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
1,166,000
29
Male
50,333
Divorced
3
PhD
Employed
16.582593
Suburban
Comprehensive
2
0
661
1
2022-11-13 15:21:39.249100
Poor
Yes
Weekly
House
434
1,166,001
20
Female
17,111
Divorced
4
PhD
null
10.908585
Rural
Premium
0
3
582
5
2019-11-16 15:21:39.116179
Poor
No
Weekly
Apartment
531
1,166,002
29
Female
43,836
Single
4
PhD
Employed
null
Rural
Comprehensive
0
16
803
8
2021-02-14 15:21:39.180553
Good
Yes
Rarely
Apartment
997
1,166,003
51
Female
17,607
Married
2
High School
Self-Employed
17.460868
Rural
Comprehensive
0
13
780
7
2020-07-19 15:21:39.194829
null
Yes
Rarely
Condo
1,248
1,166,004
51
Male
44,949
Married
3
High School
null
40.672734
Rural
Premium
0
6
562
9
2021-01-18 15:21:39.216387
Average
Yes
Monthly
Condo
627
1,166,005
64
Female
3,096
Married
1
High School
Employed
27.993571
Urban
Basic
0
11
744
6
2023-05-07 15:21:39.237118
Poor
No
Weekly
Condo
2,768
1,166,006
41
Female
40,399
Divorced
0
Bachelor's
Employed
13.80475
Rural
Premium
0
13
602
8
2024-01-24 15:21:39.246098
Good
Yes
Monthly
House
662
1,166,007
29
Male
6,973
Single
2
Bachelor's
Unemployed
21.576774
Rural
Premium
1
12
599
1
2023-01-13 15:21:39.109552
Poor
No
Weekly
Condo
2,629
1,166,008
51
Female
2,742
Divorced
3
Bachelor's
null
17.334811
Rural
Basic
null
0
456
6
2021-03-02 15:21:39.233485
Good
No
Daily
Condo
1,358
1,166,009
61
Female
10,131
Married
4
PhD
Self-Employed
30.010973
Suburban
Basic
0
3
397
2
2022-01-15 15:21:39.247098
Good
Yes
Weekly
Apartment
531
1,166,010
49
Female
38,730
Married
3
Master's
Self-Employed
30.958873
Rural
Premium
null
0
null
1
2023-06-17 15:21:39.155231
Average
No
Monthly
Apartment
191
1,166,011
57
Male
5,466
Single
1
High School
Employed
9.130134
Urban
Premium
0
1
529
4
2021-04-03 15:21:39.149731
Average
No
Monthly
Condo
81
1,166,012
57
Male
68,894
Single
0
Bachelor's
null
20.837718
Suburban
Premium
null
6
543
7
2022-08-07 15:21:39.272456
Average
No
Daily
House
423
1,166,013
58
Male
18,227
Married
4
Master's
Employed
36.568836
Suburban
Basic
1
7
571
6
2021-07-08 15:21:39.283783
Average
No
Monthly
House
1,141
1,166,014
49
Female
27,773
Married
1
PhD
null
24.010946
Suburban
Basic
1
1
695
3
2021-07-18 15:21:39.237118
Poor
No
Rarely
Condo
607
1,166,015
46
Male
61,794
Married
0
Master's
null
46.92475
Rural
Basic
1
8
638
5
2020-09-14 15:21:39.263607
Poor
Yes
Monthly
Condo
98
1,166,016
19
Male
2,447
Married
2
Bachelor's
Employed
41.895144
Urban
Basic
null
17
464
9
2019-10-25 15:21:39.115178
Poor
No
Daily
Apartment
736
1,166,017
56
Male
24,981
Divorced
1
Bachelor's
null
20.482988
Rural
Comprehensive
2
18
602
6
2023-05-28 15:21:39.155231
Good
No
Weekly
House
1,045
1,166,018
21
Female
12,096
Divorced
1
High School
null
19.835005
Suburban
Comprehensive
1
6
636
7
2023-06-24 15:21:39.176717
Average
Yes
Weekly
Condo
618
1,166,019
19
Male
78,740
Married
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
8
null
2
2022-12-14 15:21:39.155231
Good
No
Monthly
Condo
3,415
1,166,020
57
Female
null
Married
2
High School
Unemployed
11.59985
Suburban
Comprehensive
2
9
537
3
2021-10-03 15:21:39.121169
Good
Yes
Monthly
Apartment
117
1,166,021
43
Female
3,417
Single
3
Master's
Unemployed
12.645055
Rural
Comprehensive
0
12
337
1
2020-07-31 15:21:39.106582
Average
No
Daily
Apartment
3,129
1,166,022
57
Male
127,085
Divorced
4
Master's
Employed
35.99485
Urban
Comprehensive
3
19
501
8
2022-05-13 15:21:39.134960
Average
No
Weekly
Condo
1,008
1,166,023
26
Male
25,996
Divorced
null
Bachelor's
Self-Employed
44.837382
Urban
Comprehensive
0
16
641
6
2020-02-20 15:21:39.237118
Good
Yes
Weekly
House
459
1,166,024
34
Male
2,390
Married
4
Bachelor's
Unemployed
null
Rural
Basic
null
19
569
7
2021-09-20 15:21:39.264504
Good
Yes
Weekly
House
597
1,166,025
49
Male
2,467
Single
null
PhD
Self-Employed
31.636266
Rural
Basic
2
16
744
7
2021-08-09 15:21:39.134960
Average
Yes
Monthly
House
535
1,166,026
51
Male
3,510
Single
1
Master's
Unemployed
5.415865
Rural
Comprehensive
null
16
795
9
2020-03-13 15:21:39.228521
Poor
No
Rarely
Condo
393
1,166,027
42
Male
19,705
Divorced
null
Master's
null
23.055617
Urban
Premium
0
15
841
8
2020-12-26 15:21:39.081504
Poor
Yes
Weekly
Condo
1,448
1,166,028
31
Male
15,210
Married
4
High School
Self-Employed
23.557879
Urban
Basic
1
18
367
4
2020-05-03 15:21:39.252145
Average
No
Rarely
Apartment
1,521
1,166,029
45
Female
46,609
null
4
PhD
Self-Employed
6.291911
Suburban
Premium
0
0
686
8
2021-07-17 15:21:39.132191
null
No
Weekly
Condo
3,254
1,166,030
60
Female
3,933
Divorced
null
Bachelor's
Unemployed
15.149616
Urban
Basic
2
2
497
1
2021-10-10 15:21:39.245086
null
Yes
Rarely
House
26
1,166,031
43
Female
4,095
Single
0
Master's
null
null
Suburban
Basic
0
1
642
9
2020-06-27 15:21:39.155231
null
Yes
Rarely
House
230
1,166,032
58
Female
11,837
Divorced
2
PhD
Unemployed
14.005797
Suburban
Comprehensive
0
13
607
6
2022-08-02 15:21:39.192212
Poor
Yes
Weekly
Condo
785
1,166,033
31
Male
18,487
Divorced
2
Master's
Self-Employed
22.849094
Rural
Comprehensive
2
15
779
9
2020-06-24 15:21:39.145732
Average
No
Daily
Apartment
1,611
1,166,034
44
Female
5,389
Single
1
PhD
Employed
31.090602
Suburban
Comprehensive
null
16
null
4
2022-11-15 15:21:39.237118
Poor
No
Rarely
Apartment
1,399
1,166,035
31
Male
1,359
Married
1
PhD
Employed
38.231642
Suburban
Basic
null
15
784
6
2022-07-18 15:21:39.233485
Poor
No
Weekly
Apartment
2,842
1,166,036
63
Male
101,539
Married
3
Bachelor's
Employed
36.509838
Rural
Premium
0
10
459
9
2024-06-14 15:21:39.155231
Good
No
Daily
Apartment
2,889
1,166,037
55
Female
32,830
Single
3
PhD
Self-Employed
50.569576
Rural
Premium
1
9
690
3
2022-12-14 15:21:39.091080
Good
Yes
Weekly
Condo
735
1,166,038
45
Male
3,546
Married
0
High School
Employed
12.827702
Urban
Comprehensive
2
4
723
5
2024-06-29 15:21:39.222387
Average
No
Daily
House
523
1,166,039
57
Male
16,649
Single
null
Bachelor's
Self-Employed
37.711741
Suburban
Comprehensive
0
5
804
4
2020-09-26 15:21:39.149731
Good
No
Weekly
Condo
1,032
1,166,040
64
Male
5,791
Married
null
High School
Employed
44.937887
Urban
Comprehensive
0
7
849
2
2022-11-02 15:21:39.134960
Poor
Yes
Daily
Condo
1,076
1,166,041
36
Female
15,258
Single
3
Master's
null
6.858476
Urban
Premium
1
18
551
8
2022-06-06 15:21:39.268507
Poor
Yes
Daily
House
1,348
1,166,042
43
Female
35,192
Married
4
PhD
Self-Employed
18.039154
Suburban
Comprehensive
null
17
424
9
2021-03-20 15:21:39.155231
Good
Yes
Monthly
House
1,020
1,166,043
62
Female
38,429
Divorced
4
Master's
Unemployed
19.553702
Suburban
Basic
2
17
821
7
2021-11-17 15:21:39.253660
Good
Yes
Monthly
House
40
1,166,044
56
Female
28,241
Married
2
Bachelor's
null
24.837988
Suburban
Basic
0
7
325
4
2024-02-09 15:21:39.222387
Average
Yes
Weekly
Condo
1,979
1,166,045
52
Female
78,433
Divorced
3
PhD
Unemployed
null
Urban
Comprehensive
0
12
432
3
2022-04-27 15:21:39.181605
Poor
Yes
Rarely
Apartment
892
1,166,046
63
Male
17,095
Single
1
Master's
null
24.953414
Urban
Basic
null
18
796
7
2024-01-25 15:21:39.283783
Good
No
Weekly
Apartment
843
1,166,047
53
Female
122,848
Single
null
Master's
null
28.656599
Suburban
Basic
2
10
null
5
2021-03-26 15:21:39.100695
Poor
Yes
Weekly
Condo
3,244
1,166,048
24
Female
27,352
Divorced
0
Bachelor's
Employed
20.797674
Suburban
Basic
null
18
440
7
2023-10-11 15:21:39.189223
Good
No
Rarely
Apartment
576
1,166,049
34
Male
13,719
Divorced
null
High School
Self-Employed
36.551721
Urban
Premium
null
7
710
4
2024-07-22 15:21:39.280784
Good
Yes
Weekly
Apartment
907
1,166,050
19
Female
81,831
Divorced
4
Bachelor's
Employed
11.760849
Suburban
Premium
1
16
431
7
2023-01-18 15:21:39.237118
Poor
Yes
Monthly
Condo
825
1,166,051
30
Female
19,423
Single
0
PhD
Unemployed
41.504909
Urban
Basic
1
6
773
2
2022-10-06 15:21:39.235012
Average
Yes
Monthly
House
204
1,166,052
24
Male
577
Divorced
0
Bachelor's
null
17.25291
Urban
Comprehensive
2
7
null
1
2022-03-20 15:21:39.095696
Good
Yes
Monthly
House
2,172
1,166,053
56
Female
39,097
Single
4
Bachelor's
Employed
42.646833
Suburban
Comprehensive
0
1
766
6
2020-04-15 15:21:39.194829
Average
Yes
Rarely
House
2,056
1,166,054
35
Male
30,026
Single
0
Bachelor's
Employed
10.819185
Rural
Premium
1
18
615
7
2022-02-21 15:21:39.252145
Poor
No
Monthly
House
1,944
1,166,055
53
Male
97,021
Married
3
PhD
null
31.597657
Suburban
Premium
null
2
730
5
2024-06-04 15:21:39.193945
Poor
Yes
Rarely
Apartment
150
1,166,056
35
Male
70,564
Divorced
3
PhD
Self-Employed
15.073096
Rural
Premium
0
10
641
5
2024-06-12 15:21:39.248098
Average
No
Weekly
Condo
264
1,166,057
28
Male
15,803
Single
0
High School
null
22.317849
Rural
Comprehensive
null
0
577
5
2020-08-16 15:21:39.208842
Poor
No
Weekly
House
1,438
1,166,058
27
Female
25,863
Single
4
High School
Self-Employed
45.845567
Urban
Basic
1
15
null
8
2019-10-28 15:21:39.245086
Good
Yes
Rarely
House
740
1,166,059
56
Female
7,013
Divorced
3
High School
null
21.674072
Rural
Basic
1
12
null
8
2020-12-24 15:21:39.155231
Average
No
Rarely
Condo
22
1,166,060
54
Female
16,109
Single
2
Bachelor's
Unemployed
39.275048
Rural
Premium
2
2
null
7
2020-08-27 15:21:39.266452
Poor
No
Daily
House
714
1,166,061
46
Male
28,123
Divorced
4
Master's
Unemployed
24.662262
Urban
Basic
null
2
438
9
2023-09-05 15:21:39.246098
Average
No
Weekly
House
1,647
1,166,062
59
Male
26,360
Married
1
Master's
null
8.977157
Rural
Premium
0
15
456
1
2020-06-02 15:21:39.256696
Good
Yes
Monthly
Apartment
601
1,166,063
19
Male
34,307
Single
1
Bachelor's
Self-Employed
35.651838
Suburban
Premium
null
6
784
8
2019-08-23 15:21:39.228521
Poor
No
Rarely
House
961
1,166,064
61
Female
25,863
Divorced
4
Master's
Self-Employed
18.65733
Suburban
Basic
0
5
645
4
2024-01-06 15:21:39.134960
Poor
No
Monthly
Apartment
1,403
1,166,065
46
Male
null
Divorced
2
High School
Employed
15.389934
Urban
Comprehensive
1
8
382
8
2023-12-25 15:21:39.133866
Average
Yes
Rarely
Apartment
2,789
1,166,066
46
Female
516
Divorced
4
Master's
Self-Employed
null
Rural
Premium
null
19
798
4
2023-11-27 15:21:39.134960
Poor
No
Daily
House
1,089
1,166,067
24
Male
16,079
Single
1
PhD
Employed
14.959381
Urban
Basic
1
15
552
8
2020-05-08 15:21:39.134960
Average
Yes
Rarely
Condo
963
1,166,068
62
Female
25,481
Single
0
High School
Unemployed
17.95723
Urban
Basic
1
16
744
4
2022-09-25 15:21:39.134960
Good
Yes
Rarely
House
1,067
1,166,069
53
Male
948
Divorced
4
High School
null
39.813903
Urban
Premium
2
19
549
5
2020-08-22 15:21:39.134960
Poor
No
Daily
Condo
576
1,166,070
25
Male
null
Divorced
2
Bachelor's
null
9.059922
Rural
Basic
1
0
null
6
2020-02-01 15:21:39.289099
null
Yes
Monthly
Apartment
1,891
1,166,071
49
Female
2,679
Divorced
1
Bachelor's
null
51.370003
Rural
Basic
1
14
696
6
2022-06-04 15:21:39.286113
Average
Yes
Monthly
Condo
379
1,166,072
51
Male
37,149
Divorced
2
Bachelor's
Unemployed
13.591457
Rural
Comprehensive
null
13
681
6
2024-08-12 15:21:39.134960
Good
No
Weekly
Apartment
531
1,166,073
40
Female
1,149
Single
1
High School
Employed
13.959448
Suburban
Premium
1
6
469
6
2021-02-07 15:21:39.251142
Average
Yes
Monthly
House
1,214
1,166,074
26
Male
115,869
Single
3
High School
null
10.734863
Rural
Basic
null
11
534
6
2019-09-04 15:21:39.265513
Poor
No
Weekly
Condo
64
1,166,075
56
Male
149,312
Married
4
High School
Self-Employed
21.891425
Urban
Premium
null
18
313
2
2020-08-19 15:21:39.279729
Average
No
Daily
Apartment
799
1,166,076
null
Male
16,274
Divorced
4
PhD
null
34.068009
Rural
Basic
1
19
551
9
2021-08-01 15:21:39.192212
Poor
Yes
Monthly
House
2,046
1,166,077
58
Male
40,594
Married
0
High School
Employed
23.539102
Suburban
Basic
0
15
492
9
2021-02-05 15:21:39.081504
Poor
No
Daily
Apartment
1,797
1,166,078
47
Male
44,782
Divorced
null
Bachelor's
Employed
null
Suburban
Comprehensive
0
19
743
8
2021-01-07 15:21:39.215386
Average
No
Weekly
House
803
1,166,079
22
Male
3,898
Divorced
0
High School
Employed
22.996814
Urban
Basic
3
5
758
7
2023-08-04 15:21:39.134960
Average
No
Weekly
House
2,174
1,166,080
34
Female
123,676
Married
4
Bachelor's
Self-Employed
52.131159
Rural
Basic
3
8
641
3
2020-03-01 15:21:39.206847
Average
No
Daily
Condo
4,024
1,166,081
18
Male
null
Divorced
0
Bachelor's
Employed
11.637749
Suburban
Premium
2
16
410
8
2021-06-16 15:21:39.173661
Average
Yes
Monthly
House
1,190
1,166,082
18
Female
83,921
Divorced
3
PhD
Employed
38.986966
Rural
Basic
2
12
815
9
2022-11-06 15:21:39.266452
Poor
Yes
Weekly
Condo
2,103
1,166,083
44
Female
null
Single
3
PhD
null
10.839464
Rural
Basic
1
10
433
5
2022-11-15 15:21:39.134960
Average
No
Daily
House
3,106
1,166,084
34
Female
23,981
Divorced
4
High School
Unemployed
51.265633
Suburban
Basic
0
7
582
7
2022-07-24 15:21:39.084065
Average
No
Rarely
House
493
1,166,085
49
Female
15,556
Married
1
Bachelor's
null
39.982359
Urban
Basic
0
1
null
4
2019-11-23 15:21:39.155231
Good
Yes
Monthly
House
997
1,166,086
25
Male
5,867
Divorced
3
Master's
null
34.920411
Rural
Basic
null
18
596
5
2020-09-29 15:21:39.134960
Poor
Yes
Weekly
Condo
548
1,166,087
57
Male
3,068
Single
3
High School
null
35.275429
Urban
Comprehensive
0
14
397
6
2021-07-30 15:21:39.121169
Average
Yes
Rarely
Condo
2,719
1,166,088
28
Female
10,182
Single
1
Bachelor's
Unemployed
14.85655
Suburban
Premium
1
12
489
1
2022-09-11 15:21:39.205850
Poor
Yes
Monthly
House
2,340
1,166,089
24
Male
16,649
Single
3
Bachelor's
Self-Employed
19.314915
Rural
Basic
1
5
513
1
2023-11-27 15:21:39.194829
Average
Yes
Rarely
Apartment
828
1,166,090
33
Female
29,863
Single
4
Master's
Unemployed
15.726249
Rural
Premium
1
17
805
4
2022-04-18 15:21:39.252145
Average
No
Monthly
House
813
1,166,091
44
Female
11,596
Divorced
3
Bachelor's
Employed
24.869167
Urban
Premium
0
2
799
7
2021-11-17 15:21:39.087123
Average
No
Monthly
Condo
1,298
1,166,092
29
Female
44,955
Single
1
PhD
Employed
12.749735
Urban
Premium
2
11
636
6
2023-09-29 15:21:39.134960
Average
No
Monthly
Apartment
536
1,166,093
33
Male
5,646
Divorced
3
High School
null
31.923757
Rural
Premium
0
14
479
1
2022-06-06 15:21:39.134960
Good
No
Daily
Apartment
99
1,166,094
54
Male
6,850
Single
3
Bachelor's
null
8.262271
Rural
Comprehensive
null
2
467
9
2022-10-23 15:21:39.232526
Average
Yes
Rarely
Apartment
708
1,166,095
45
Male
29,720
Married
2
High School
null
16.744376
Suburban
Basic
0
3
602
9
2022-12-15 15:21:39.226954
Good
Yes
Rarely
House
535
1,166,096
41
Female
40,682
Married
2
Master's
Employed
17.638292
Suburban
Basic
1
19
454
6
2022-08-23 15:21:39.126661
Average
No
Monthly
Condo
1,107
1,166,097
31
Male
16,892
Divorced
0
Master's
null
14.329076
Rural
Premium
null
16
632
4
2023-09-19 15:21:39.237118
Average
No
Monthly
House
769
1,166,098
22
Male
10,015
Married
null
High School
Unemployed
12.127546
Rural
Basic
1
19
772
2
2022-01-11 15:21:39.218388
Poor
No
Weekly
Apartment
35
1,166,099
34
Male
10,056
Married
4
PhD
Employed
23.737003
Suburban
Basic
null
19
464
7
2022-10-19 15:21:39.111551
Average
No
Rarely
Condo
743