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
29,000
52
Male
16,761
Single
1
Bachelor's
Self-Employed
22.157834
Urban
Comprehensive
null
0
775
6
2021-10-20 15:21:39.134960
Good
Yes
Daily
Apartment
1,438
29,001
63
Female
26,278
Married
2
Master's
null
16.95512
Urban
Comprehensive
0
1
746
3
2023-06-22 15:21:39.280784
null
No
Rarely
Condo
773
29,002
43
Male
null
Married
0
Master's
null
15.908482
Rural
Basic
0
8
526
7
2023-07-23 15:21:39.258696
Poor
No
Monthly
Apartment
356
29,003
null
Female
567
Married
2
PhD
null
44.939075
Suburban
Basic
0
8
338
6
2023-01-26 15:21:39.202448
Poor
No
Daily
Apartment
1,459
29,004
39
Female
10,891
Divorced
3
Master's
Employed
18.426924
Urban
Basic
1
16
null
4
2019-11-04 15:21:39.188220
Good
No
Daily
Condo
966
29,005
27
Male
35,773
Married
2
Bachelor's
null
33.924128
Suburban
Comprehensive
1
19
359
1
2024-02-26 15:21:39.100695
null
Yes
Monthly
House
37
29,006
52
Female
29,316
Divorced
3
Master's
null
19.390098
Suburban
Basic
null
10
796
1
2022-07-08 15:21:39.155231
Good
Yes
Rarely
Condo
921
29,007
49
Female
23,146
Married
null
Master's
Unemployed
15.137538
Rural
Basic
null
5
519
4
2022-01-09 15:21:39.095696
Good
No
Rarely
House
838
29,008
31
Male
3,904
Divorced
3
Bachelor's
Employed
14.066994
Rural
Basic
0
12
486
4
2020-08-08 15:21:39.217387
Good
Yes
Weekly
House
547
29,009
32
Male
34,192
Divorced
2
PhD
Self-Employed
44.357743
Rural
Premium
2
0
685
8
2020-11-23 15:21:39.230483
Poor
Yes
Monthly
House
583
29,010
32
Female
28,118
Divorced
0
Master's
null
10.658576
Suburban
Premium
0
8
416
8
2024-03-07 15:21:39.201446
Average
No
Rarely
Condo
471
29,011
51
Male
16,861
Married
4
High School
null
11.479962
Suburban
Premium
1
9
839
5
2021-01-03 15:21:39.180553
Average
Yes
Weekly
Condo
976
29,012
29
Female
90,600
Single
1
Master's
Employed
31.845414
Rural
Comprehensive
null
10
407
9
2020-02-23 15:21:39.221386
null
No
Weekly
Apartment
539
29,013
32
Female
492
Married
0
Bachelor's
Employed
24.028869
Urban
Premium
1
4
468
8
2021-03-26 15:21:39.265513
Poor
No
Rarely
House
2,611
29,014
43
Male
53,851
Divorced
3
High School
null
23.527696
Rural
Premium
null
14
758
1
2021-12-16 15:21:39.155231
Average
No
Rarely
Apartment
166
29,015
42
Male
716
Single
2
Master's
null
50.723016
Rural
Premium
null
6
677
2
2019-08-30 15:21:39.274993
Poor
No
Monthly
Apartment
974
29,016
57
Male
26,593
Single
2
PhD
Employed
47.286919
Rural
Premium
1
8
729
6
2023-10-16 15:21:39.134960
Average
Yes
Rarely
Condo
951
29,017
47
Male
24,572
Married
4
High School
Unemployed
16.560902
Suburban
Basic
1
11
null
2
2023-02-04 15:21:39.237118
Poor
Yes
Weekly
Apartment
996
29,018
21
Female
17,962
Married
2
Bachelor's
null
8.555471
Rural
Comprehensive
null
18
545
8
2020-03-21 15:21:39.273454
Good
Yes
Rarely
House
30
29,019
28
Male
37,841
Divorced
null
High School
Self-Employed
23.497551
Rural
Comprehensive
null
1
431
6
2020-10-21 15:21:39.155231
Good
No
Weekly
Condo
978
29,020
28
Female
20,360
Married
0
PhD
Unemployed
null
Rural
Basic
1
6
554
1
2024-08-05 15:21:39.245086
Good
Yes
Daily
Condo
642
29,021
46
Male
66,429
Married
1
Master's
Employed
13.374555
Urban
Basic
1
17
501
5
2023-10-16 15:21:39.226954
Average
No
Weekly
Apartment
20
29,022
49
Male
102,174
Divorced
3
Master's
Employed
21.794735
Urban
Basic
3
15
487
4
2020-10-07 15:21:39.122134
Good
Yes
Daily
Condo
102
29,023
40
Female
16,281
Divorced
3
Master's
Employed
39.720821
Rural
Premium
1
16
402
3
2020-02-26 15:21:39.283783
Average
Yes
Rarely
Condo
463
29,024
50
Female
113,059
Divorced
1
Master's
Unemployed
15.677029
Urban
Basic
1
5
444
2
2020-01-07 15:21:39.134960
null
No
Rarely
Condo
1,739
29,025
53
Male
8,991
Married
3
PhD
Unemployed
6.60378
Urban
Premium
2
13
449
4
2021-12-21 15:21:39.095696
Good
Yes
Daily
Apartment
1,404
29,026
43
Male
2,890
Divorced
3
Bachelor's
Self-Employed
39.695979
Rural
Basic
null
1
532
9
2022-06-14 15:21:39.087123
Average
No
Rarely
Apartment
2,134
29,027
20
Male
17,091
Divorced
null
High School
Unemployed
9.929304
Rural
Premium
2
3
731
3
2019-12-25 15:21:39.112553
Average
Yes
Daily
House
1,105
29,028
20
Female
3,518
null
3
Bachelor's
Employed
34.597417
Urban
Comprehensive
1
0
772
4
2022-08-27 15:21:39.204790
Good
No
Weekly
House
1,242
29,029
39
Male
40,843
Divorced
0
Bachelor's
Self-Employed
31.936539
Urban
Comprehensive
0
0
400
2
2021-02-08 15:21:39.181605
Average
No
Daily
Condo
526
29,030
34
Male
26,786
Married
0
PhD
null
24.898365
Urban
Premium
1
19
565
5
2019-09-10 15:21:39.221386
Good
Yes
Monthly
Apartment
925
29,031
61
Female
14,081
null
3
Master's
null
11.67497
Urban
Basic
1
7
null
3
2022-03-23 15:21:39.188220
Good
No
Monthly
Apartment
36
29,032
38
Male
102,984
null
3
Master's
Unemployed
18.87623
Urban
Comprehensive
null
14
386
1
2020-03-19 15:21:39.181605
Good
Yes
Weekly
House
2,144
29,033
36
Male
2,598
Single
1
Master's
Self-Employed
null
Suburban
Basic
null
11
null
1
2019-11-25 15:21:39.274993
null
No
Weekly
Condo
1,058
29,034
20
Female
17,663
Single
4
Master's
Self-Employed
24.556691
Rural
Basic
0
10
null
8
2023-01-31 15:21:39.244069
Average
Yes
Monthly
Apartment
3,893
29,035
34
Female
909
Single
4
Bachelor's
Self-Employed
26.818584
Suburban
Comprehensive
2
10
517
4
2023-05-30 15:21:39.155231
Average
No
Monthly
House
431
29,036
62
Female
17,850
Divorced
0
Bachelor's
Employed
11.990866
Suburban
Premium
1
16
566
1
2020-10-08 15:21:39.086123
Poor
No
Monthly
Apartment
1,015
29,037
43
Male
29,897
Divorced
2
Bachelor's
Unemployed
29.847341
Rural
Premium
0
7
636
3
2021-12-19 15:21:39.145732
Poor
No
Weekly
House
2,570
29,038
53
Male
29,092
Divorced
4
High School
null
18.829705
Urban
Comprehensive
2
9
627
7
2021-04-22 15:21:39.167099
Good
No
Rarely
Apartment
675
29,039
20
Male
645
Divorced
1
PhD
Self-Employed
null
Urban
Premium
2
6
745
9
2020-04-12 15:21:39.134960
Poor
No
Daily
Condo
831
29,040
47
Female
7,096
Married
0
Master's
Self-Employed
47.730516
Rural
Premium
null
14
695
1
2022-05-04 15:21:39.224915
Poor
No
Weekly
Apartment
2,914
29,041
44
Female
27,126
Married
0
Bachelor's
null
29.26673
Rural
Comprehensive
null
11
707
6
2023-03-02 15:21:39.134960
Poor
No
Weekly
Apartment
1,233
29,042
40
Female
114,583
Single
null
PhD
Self-Employed
17.955745
Suburban
Premium
null
17
478
9
2020-08-22 15:21:39.219432
Poor
Yes
Rarely
Condo
382
29,043
35
Female
4,902
Single
4
PhD
Employed
5.922775
Rural
Premium
2
16
742
2
2021-10-05 15:21:39.104139
null
No
Rarely
Condo
1,861
29,044
32
Male
27,281
Married
0
Bachelor's
Unemployed
null
Urban
Comprehensive
null
8
662
3
2022-08-02 15:21:39.115178
Poor
Yes
Monthly
Condo
535
29,045
38
Female
30,697
Divorced
1
Bachelor's
Unemployed
30.98131
Rural
Premium
null
4
711
6
2022-01-04 15:21:39.276901
Average
No
Weekly
House
214
29,046
40
Male
22,348
Married
0
High School
Unemployed
17.539102
Urban
Comprehensive
2
5
516
6
2023-10-16 15:21:39.096739
Good
No
Rarely
House
1,487
29,047
39
Female
58,435
Married
2
PhD
Employed
5.552735
Suburban
Basic
null
15
427
2
2022-04-08 15:21:39.254678
Average
No
Daily
Apartment
2,170
29,048
57
Female
8,051
Divorced
0
High School
null
22.827294
Urban
Premium
null
16
null
1
2020-12-19 15:21:39.194829
Good
No
Monthly
House
549
29,049
62
Male
1,143
Single
null
Master's
Unemployed
25.053053
Urban
Basic
2
18
773
7
2019-09-12 15:21:39.177724
Poor
Yes
Weekly
Apartment
709
29,050
53
Male
607
Married
1
Bachelor's
Unemployed
17.7692
Rural
Premium
null
6
821
9
2021-01-29 15:21:39.237118
Poor
Yes
Daily
House
22
29,051
34
Female
4,973
Married
1
Bachelor's
null
41.553344
Suburban
Comprehensive
null
13
null
5
2020-11-11 15:21:39.126661
Average
No
Weekly
Condo
2,046
29,052
29
Male
43,832
Single
3
Master's
null
39.828251
Rural
Premium
1
16
639
8
2020-11-16 15:21:39.176717
Good
Yes
Rarely
Apartment
632
29,053
36
Male
10,149
Married
2
PhD
Unemployed
48.567448
Suburban
Basic
null
10
459
2
2024-05-07 15:21:39.098696
Good
No
Weekly
Apartment
1,013
29,054
33
Female
85,899
Single
4
Master's
Self-Employed
40.682079
Suburban
Comprehensive
2
3
774
5
2022-10-26 15:21:39.281787
Good
Yes
Weekly
House
2,543
29,055
61
Female
27,358
Single
4
High School
Self-Employed
17.955541
Rural
Comprehensive
1
13
647
7
2020-03-12 15:21:39.113566
Average
No
Daily
Condo
554
29,056
29
Male
4,066
Divorced
3
PhD
Unemployed
38.794311
Suburban
Premium
null
1
355
8
2019-10-24 15:21:39.155231
Average
Yes
Monthly
House
3,315
29,057
53
Male
1,156
Divorced
1
High School
null
null
Suburban
Comprehensive
0
19
607
5
2021-08-23 15:21:39.107553
Good
No
Rarely
House
2,566
29,058
22
Male
7,053
Married
3
PhD
Unemployed
30.948669
Suburban
Comprehensive
null
3
584
4
2019-09-25 15:21:39.167099
Average
Yes
Monthly
Condo
1,396
29,059
23
Male
28,418
Married
2
High School
Self-Employed
17.396592
Suburban
Basic
0
12
390
2
2024-07-28 15:21:39.204790
Good
No
Weekly
Condo
1,310
29,060
37
Male
28,198
Married
3
High School
null
46.454845
Rural
Premium
1
17
636
1
2022-12-16 15:21:39.087123
Average
Yes
Weekly
Apartment
874
29,061
60
Female
5,498
Divorced
4
PhD
Self-Employed
39.510981
Urban
Premium
null
4
770
3
2022-07-13 15:21:39.251142
Average
No
Daily
House
689
29,062
50
Female
3,420
Married
2
High School
Self-Employed
23.622954
Suburban
Comprehensive
1
11
481
9
2022-09-09 15:21:39.173834
Average
No
Weekly
Apartment
1,165
29,063
60
Female
41,806
Married
2
Master's
Employed
35.857429
Urban
Comprehensive
null
7
471
1
2024-03-05 15:21:39.122134
Average
No
Rarely
House
1,271
29,064
59
Male
14,894
Divorced
1
PhD
Self-Employed
23.747745
Suburban
Premium
1
1
694
9
2022-01-05 15:21:39.104139
Average
Yes
Weekly
Apartment
330
29,065
24
Female
7,839
Divorced
2
Master's
Self-Employed
20.076324
Suburban
Comprehensive
0
17
499
1
2023-09-29 15:21:39.266452
Poor
Yes
Daily
Condo
1,482
29,066
47
Female
5,518
Single
0
Master's
Unemployed
29.88366
Suburban
Comprehensive
1
19
809
9
2022-06-01 15:21:39.233998
Poor
No
Weekly
House
1,617
29,067
44
Male
17,289
Single
0
High School
Unemployed
38.974117
Rural
Comprehensive
null
15
673
6
2021-12-15 15:21:39.145732
null
Yes
Weekly
Condo
3,274
29,068
58
Male
41,788
Single
4
Bachelor's
Employed
29.924212
Rural
Comprehensive
0
10
738
6
2021-03-01 15:21:39.155231
Poor
Yes
Monthly
Condo
803
29,069
44
Female
5,838
Single
null
Bachelor's
null
51.248856
Rural
Premium
null
17
637
8
2024-03-07 15:21:39.091080
Average
No
Rarely
House
2,728
29,070
35
Male
799
Single
0
PhD
Employed
null
Rural
Comprehensive
null
16
695
9
2022-10-03 15:21:39.134960
Average
No
Weekly
Condo
1,410
29,071
60
Female
9,837
Married
3
PhD
Unemployed
31.093912
Rural
Premium
0
1
510
9
2024-04-16 15:21:39.216387
Poor
Yes
Daily
House
1,860
29,072
19
Female
4,913
Single
null
High School
Employed
10.84765
Rural
Comprehensive
1
13
486
1
2024-07-05 15:21:39.113566
Poor
No
Weekly
House
1,191
29,073
28
Male
50,736
Single
null
PhD
Self-Employed
12.717184
Rural
Comprehensive
1
17
403
6
2024-07-13 15:21:39.237118
Average
Yes
Daily
Apartment
2,698
29,074
31
Female
100,913
Single
0
PhD
Self-Employed
21.788436
Urban
Premium
0
19
381
5
2024-02-08 15:21:39.287115
Good
Yes
Rarely
Apartment
819
29,075
62
Female
76,095
Divorced
1
Master's
Employed
23.955441
Urban
Comprehensive
3
10
463
4
2021-05-30 15:21:39.090124
Good
No
Daily
Condo
982
29,076
18
Male
131,563
Married
2
PhD
Employed
16.14281
Suburban
Basic
null
15
692
1
2022-12-20 15:21:39.249100
Poor
Yes
Daily
Condo
210
29,077
26
Male
17,696
Married
1
High School
Self-Employed
null
Urban
Premium
null
19
775
8
2020-04-24 15:21:39.090124
Good
No
Daily
House
467
29,078
59
Female
142,327
Married
4
PhD
Unemployed
6.064453
Urban
Basic
null
12
591
3
2019-10-10 15:21:39.093681
Poor
No
Rarely
House
35
29,079
38
Female
17,991
Divorced
1
Master's
Self-Employed
29.654066
Urban
Basic
2
16
803
2
2019-09-04 15:21:39.170099
Poor
Yes
Rarely
Apartment
431
29,080
32
Male
31,439
Married
0
Bachelor's
null
31.979561
Suburban
Basic
1
6
728
6
2020-08-23 15:21:39.102694
Poor
Yes
Monthly
Condo
839
29,081
49
Male
6,051
Single
4
Bachelor's
Unemployed
9.527731
Urban
Comprehensive
0
14
629
9
2023-08-20 15:21:39.134960
Good
Yes
Weekly
House
1,617
29,082
23
Female
null
Married
1
PhD
Self-Employed
39.645656
Suburban
Comprehensive
1
8
367
5
2021-09-19 15:21:39.222387
null
Yes
Daily
House
23
29,083
46
Male
16,042
Divorced
3
High School
null
null
Suburban
Basic
3
15
656
5
2022-07-30 15:21:39.085129
Poor
Yes
Rarely
House
645
29,084
59
Female
3,086
Married
3
Master's
null
38.223669
Urban
Comprehensive
null
12
null
2
2022-06-27 15:21:39.200452
Poor
Yes
Rarely
House
93
29,085
54
Male
34,172
Divorced
4
Master's
Unemployed
48.935401
Suburban
Basic
0
18
796
9
2023-01-05 15:21:39.211806
Good
No
Rarely
Apartment
969
29,086
45
Female
34
Single
3
High School
Self-Employed
16.483409
Urban
Basic
null
7
753
2
2023-04-06 15:21:39.279729
Poor
Yes
Weekly
House
384
29,087
26
Male
131,185
Divorced
2
High School
Unemployed
14.991084
Rural
Basic
1
15
410
4
2021-05-29 15:21:39.225916
Poor
No
Daily
Condo
1,657
29,088
48
Male
8,093
Single
0
Master's
Self-Employed
24.988787
Rural
Premium
0
0
756
6
2020-04-06 15:21:39.209847
Poor
Yes
Weekly
House
1,206
29,089
63
Male
40,403
Divorced
3
PhD
Self-Employed
11.004495
Urban
Basic
1
19
328
7
2021-10-24 15:21:39.280784
Poor
No
Monthly
Condo
2,149
29,090
21
Male
16,449
Married
2
High School
null
18.979482
Rural
Basic
2
6
337
6
2020-09-20 15:21:39.130190
Poor
Yes
Daily
Apartment
1,594
29,091
19
Female
24,069
Single
0
High School
null
20.835257
Rural
Comprehensive
null
15
730
7
2019-09-15 15:21:39.193945
Average
Yes
Rarely
Condo
1,349
29,092
20
Male
14,991
Divorced
4
Bachelor's
Unemployed
31.919442
Suburban
Basic
1
9
762
8
2023-11-27 15:21:39.148733
Good
No
Daily
Condo
1,597
29,093
18
Male
1,495
Single
3
High School
Self-Employed
35.96418
Urban
Premium
null
6
571
9
2020-05-05 15:21:39.092127
Average
Yes
Monthly
House
2,267
29,094
19
Female
24,963
Divorced
2
PhD
null
11.099291
Rural
Basic
0
8
441
1
2021-12-24 15:21:39.224915
Poor
Yes
Monthly
Apartment
571
29,095
64
Male
27,231
Divorced
0
High School
null
10.774855
Urban
Basic
0
3
708
2
2023-08-23 15:21:39.267454
Poor
No
Rarely
House
313
29,096
29
Female
28,324
Single
1
Bachelor's
Self-Employed
48.18359
Suburban
Basic
0
0
549
9
2024-08-03 15:21:39.166062
Poor
Yes
Monthly
Apartment
97
29,097
34
Female
11,182
Single
null
Master's
Employed
23.90701
Suburban
Comprehensive
null
19
590
5
2019-10-31 15:21:39.134960
Good
Yes
Monthly
Condo
2,886
29,098
41
Male
38,393
Married
1
Master's
Employed
44.947668
Rural
Basic
1
4
661
4
2020-06-24 15:21:39.082499
Good
Yes
Rarely
House
1,361
29,099
58
Female
3,625
Single
1
Bachelor's
null
13.121466
Urban
Premium
null
10
466
5
2020-02-19 15:21:39.225916
Good
No
Weekly
House
1,553