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
42,000
57
Female
5,999
Divorced
4
Bachelor's
Employed
11.874205
Rural
Premium
null
9
null
7
2020-09-18 15:21:39.192212
Good
No
Weekly
House
1,512
42,001
20
Female
84,358
Single
1
PhD
Employed
33.766531
Rural
Premium
0
9
442
2
2023-04-24 15:21:39.134960
Poor
No
Weekly
Apartment
251
42,002
47
Female
52,566
Single
4
PhD
Self-Employed
49.382604
Rural
Premium
1
11
378
5
2024-03-21 15:21:39.185215
Good
No
Weekly
Apartment
418
42,003
58
Male
53,351
Married
3
Bachelor's
Unemployed
20.77648
Rural
Comprehensive
null
6
459
3
2020-10-02 15:21:39.285112
Average
Yes
Monthly
House
4,705
42,004
45
Male
44,742
Married
3
Master's
Employed
20.838468
Rural
Premium
null
7
681
5
2020-04-12 15:21:39.148733
Good
Yes
Daily
Condo
261
42,005
47
Male
18,098
Married
1
PhD
Self-Employed
22.502739
Suburban
Premium
1
3
582
1
2021-05-13 15:21:39.202448
Good
No
Weekly
Condo
1,136
42,006
37
Male
1,576
Single
2
Master's
Employed
null
Urban
Comprehensive
null
7
605
5
2020-10-13 15:21:39.289099
Poor
Yes
Weekly
Condo
1,432
42,007
44
Female
18,784
Divorced
4
PhD
Employed
10.664831
Rural
Premium
2
14
null
9
2019-09-08 15:21:39.217387
Good
No
Monthly
House
3,053
42,008
25
Female
38,981
null
4
Bachelor's
null
50.290814
Urban
Premium
2
13
620
8
2022-12-02 15:21:39.134960
Good
Yes
Rarely
House
1,853
42,009
30
Female
23,118
Single
4
Bachelor's
null
9.955881
Rural
Comprehensive
1
16
736
2
2022-08-05 15:21:39.106582
Good
Yes
Daily
Apartment
2,213
42,010
58
Female
10,074
Married
1
PhD
null
16.847163
Suburban
Comprehensive
null
1
null
1
2024-07-29 15:21:39.130190
Average
No
Weekly
Condo
1,002
42,011
58
Male
73,344
Married
0
High School
null
13.766273
Rural
Basic
null
18
452
3
2020-06-29 15:21:39.155231
Poor
Yes
Weekly
Apartment
397
42,012
57
Female
null
Single
0
High School
Employed
28.294079
Rural
Premium
null
11
434
7
2023-03-19 15:21:39.283783
Good
No
Weekly
House
837
42,013
43
Male
27,707
Single
1
High School
null
16.488716
Urban
Premium
null
9
557
6
2023-08-20 15:21:39.134960
Poor
No
Monthly
House
830
42,014
27
Female
25,011
Divorced
4
Bachelor's
Unemployed
23.551863
Rural
Basic
null
6
784
3
2023-05-20 15:21:39.278402
Good
Yes
Monthly
Condo
26
42,015
31
Male
24,571
Divorced
4
High School
null
3.851014
Rural
Basic
2
17
761
7
2023-09-05 15:21:39.288099
Average
No
Monthly
House
312
42,016
19
Male
74,431
Divorced
2
PhD
null
16.075062
Suburban
Basic
0
0
682
2
2023-12-02 15:21:39.155231
Average
Yes
Rarely
Condo
263
42,017
49
Female
23,203
Divorced
4
High School
null
46.904299
Urban
Premium
1
13
615
5
2021-10-14 15:21:39.174719
Good
Yes
Weekly
Apartment
805
42,018
27
Male
77,830
Divorced
2
PhD
Self-Employed
null
Urban
Comprehensive
1
2
613
2
2024-06-29 15:21:39.134960
null
No
Rarely
Condo
1,713
42,019
40
Male
27,499
Single
2
Master's
null
36.613569
Urban
Premium
0
8
590
1
2021-07-04 15:21:39.150730
null
Yes
Weekly
Condo
2,221
42,020
58
Female
3,615
Married
1
PhD
Unemployed
9.598361
Rural
Premium
null
8
613
5
2020-11-04 15:21:39.096739
Good
Yes
Weekly
Condo
1,874
42,021
37
Female
9,756
Married
2
PhD
Unemployed
32.717626
Suburban
Comprehensive
null
19
438
2
2020-09-19 15:21:39.190215
Poor
Yes
Weekly
House
1,685
42,022
61
Female
35,759
Married
3
High School
null
43.018311
Rural
Basic
0
4
null
5
2021-07-16 15:21:39.273973
Good
No
Rarely
House
1,356
42,023
47
Male
71,331
Married
null
High School
Unemployed
26.71749
Suburban
Premium
null
4
null
1
2019-11-08 15:21:39.126661
null
No
Rarely
Apartment
25
42,024
36
Male
6,519
Married
1
High School
null
41.556537
Urban
Comprehensive
3
5
438
6
2021-10-30 15:21:39.132191
Average
No
Weekly
House
478
42,025
32
Male
38,323
Divorced
3
Master's
Unemployed
8.127566
Urban
Premium
null
12
496
9
2024-04-26 15:21:39.199447
Average
No
Monthly
Condo
2,798
42,026
45
Female
91,402
Single
2
PhD
Self-Employed
5.739414
Urban
Comprehensive
0
10
444
7
2024-03-08 15:21:39.219432
Good
No
Daily
Condo
1,555
42,027
20
Male
14,111
Married
2
High School
null
31.256716
Urban
Comprehensive
0
12
413
4
2020-10-31 15:21:39.134960
Good
No
Weekly
House
1,063
42,028
59
Female
25,882
Married
2
Master's
null
9.418617
Suburban
Basic
null
18
354
6
2023-08-13 15:21:39.229482
Average
No
Rarely
Apartment
1,081
42,029
42
Female
99,849
Divorced
2
Master's
Employed
34.593629
Urban
Premium
null
12
326
3
2023-05-19 15:21:39.117183
Poor
Yes
Monthly
Apartment
1,422
42,030
29
Female
30,652
Married
1
Master's
Unemployed
44.262338
Urban
Basic
null
14
549
7
2022-08-31 15:21:39.155231
Good
Yes
Rarely
Condo
2,195
42,031
53
Male
4,972
Divorced
1
High School
Unemployed
44.180402
Urban
Comprehensive
1
4
704
9
2021-03-17 15:21:39.091080
Average
No
Monthly
House
2,697
42,032
41
Male
3,472
Married
0
Bachelor's
Unemployed
33.683544
Urban
Basic
3
12
567
1
2021-01-13 15:21:39.244069
Poor
No
Monthly
House
2,326
42,033
21
Female
67,966
Divorced
0
Bachelor's
Self-Employed
26.354218
Urban
Premium
1
10
490
4
2022-05-10 15:21:39.237118
Poor
Yes
Daily
Condo
2,074
42,034
36
Male
39,828
Married
3
Bachelor's
null
7.068043
Suburban
Premium
2
3
840
3
2021-09-21 15:21:39.096739
Poor
Yes
Monthly
House
398
42,035
61
Female
35,651
Single
3
Master's
Self-Employed
18.72612
Urban
Comprehensive
null
4
626
1
2022-01-09 15:21:39.265513
Poor
No
Monthly
House
141
42,036
36
Male
49,087
Single
0
Bachelor's
null
26.651902
Suburban
Comprehensive
null
3
506
9
2022-05-30 15:21:39.244069
Average
Yes
Daily
Apartment
2,155
42,037
58
Male
23,791
Married
3
Bachelor's
null
8.94516
Rural
Comprehensive
3
12
421
3
2019-12-02 15:21:39.106582
Good
Yes
Weekly
House
1,155
42,038
49
Female
33,466
Single
null
PhD
Employed
35.846015
Urban
Basic
1
9
713
8
2023-08-10 15:21:39.155231
Average
Yes
Weekly
Condo
1,136
42,039
64
Female
24,706
Married
1
PhD
null
31.091558
Rural
Comprehensive
0
11
819
6
2020-10-02 15:21:39.285112
Good
No
Weekly
Apartment
1,174
42,040
61
Male
87,759
Divorced
4
Bachelor's
Unemployed
26.01158
Suburban
Basic
null
1
473
1
2020-06-08 15:21:39.266452
Poor
Yes
Rarely
House
2,549
42,041
43
Female
2,382
Divorced
3
Master's
Self-Employed
19.387834
Rural
Basic
1
4
314
7
2021-06-07 15:21:39.237118
Poor
No
Monthly
Apartment
69
42,042
51
Male
381
Married
1
High School
Employed
19.39842
Urban
Comprehensive
2
8
823
5
2019-11-01 15:21:39.282785
null
Yes
Rarely
Apartment
603
42,043
62
Female
null
Single
1
PhD
Unemployed
42.835497
Urban
Comprehensive
0
4
300
9
2021-04-10 15:21:39.237118
Poor
No
Weekly
House
1,489
42,044
53
Male
3,499
Single
0
High School
Unemployed
6.958386
Rural
Premium
0
8
653
8
2024-02-09 15:21:39.244069
Average
No
Rarely
Apartment
3,226
42,045
null
Female
4,520
Married
3
Bachelor's
null
15.827691
Suburban
Basic
1
14
536
1
2021-05-02 15:21:39.098696
Average
No
Daily
Apartment
2,155
42,046
21
Female
35,200
Divorced
1
PhD
Unemployed
34.868694
Urban
Basic
null
9
813
1
2023-09-18 15:21:39.134960
null
Yes
Weekly
Apartment
588
42,047
58
Male
6,555
Divorced
0
PhD
Employed
20.957162
Rural
Comprehensive
null
10
579
4
2023-10-19 15:21:39.155231
Good
No
Daily
Condo
365
42,048
51
Female
35,454
Divorced
2
High School
Unemployed
15.035949
Urban
Basic
1
5
823
9
2019-10-14 15:21:39.181605
null
Yes
Monthly
Apartment
461
42,049
38
Female
4,899
Single
1
Bachelor's
Unemployed
null
Urban
Comprehensive
0
1
805
5
2020-03-14 15:21:39.283783
Average
No
Monthly
Condo
24
42,050
55
Male
24,882
Married
0
PhD
Unemployed
23.808814
Rural
Premium
null
15
588
7
2021-02-28 15:21:39.132191
Poor
No
Monthly
House
528
42,051
23
Male
126,916
Single
1
PhD
null
9.333869
Urban
Comprehensive
null
8
331
8
2020-01-24 15:21:39.226954
Average
No
Monthly
Apartment
648
42,052
24
Male
39,255
Single
3
Bachelor's
Self-Employed
15.136412
Suburban
Basic
0
13
696
1
2020-02-03 15:21:39.188220
Poor
Yes
Monthly
Condo
596
42,053
39
Male
37,352
Married
0
Master's
Employed
17.008502
Rural
Premium
1
12
564
8
2021-05-01 15:21:39.148733
Poor
Yes
Weekly
House
1,620
42,054
27
Female
2,663
Married
3
High School
Self-Employed
19.588428
Urban
Premium
2
7
807
8
2023-03-28 15:21:39.237118
Poor
Yes
Monthly
House
1,297
42,055
25
Male
24,575
Divorced
null
Master's
null
24.660538
Suburban
Premium
null
9
335
8
2024-04-09 15:21:39.208842
Average
No
Rarely
Condo
894
42,056
23
Male
47,876
Married
4
PhD
Unemployed
42.785896
Suburban
Basic
null
10
435
4
2023-02-14 15:21:39.226954
Good
No
Monthly
House
478
42,057
36
Female
16,892
Divorced
4
High School
null
28.837795
Urban
Comprehensive
null
6
749
7
2021-05-31 15:21:39.092127
Good
Yes
Daily
Apartment
584
42,058
20
Male
14,592
Divorced
3
High School
Employed
20.737732
Rural
Basic
null
17
null
8
2023-10-31 15:21:39.258696
Poor
No
Daily
Apartment
1,085
42,059
26
Female
131,539
Married
3
Bachelor's
Self-Employed
53.481947
Rural
Comprehensive
2
17
821
8
2019-08-31 15:21:39.207847
Poor
Yes
Monthly
House
34
42,060
27
Female
59,033
Divorced
2
Bachelor's
Employed
7.827598
Rural
Comprehensive
1
7
763
2
2021-05-13 15:21:39.174719
Good
Yes
Rarely
Apartment
186
42,061
51
Female
35,000
Single
3
High School
Employed
42.936317
Suburban
Premium
1
1
null
2
2023-06-28 15:21:39.194829
Good
Yes
Rarely
House
654
42,062
30
Female
18,055
Married
2
PhD
Employed
37.964321
Suburban
Premium
null
14
330
6
2020-10-07 15:21:39.186212
Poor
Yes
Daily
Apartment
1,373
42,063
38
Male
4,635
Married
1
Bachelor's
null
20.837481
Urban
Comprehensive
null
19
373
6
2024-06-13 15:21:39.079128
Average
Yes
Weekly
House
1,517
42,064
43
Female
55,723
Single
3
Bachelor's
null
null
Suburban
Premium
1
8
453
5
2021-01-18 15:21:39.155231
Poor
No
Daily
Apartment
1,615
42,065
62
Female
24
Single
4
PhD
null
8.281249
Rural
Comprehensive
3
6
557
2
2021-10-05 15:21:39.237118
Good
Yes
Daily
Apartment
1,242
42,066
43
Male
18,092
Married
0
PhD
Self-Employed
4.696903
Rural
Premium
null
5
603
8
2020-05-21 15:21:39.237118
Poor
Yes
Daily
House
714
42,067
60
Male
44,110
Married
3
Bachelor's
Unemployed
15.520466
Urban
Comprehensive
1
4
567
6
2024-08-15 15:21:39.155231
Good
Yes
Monthly
House
524
42,068
23
Female
39,042
Married
4
Bachelor's
Unemployed
30.443969
Rural
Comprehensive
1
12
null
4
2020-09-22 15:21:39.132191
Average
No
Weekly
House
661
42,069
58
Male
20,926
Single
4
Bachelor's
Unemployed
3.858106
Urban
Premium
null
11
null
3
2022-12-30 15:21:39.211806
Good
Yes
Weekly
Apartment
809
42,070
48
Male
6,056
Married
null
PhD
null
13.856299
Rural
Comprehensive
null
4
316
6
2023-11-27 15:21:39.148733
Poor
No
Daily
Apartment
1,393
42,071
50
Female
5,892
Single
3
Master's
Self-Employed
6.836182
Suburban
Basic
null
10
571
4
2022-02-09 15:21:39.237118
Good
Yes
Weekly
Condo
962
42,072
26
Female
1,216
Married
null
Bachelor's
Employed
35.068409
Urban
Comprehensive
2
2
797
7
2022-02-28 15:21:39.134960
Poor
Yes
Monthly
Apartment
940
42,073
36
Female
104,061
Single
null
PhD
Unemployed
42.998943
Urban
Premium
2
3
406
2
2020-11-11 15:21:39.202448
Poor
Yes
Rarely
Apartment
1,149
42,074
50
Male
null
Married
0
Bachelor's
Unemployed
32.719506
Rural
Premium
1
15
691
5
2019-11-19 15:21:39.134960
Good
No
Rarely
Apartment
35
42,075
22
Male
40,327
Married
0
Bachelor's
null
32.087023
Suburban
Premium
null
10
757
9
2022-11-23 15:21:39.253660
Average
Yes
Rarely
Condo
754
42,076
59
Male
2,879
Single
3
Bachelor's
Self-Employed
33.835964
Rural
Premium
2
0
732
2
2023-03-29 15:21:39.250151
Average
Yes
Daily
Apartment
499
42,077
64
Female
16,259
Divorced
null
PhD
Unemployed
25.495539
Rural
Basic
2
2
432
9
2021-06-17 15:21:39.281787
Poor
Yes
Daily
Condo
639
42,078
25
Female
20,313
Single
2
Master's
Unemployed
9.192867
Urban
Premium
0
2
566
3
2024-01-30 15:21:39.134960
Average
Yes
Daily
Condo
1,264
42,079
32
Female
28,463
Single
0
Bachelor's
Self-Employed
15.898664
Suburban
Premium
2
1
371
3
2020-11-09 15:21:39.226954
Poor
Yes
Daily
Apartment
876
42,080
25
Female
29,873
Divorced
3
PhD
null
29.62402
Rural
Basic
1
5
796
6
2022-09-11 15:21:39.109552
Average
Yes
Monthly
House
1,711
42,081
22
Male
68,349
Single
3
Master's
Self-Employed
null
Suburban
Comprehensive
null
12
614
2
2022-12-05 15:21:39.134960
null
No
Rarely
Condo
1,329
42,082
62
Female
14,094
Single
1
Master's
Employed
null
Suburban
Basic
null
9
731
5
2023-10-14 15:21:39.121169
Good
No
Weekly
Condo
542
42,083
54
Female
28,561
Married
2
PhD
null
22.813971
Urban
Comprehensive
null
7
543
8
2022-02-19 15:21:39.192212
Good
Yes
Weekly
Apartment
1,824
42,084
24
Female
24,761
Single
2
PhD
null
13.481948
Rural
Comprehensive
0
13
483
2
2021-07-18 15:21:39.168099
Poor
Yes
Daily
House
1,015
42,085
60
Male
25,861
Married
2
PhD
Self-Employed
52.769365
Rural
Premium
null
10
785
2
2020-08-24 15:21:39.147735
Poor
No
Monthly
House
1,116
42,086
44
Male
46,018
Single
3
Master's
Employed
27.759025
Suburban
Comprehensive
null
6
685
4
2023-06-05 15:21:39.134960
Poor
No
Monthly
Condo
75
42,087
25
Female
915
Married
4
High School
null
null
Rural
Basic
0
7
null
3
2023-04-28 15:21:39.155231
Poor
No
Daily
Apartment
1,462
42,088
18
Male
1,885
Single
3
Master's
Employed
12.332398
Suburban
Premium
0
18
722
5
2019-10-05 15:21:39.118178
Good
No
Daily
Apartment
1,651
42,089
50
Female
14,991
Married
1
Bachelor's
null
22.554919
Suburban
Premium
null
13
763
7
2022-04-15 15:21:39.134960
Good
Yes
Monthly
Apartment
104
42,090
20
Male
11,784
Divorced
1
PhD
Unemployed
5.591944
Suburban
Comprehensive
0
17
null
5
2021-11-15 15:21:39.191219
Good
Yes
Monthly
House
1,136
42,091
35
Female
5,071
Married
3
Master's
Self-Employed
17.388538
Urban
Comprehensive
null
13
521
2
2022-12-15 15:21:39.237118
Poor
No
Monthly
House
635
42,092
45
Male
5,812
Divorced
3
Master's
null
41.75983
Suburban
Basic
2
19
712
2
2020-11-18 15:21:39.126661
Good
Yes
Daily
Condo
2,248
42,093
37
Male
30,562
Single
3
Bachelor's
Unemployed
10.802828
Suburban
Comprehensive
1
9
617
8
2024-04-07 15:21:39.092127
Poor
Yes
Monthly
House
112
42,094
20
Male
17,672
Single
4
High School
null
4.924621
Urban
Premium
0
7
641
1
2024-02-12 15:21:39.134960
Poor
No
Rarely
House
110
42,095
46
Male
39,798
Divorced
4
PhD
null
44.540315
Rural
Comprehensive
0
7
719
8
2024-04-20 15:21:39.189223
Poor
No
Monthly
Condo
977
42,096
58
Male
25,731
Divorced
1
Master's
Self-Employed
37.823106
Urban
Comprehensive
1
4
336
9
2019-09-07 15:21:39.155231
Average
No
Weekly
House
725
42,097
61
Female
43,860
Divorced
2
High School
Unemployed
19.530943
Urban
Comprehensive
0
0
731
2
2020-06-29 15:21:39.131192
Good
Yes
Weekly
Condo
1,797
42,098
46
Female
46,269
Married
2
High School
Unemployed
26.634306
Urban
Premium
1
10
491
3
2023-06-20 15:21:39.134960
Good
No
Monthly
House
921
42,099
19
Female
9,947
Single
1
Bachelor's
Employed
30.947255
Suburban
Comprehensive
null
0
null
3
2020-05-01 15:21:39.283783
Poor
No
Monthly
Condo
875