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
18,000
34
Male
49,523
Divorced
4
Master's
null
51.118817
Suburban
Basic
null
7
813
5
2020-04-26 15:21:39.198406
Average
Yes
Rarely
Apartment
1,099
18,001
32
Male
10,033
Divorced
2
PhD
Employed
41.583711
Urban
Basic
null
5
701
7
2020-02-20 15:21:39.133866
Average
Yes
Weekly
Condo
783
18,002
64
Female
92,557
Divorced
1
PhD
Unemployed
29.567833
Urban
Premium
0
18
393
8
2021-04-26 15:21:39.134960
Good
Yes
Rarely
Condo
749
18,003
29
Female
57,586
Divorced
1
Bachelor's
Unemployed
12.923605
Urban
Premium
2
17
729
3
2022-05-02 15:21:39.207847
Average
Yes
Rarely
House
35
18,004
null
Male
70,903
Married
0
Bachelor's
null
8.813684
Rural
Premium
null
15
458
7
2022-09-26 15:21:39.147735
Average
No
Weekly
Apartment
427
18,005
50
Female
998
Married
4
Master's
Unemployed
24.240598
Rural
Basic
4
4
695
8
2020-04-01 15:21:39.131192
Good
No
Rarely
Condo
1,067
18,006
55
Male
15,253
Single
2
PhD
Unemployed
16.163351
Rural
Premium
0
10
687
9
2021-02-07 15:21:39.237118
Average
No
Rarely
House
849
18,007
31
Female
8,069
Married
0
Bachelor's
Employed
41.837487
Suburban
Basic
0
6
794
3
2022-02-13 15:21:39.134960
Good
No
Daily
House
549
18,008
29
Female
36,555
Single
0
High School
null
22.602904
Urban
Premium
0
6
391
8
2023-02-11 15:21:39.237118
Average
Yes
Monthly
Condo
1,784
18,009
49
Female
1,851
Married
3
PhD
Employed
51.93975
Urban
Basic
null
7
692
3
2023-12-04 15:21:39.281787
Average
No
Weekly
House
3,007
18,010
29
Female
3,908
Married
1
High School
null
13.052541
Urban
Premium
1
5
336
2
2021-01-22 15:21:39.100695
Good
Yes
Monthly
Apartment
1,133
18,011
25
Female
18,396
Married
3
Master's
Employed
17.296317
Rural
Basic
2
17
705
6
2020-11-14 15:21:39.193945
Good
No
Weekly
Apartment
593
18,012
39
Male
23,879
Married
3
Bachelor's
null
39.868374
Urban
Comprehensive
0
19
587
4
2022-02-14 15:21:39.285112
Good
Yes
Daily
Condo
282
18,013
43
Female
39,042
Single
2
High School
Self-Employed
17.009951
Urban
Comprehensive
0
18
543
7
2021-09-13 15:21:39.237118
Poor
No
Rarely
House
2,635
18,014
44
Female
5,881
Single
2
Bachelor's
null
29.088261
Suburban
Comprehensive
0
18
573
7
2022-05-24 15:21:39.176717
Poor
Yes
Monthly
House
1,824
18,015
53
Male
26,883
Single
0
Master's
null
34.087539
Suburban
Premium
1
14
830
2
2023-10-08 15:21:39.134960
Poor
Yes
Monthly
House
811
18,016
54
Female
35,192
Married
2
High School
Unemployed
27.753588
Suburban
Basic
0
6
null
9
2024-06-09 15:21:39.134960
Good
Yes
Weekly
Apartment
1,258
18,017
46
Male
2,818
Single
0
PhD
Employed
10.695974
Urban
Premium
null
0
648
7
2021-03-27 15:21:39.091080
null
Yes
Weekly
Condo
2,901
18,018
48
Male
53,472
null
0
Bachelor's
Self-Employed
27.128964
Suburban
Comprehensive
0
15
471
6
2020-11-01 15:21:39.204790
Average
Yes
Monthly
Condo
381
18,019
64
Female
86,811
Married
3
PhD
Employed
5.294477
Suburban
Basic
null
13
496
9
2024-06-19 15:21:39.134960
Good
No
Weekly
Condo
236
18,020
58
Female
17,250
Divorced
0
High School
null
16.868885
Urban
Premium
null
9
718
3
2021-06-19 15:21:39.180553
Good
No
Monthly
Apartment
530
18,021
56
Male
15,983
Single
0
Master's
Unemployed
10.039335
Rural
Premium
null
3
486
8
2023-11-05 15:21:39.134960
Average
Yes
Rarely
Condo
784
18,022
43
Female
17,081
Divorced
null
Bachelor's
Employed
10.878608
Urban
Premium
2
9
578
3
2023-10-16 15:21:39.171102
Poor
No
Daily
Apartment
1,338
18,023
61
Female
11,589
Married
4
High School
Unemployed
30.028728
Suburban
Basic
0
18
null
1
2022-07-13 15:21:39.207847
Good
Yes
Rarely
Condo
790
18,024
27
Female
3,717
Divorced
0
PhD
Employed
5.814404
Urban
Comprehensive
0
17
626
5
2020-12-21 15:21:39.261856
Poor
No
Rarely
House
2,416
18,025
60
Female
99,182
Married
null
Master's
null
44.144596
Rural
Premium
1
19
468
9
2023-09-08 15:21:39.125660
null
Yes
Rarely
Condo
192
18,026
36
Male
14,592
Single
0
PhD
null
41.788677
Suburban
Comprehensive
1
6
728
1
2020-02-23 15:21:39.263607
Poor
Yes
Rarely
Condo
789
18,027
21
Female
3,971
Married
3
Bachelor's
Employed
33.898467
Suburban
Comprehensive
2
17
506
3
2020-08-28 15:21:39.134960
Good
Yes
Monthly
Condo
1,647
18,028
43
Female
24,552
Single
null
High School
null
25.719284
Rural
Comprehensive
null
7
551
3
2024-02-07 15:21:39.123711
Poor
Yes
Monthly
Condo
2,183
18,029
32
Female
99,870
Divorced
4
PhD
Employed
41.058952
Urban
Comprehensive
2
17
567
8
2022-03-23 15:21:39.088124
Average
Yes
Monthly
Condo
3,166
18,030
24
Female
38,699
Single
1
Bachelor's
null
30.929356
Suburban
Premium
2
2
734
8
2022-08-11 15:21:39.193945
Good
Yes
Daily
Condo
1,515
18,031
63
Female
7,586
Single
1
PhD
Unemployed
41.644734
Suburban
Premium
0
0
656
6
2022-07-31 15:21:39.155231
Good
No
Rarely
House
378
18,032
25
Female
16,210
Single
4
High School
Employed
20.837654
Suburban
Comprehensive
0
7
729
7
2020-03-05 15:21:39.271453
Poor
No
Rarely
House
1,177
18,033
55
Female
16,861
Married
4
Bachelor's
null
23.32028
Rural
Basic
1
5
632
3
2023-11-28 15:21:39.174719
Average
Yes
Monthly
Condo
3,256
18,034
60
Female
7,086
Married
2
Master's
Self-Employed
30.302518
Urban
Basic
1
17
null
9
2021-03-07 15:21:39.237118
Poor
No
Weekly
House
641
18,035
50
Male
6,077
Single
4
Bachelor's
Employed
18.081631
Suburban
Premium
1
10
618
4
2022-07-24 15:21:39.285112
null
No
Rarely
Apartment
618
18,036
27
Female
22,666
Divorced
null
Master's
null
28.819165
Suburban
Premium
null
9
724
4
2024-04-10 15:21:39.121169
Average
Yes
Rarely
Apartment
1,025
18,037
36
Female
96,916
Single
2
High School
Employed
8.785921
Urban
Basic
2
8
393
1
2022-03-19 15:21:39.289099
Good
Yes
Weekly
Apartment
1,263
18,038
62
Female
2,562
Married
4
Bachelor's
null
38.176881
Suburban
Premium
2
0
846
1
2023-06-11 15:21:39.129190
Poor
Yes
Daily
Condo
1,277
18,039
null
Female
2,576
Divorced
0
PhD
null
35.595892
Rural
Comprehensive
2
5
451
7
2020-12-19 15:21:39.286113
Average
No
Monthly
Condo
1,175
18,040
41
Male
71,073
Single
1
Master's
Self-Employed
9.064487
Urban
Comprehensive
0
9
505
9
2020-10-26 15:21:39.185215
Good
Yes
Daily
Apartment
2,049
18,041
20
Male
132,517
Single
4
Bachelor's
Employed
12.913291
Suburban
Basic
1
8
441
9
2021-06-24 15:21:39.257696
Poor
Yes
Rarely
Condo
566
18,042
28
Female
26,625
Single
3
PhD
Self-Employed
47.937356
Urban
Premium
null
13
786
5
2020-05-08 15:21:39.134960
Poor
Yes
Weekly
Apartment
588
18,043
64
Female
90,916
null
3
High School
Employed
27.571073
Rural
Comprehensive
3
5
647
8
2020-08-05 15:21:39.229482
Average
No
Rarely
Condo
1,336
18,044
49
Male
21,589
Married
2
PhD
Self-Employed
18.749626
Rural
Premium
null
9
530
9
2021-05-27 15:21:39.126661
Poor
No
Daily
House
468
18,045
58
Male
29,097
Married
0
Master's
Unemployed
12.822691
Rural
Comprehensive
null
8
671
1
2022-06-08 15:21:39.276901
Average
Yes
Weekly
Apartment
1,040
18,046
61
Male
2,551
Married
0
Master's
null
23.236951
Suburban
Basic
2
16
667
6
2023-10-30 15:21:39.155231
Poor
Yes
Daily
Apartment
556
18,047
47
Male
17,096
Divorced
1
Bachelor's
null
null
Suburban
Basic
null
8
624
1
2020-05-14 15:21:39.226954
Good
No
Monthly
Condo
961
18,048
36
Female
35,951
Divorced
2
Master's
Unemployed
28.912309
Rural
Basic
3
5
673
7
2023-10-27 15:21:39.155231
Good
No
Weekly
House
537
18,049
31
Female
14,187
Single
1
High School
Self-Employed
36.895621
Rural
Basic
null
7
810
4
2024-06-16 15:21:39.179186
Average
Yes
Rarely
Apartment
1,019
18,050
36
Female
63,149
Single
2
High School
null
43.616434
Suburban
Comprehensive
1
19
310
4
2023-11-08 15:21:39.166062
null
Yes
Weekly
Apartment
2,116
18,051
21
Male
53,738
Divorced
3
Master's
Self-Employed
43.353828
Urban
Premium
0
18
308
3
2022-08-18 15:21:39.134960
Good
Yes
Daily
Apartment
473
18,052
32
Male
1,009
Divorced
null
Master's
Employed
null
Rural
Comprehensive
1
5
707
8
2020-09-14 15:21:39.248098
Average
No
Rarely
Condo
809
18,053
46
Male
16,072
Single
null
Master's
Self-Employed
34.924022
Rural
Comprehensive
null
14
839
1
2021-03-04 15:21:39.080440
Poor
No
Rarely
Condo
381
18,054
63
Male
16,011
Divorced
0
Master's
Employed
6.064013
Suburban
Premium
1
8
637
6
2022-04-14 15:21:39.126661
Good
Yes
Weekly
House
1,518
18,055
23
Female
100,702
Single
null
Master's
null
19.487671
Rural
Basic
1
19
329
4
2023-09-03 15:21:39.179186
Good
No
Weekly
Apartment
1,215
18,056
30
Male
28,961
Divorced
0
Master's
null
28.592713
Suburban
Premium
1
19
769
2
2023-09-21 15:21:39.149731
Poor
Yes
Rarely
Apartment
1,397
18,057
60
Female
45,652
null
1
PhD
Self-Employed
44.444495
Rural
Premium
null
6
796
8
2021-10-02 15:21:39.155231
Good
Yes
Daily
Apartment
829
18,058
33
Female
88,872
Divorced
2
High School
Self-Employed
27.487923
Suburban
Comprehensive
0
16
334
4
2023-11-03 15:21:39.155231
Average
Yes
Weekly
House
828
18,059
34
Male
9,128
Married
3
Master's
Unemployed
46.979797
Suburban
Premium
1
9
339
1
2022-12-12 15:21:39.255696
Good
Yes
Weekly
House
667
18,060
32
Male
45,967
null
4
Master's
Self-Employed
23.551376
Suburban
Comprehensive
0
11
null
4
2022-02-03 15:21:39.130190
Poor
Yes
Weekly
Condo
1,683
18,061
28
Female
39,803
Divorced
1
Master's
Employed
49.858389
Suburban
Premium
0
9
458
6
2020-09-13 15:21:39.279729
Average
Yes
Weekly
House
1,246
18,062
26
Female
80,907
Single
3
PhD
Employed
46.656079
Rural
Premium
2
7
607
1
2020-05-15 15:21:39.096739
Good
No
Rarely
Apartment
28
18,063
52
Male
31,688
Married
0
Bachelor's
Unemployed
15.78931
Urban
Comprehensive
0
7
733
6
2024-06-16 15:21:39.179186
Poor
No
Rarely
Apartment
338
18,064
40
Female
14,818
Single
1
Bachelor's
Unemployed
21.914353
Suburban
Premium
1
16
701
9
2024-05-04 15:21:39.096739
Good
Yes
Weekly
Condo
819
18,065
31
Male
81,512
Divorced
0
Master's
null
35.952236
Urban
Comprehensive
2
9
821
2
2021-02-22 15:21:39.283783
Good
No
Rarely
Apartment
3,308
18,066
26
Male
100,539
Divorced
2
PhD
Self-Employed
null
Urban
Comprehensive
1
15
725
2
2023-06-06 15:21:39.155231
Good
No
Weekly
House
397
18,067
22
Male
112,796
Single
4
High School
Unemployed
32.647767
Suburban
Premium
0
6
698
7
2023-02-04 15:21:39.147735
Average
Yes
Monthly
Apartment
411
18,068
60
Male
3,738
Married
0
Master's
Employed
17.974234
Suburban
Basic
2
2
386
9
2022-08-18 15:21:39.116179
Average
No
Daily
Apartment
616
18,069
51
Male
3,193
Divorced
3
Bachelor's
Employed
43.594453
Suburban
Premium
3
19
453
2
2022-07-01 15:21:39.166062
Poor
No
Weekly
Apartment
2,721
18,070
59
Male
14,097
Divorced
3
Master's
Unemployed
48.722903
Suburban
Comprehensive
1
13
572
7
2020-08-10 15:21:39.185215
Average
No
Daily
Apartment
898
18,071
59
Female
14,545
Single
3
Master's
Self-Employed
30.257861
Rural
Comprehensive
2
12
833
8
2024-05-13 15:21:39.191219
Poor
No
Weekly
House
663
18,072
null
Female
39,803
Single
2
High School
Self-Employed
25.665513
Rural
Premium
null
15
396
5
2021-02-07 15:21:39.272456
Poor
No
Daily
Condo
769
18,073
53
Female
39,451
Divorced
1
Master's
Employed
22.351064
Urban
Premium
null
5
779
4
2023-04-12 15:21:39.274993
Good
Yes
Daily
Apartment
2,732
18,074
27
Female
7,009
Divorced
null
High School
null
29.153571
Urban
Basic
0
10
622
5
2021-05-01 15:21:39.267454
Average
Yes
Rarely
Condo
2,374
18,075
38
Female
35,321
Divorced
3
PhD
Self-Employed
22.549769
Rural
Basic
1
12
804
3
2022-09-14 15:21:39.279729
Poor
No
Monthly
House
1,616
18,076
22
Male
25,662
Divorced
1
Bachelor's
null
26.527083
Suburban
Comprehensive
0
16
543
4
2020-02-15 15:21:39.246098
Poor
No
Monthly
House
2,114
18,077
64
Female
8,226
Married
3
High School
Unemployed
31.918279
Suburban
Premium
1
13
null
1
2020-11-10 15:21:39.259788
Average
Yes
Monthly
Apartment
119
18,078
30
Male
2,891
Divorced
3
Bachelor's
Unemployed
40.700052
Rural
Premium
0
19
null
2
2019-10-24 15:21:39.245086
null
No
Daily
House
437
18,079
52
Female
3,941
Single
0
PhD
Employed
13.061623
Suburban
Comprehensive
null
19
463
7
2020-06-02 15:21:39.083497
Good
No
Daily
House
629
18,080
64
Male
29,014
Divorced
0
High School
Employed
29.769944
Suburban
Comprehensive
2
0
617
5
2020-04-24 15:21:39.260856
Average
Yes
Monthly
Condo
166
18,081
54
Female
38,323
Divorced
4
High School
Employed
18.735315
Urban
Premium
0
5
546
3
2023-12-19 15:21:39.185215
Poor
Yes
Rarely
House
890
18,082
53
Male
1,989
Married
1
High School
null
25.938669
Urban
Comprehensive
0
19
803
4
2022-08-17 15:21:39.201446
Average
Yes
Rarely
House
404
18,083
40
Female
6,056
Married
2
High School
Self-Employed
25.385022
Rural
Basic
3
12
584
1
2024-03-25 15:21:39.274993
Poor
No
Weekly
House
34
18,084
61
Male
75,789
Single
1
Master's
null
29.917907
Rural
Comprehensive
null
5
320
9
2022-04-05 15:21:39.134960
Average
No
Rarely
Apartment
1,276
18,085
42
Male
25,411
Married
1
Master's
Employed
21.849808
Rural
Premium
0
8
542
9
2024-05-16 15:21:39.252145
Poor
Yes
Daily
House
2,261
18,086
55
Male
20,275
Single
3
High School
Self-Employed
22.923994
Suburban
Basic
null
3
703
9
2021-10-07 15:21:39.228521
Poor
No
Monthly
House
1,181
18,087
42
Male
38,193
Divorced
2
PhD
Self-Employed
34.416624
Suburban
Comprehensive
null
2
784
1
2023-01-02 15:21:39.188220
Good
Yes
Weekly
Condo
705
18,088
35
Female
26,681
Divorced
3
Master's
null
51.392323
Suburban
Basic
null
7
463
8
2022-11-11 15:21:39.211806
Average
No
Monthly
House
1,076
18,089
23
Female
23,648
Divorced
4
PhD
Employed
48.590696
Urban
Comprehensive
2
1
582
2
2023-07-05 15:21:39.237118
Good
No
Monthly
House
2,299
18,090
null
Male
35,200
Married
3
PhD
null
13.678622
Urban
Comprehensive
null
0
563
7
2021-04-02 15:21:39.253660
null
Yes
Weekly
Apartment
869
18,091
52
Female
12,961
Divorced
0
High School
null
31.231934
Urban
Premium
null
13
null
9
2021-07-14 15:21:39.181605
Average
No
Weekly
Condo
2,153
18,092
27
Male
8,095
Divorced
4
Bachelor's
Self-Employed
15.756679
Rural
Premium
null
4
427
4
2021-09-13 15:21:39.125660
Poor
No
Daily
Condo
2,486
18,093
45
Male
24,588
Single
1
Bachelor's
null
37.829399
Rural
Basic
null
18
743
7
2023-09-27 15:21:39.132191
Average
Yes
Rarely
Condo
37
18,094
41
Male
null
Single
3
Bachelor's
null
15.937659
Rural
Comprehensive
3
4
622
9
2023-05-30 15:21:39.224915
Poor
No
Daily
Condo
165
18,095
64
Male
14,502
Single
3
Master's
Unemployed
38.240779
Suburban
Premium
1
7
742
3
2022-05-18 15:21:39.202448
Good
Yes
Weekly
House
699
18,096
22
Male
82,994
Married
3
Bachelor's
Employed
48.492598
Suburban
Comprehensive
1
19
752
4
2021-03-10 15:21:39.126661
Average
No
Monthly
Condo
393
18,097
35
Female
8,357
Married
1
High School
Self-Employed
41.653586
Suburban
Premium
null
14
473
7
2024-02-06 15:21:39.273973
Poor
Yes
Weekly
Apartment
215
18,098
46
Male
62,782
Married
0
Bachelor's
null
16.889826
Rural
Premium
null
18
815
5
2023-02-01 15:21:39.272456
Average
Yes
Weekly
Condo
192
18,099
44
Female
23,037
Divorced
4
PhD
Unemployed
14.723456
Urban
Premium
0
13
null
4
2020-09-03 15:21:39.171102
Good
Yes
Daily
House
23