
812
6
2021-08-06 15:21:39.229482
Average
No
Monthly
Condo
671
23,988
49
Female
1,249
Single
2
Bachelor's
Unemployed
40.058485
Urban
Premium
3
1
null
6
2020-09-24 15:21:39.194829
Good
No
Rarely
Apartment
632
23,989
43
Female
24,881
Divorced
0
PhD
Employed
43.556131
Urban
Premium
1
14
765
1
2022-09-11 15:21:39.096739
Average
No
Rarely
House
1,145
23,990
22
Female
8,897
Single
0
Bachelor's
Employed
19.957198
Suburban
Basic
null
17
840
3
2022-08-06 15:21:39.182597
Poor
No
Weekly
Condo
1,173
23,991
43
Male
33,818
Single
4
Master's
Self-Employed
5.507225
Suburban
Premium
1
4
338
6
2023-09-17 15:21:39.116179
Average
No
Daily
House
820
23,992
54
Male
40,983
Single
null
Master's
Unemployed
18.071728
Urban
Comprehensive
null
14
647
6
2020-01-28 15:21:39.237118
Average
Yes
Rarely
House
1,251
23,993
36
Female
35,705
Married
3
High School
Unemployed
null
Suburban
Comprehensive
0
15
562
9
2019-09-25 15:21:39.120168
Poor
Yes
Daily
Apartment
887
23,994
20
Male
18,305
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Basic
0
14
779
5
2022-02-20 15:21:39.134960
Poor
Yes
Monthly
Condo
725
23,995
51
Female
87,771
Married
0
Bachelor's
Self-Employed
34.453854
Rural
Comprehensive
0
1
574
7
2021-11-19 15:21:39.091080
Poor
No
Weekly
Condo
358
23,996
39
Male
43,836
Married
2
Bachelor's
null
23.739711
Rural
Premium
0
1
null
4
2021-01-25 15:21:39.126661
Good
No
Daily
House
2,644
23,997
47
Male
6,098
Single
3
High School
null
22.817586
Urban
Premium
null
19
542
7
2024-01-07 15:21:39.192212
null
Yes
Weekly
Apartment
843
23,998
47
Male
38,662
Married
3
High School
null
9.076913
Suburban
Premium
1
1
622
3
2020-11-03 15:21:39.237118
Average
Yes
Rarely
Apartment
638
23,999
39
Female
29,061
Single
1
Master's
Self-Employed
9.823965
Urban
Basic
0
13
535
5
2020-06-01 15:21:39.091080
Average
Yes
Rarely
House
1,393