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
55,000
54
Male
836
Single
4
PhD
Self-Employed
18.243098
Rural
Comprehensive
0
17
496
7
2023-01-24 15:21:39.190215
Good
No
Rarely
Apartment
111
55,001
44
Male
2,689
null
4
Master's
Self-Employed
17.050166
Urban
Comprehensive
0
8
449
8
2024-06-09 15:21:39.092127
Average
Yes
Rarely
Apartment
1,454
55,002
18
Male
128,893
Single
2
High School
Employed
26.873452
Suburban
Comprehensive
null
1
585
1
2019-10-04 15:21:39.098696
Good
No
Daily
Condo
99
55,003
63
Female
79,549
Single
0
Bachelor's
Employed
7.363137
Rural
Premium
1
6
678
5
2020-07-05 15:21:39.143708
Poor
Yes
Weekly
Apartment
323
55,004
59
Male
2,876
null
3
Bachelor's
null
6.066215
Suburban
Basic
2
19
649
9
2022-08-21 15:21:39.257696
Good
Yes
Weekly
House
1,258
55,005
32
Female
84,940
Single
4
Bachelor's
Self-Employed
46.876458
Suburban
Premium
1
6
379
9
2024-05-13 15:21:39.087123
Good
Yes
Rarely
Condo
1,032
55,006
60
Male
43,765
Divorced
2
Bachelor's
null
45.791694
Urban
Comprehensive
0
17
811
7
2020-05-27 15:21:39.149731
Good
Yes
Weekly
House
1,773
55,007
37
Female
29,467
Divorced
4
PhD
Unemployed
18.671697
Rural
Basic
0
1
622
3
2023-12-11 15:21:39.145732
Poor
Yes
Weekly
Condo
1,099
55,008
57
Male
43,436
Single
3
High School
Self-Employed
12.888931
Suburban
Comprehensive
3
19
470
3
2020-12-28 15:21:39.237118
Poor
No
Weekly
Condo
917
55,009
42
Male
4,094
Married
2
PhD
Unemployed
12.073008
Urban
Premium
null
2
368
1
2019-12-22 15:21:39.124659
Poor
Yes
Rarely
Apartment
126
55,010
45
Male
3,908
Single
4
High School
null
40.928141
Rural
Comprehensive
2
2
650
4
2020-01-12 15:21:39.084065
Poor
Yes
Weekly
Apartment
1,069
55,011
41
Male
80,664
Divorced
0
Bachelor's
null
29.887958
Suburban
Premium
null
2
844
2
2024-05-16 15:21:39.219432
null
Yes
Rarely
Condo
381
55,012
62
Female
16,194
Divorced
2
Bachelor's
Self-Employed
8.927094
Rural
Premium
0
11
646
7
2023-02-27 15:21:39.206847
Good
No
Monthly
Condo
1,448
55,013
27
Female
28,650
Divorced
3
High School
Employed
15.001249
Rural
Basic
3
2
801
8
2022-03-19 15:21:39.134960
Good
Yes
Daily
Apartment
957
55,014
35
Male
81,445
Divorced
3
Master's
Unemployed
null
Suburban
Basic
1
15
502
7
2021-10-12 15:21:39.113566
Average
Yes
Weekly
Condo
814
55,015
46
Female
2,694
Married
4
Bachelor's
Self-Employed
30.957696
Urban
Basic
1
2
431
6
2021-10-18 15:21:39.194829
Average
Yes
Monthly
House
485
55,016
56
Male
17,111
Divorced
null
Bachelor's
null
13.055931
Urban
Premium
0
8
null
4
2020-08-01 15:21:39.155231
Poor
Yes
Rarely
Condo
668
55,017
57
Male
7,689
Divorced
2
Bachelor's
Employed
21.769684
Rural
Premium
0
14
null
6
2024-02-15 15:21:39.200452
Good
Yes
Monthly
House
1,353
55,018
60
Male
13,231
Married
3
Master's
null
15.605585
Suburban
Comprehensive
null
19
422
9
2023-01-28 15:21:39.244069
Poor
No
Rarely
House
576
55,019
29
Male
3,153
Married
0
PhD
Unemployed
null
Suburban
Basic
null
11
629
2
2020-07-03 15:21:39.155231
Good
Yes
Monthly
House
1,854
55,020
24
Male
38,230
Divorced
3
High School
Self-Employed
22.692149
Rural
Basic
0
11
806
7
2022-11-24 15:21:39.213373
Poor
No
Monthly
Apartment
590
55,021
42
Female
null
Single
4
PhD
Self-Employed
30.494681
Urban
Comprehensive
2
8
696
7
2022-11-26 15:21:39.134960
Good
No
Weekly
Condo
384
55,022
62
Female
3,356
Married
3
High School
Unemployed
47.792277
Suburban
Basic
3
13
668
3
2024-07-04 15:21:39.087123
Poor
No
Monthly
House
2,353
55,023
30
Male
30,272
Married
3
Master's
Unemployed
14.724997
Rural
Comprehensive
0
18
652
1
2022-02-10 15:21:39.192212
Poor
Yes
Rarely
Condo
819
55,024
42
Female
5,911
Married
2
PhD
null
19.498941
Suburban
Comprehensive
1
8
543
6
2024-07-28 15:21:39.152732
Poor
Yes
Rarely
House
556
55,025
50
Female
1,313
Single
1
PhD
Self-Employed
40.724786
Suburban
Premium
null
16
476
8
2023-03-12 15:21:39.081504
Good
Yes
Rarely
Condo
2,484
55,026
22
Male
25,247
Divorced
3
Master's
Employed
null
Rural
Comprehensive
1
10
755
6
2020-11-17 15:21:39.125660
Poor
Yes
Monthly
Condo
1,167
55,027
56
Male
17,774
Single
1
High School
Unemployed
20.057942
Suburban
Premium
2
5
null
3
2021-02-07 15:21:39.254678
Good
No
Weekly
Apartment
819
55,028
32
Female
11,985
Single
1
PhD
Self-Employed
41.457034
Rural
Basic
null
3
814
5
2020-06-19 15:21:39.134960
Average
No
Weekly
House
1,806
55,029
48
Female
8,074
Married
1
Master's
Self-Employed
26.656058
Urban
Premium
null
10
742
7
2022-05-19 15:21:39.155231
Poor
No
Rarely
House
708
55,030
54
Male
17,053
Married
0
High School
Self-Employed
23.247418
Rural
Comprehensive
null
4
713
9
2021-08-05 15:21:39.134960
Poor
Yes
Weekly
Condo
632
55,031
40
Female
105,989
Single
1
Master's
Self-Employed
37.898406
Urban
Basic
2
8
551
3
2022-07-11 15:21:39.237118
Average
Yes
Weekly
Apartment
3,489
55,032
57
Male
14,345
Single
2
Master's
Self-Employed
19.89307
Rural
Premium
null
8
504
8
2021-08-26 15:21:39.248098
Good
Yes
Rarely
Condo
1,315
55,033
36
Male
63,634
Single
0
Bachelor's
null
null
Suburban
Basic
null
1
437
5
2020-11-18 15:21:39.154008
Poor
Yes
Monthly
Apartment
545
55,034
51
Female
51,521
Married
2
High School
Self-Employed
9.795908
Suburban
Basic
1
18
310
7
2020-06-03 15:21:39.278402
Good
No
Rarely
Apartment
453
55,035
40
Female
109,023
Married
3
Bachelor's
Self-Employed
32.53063
Suburban
Premium
null
2
null
6
2019-12-10 15:21:39.237118
Poor
No
Weekly
House
75
55,036
23
Male
5,538
Single
2
Master's
null
26.143361
Urban
Basic
0
14
841
8
2021-06-05 15:21:39.134960
Poor
Yes
Monthly
House
2,537
55,037
39
Female
23,168
Divorced
3
Master's
Self-Employed
32.716783
Suburban
Basic
0
18
463
6
2023-10-13 15:21:39.276901
Poor
Yes
Weekly
Condo
1,542
55,038
48
Male
43,785
Married
4
PhD
Employed
10.133535
Urban
Basic
null
10
null
7
2020-12-31 15:21:39.097737
Average
Yes
Rarely
House
1,181
55,039
46
Female
107,781
Single
0
Bachelor's
null
22.73833
Urban
Comprehensive
1
15
406
2
2021-05-22 15:21:39.102694
Average
No
Rarely
House
1,503
55,040
50
Male
1,793
Single
3
High School
null
null
Rural
Premium
null
6
null
2
2023-03-01 15:21:39.286113
Average
Yes
Daily
Apartment
1,219
55,041
43
Male
39,078
null
2
Master's
Self-Employed
43.45561
Suburban
Premium
1
6
588
2
2020-02-05 15:21:39.084065
Poor
No
Weekly
Condo
1,107
55,042
52
Female
18,487
Divorced
2
Master's
null
37.145054
Urban
Premium
0
7
null
7
2022-04-18 15:21:39.144722
Good
No
Weekly
Condo
795
55,043
61
Female
23,456
Married
3
Bachelor's
Unemployed
15.619545
Suburban
Premium
1
12
463
1
2022-11-21 15:21:39.245086
Good
Yes
Daily
Condo
466
55,044
30
Male
14,093
Single
null
Master's
Employed
null
Urban
Basic
2
6
581
2
2020-12-08 15:21:39.202448
Average
Yes
Monthly
Condo
1,089
55,045
48
Female
9,615
Married
2
High School
null
9.724971
Rural
Premium
null
18
360
9
2024-07-30 15:21:39.177724
Average
No
Weekly
Condo
1,668
55,046
51
Female
8,493
Married
2
Master's
Unemployed
26.672029
Suburban
Basic
null
14
461
3
2022-01-25 15:21:39.172097
Poor
No
Monthly
Condo
102
55,047
53
Male
37,286
Single
4
Bachelor's
null
26.42374
Suburban
Comprehensive
1
16
817
6
2020-11-08 15:21:39.134960
Average
Yes
Monthly
Condo
393
55,048
50
Male
2,467
Married
null
Bachelor's
null
16.947401
Rural
Basic
2
4
831
5
2020-07-08 15:21:39.134960
Poor
Yes
Monthly
House
456
55,049
24
Female
2,576
Married
2
High School
null
16.084641
Suburban
Premium
2
10
null
1
2023-12-21 15:21:39.098696
Average
No
Daily
Condo
260
55,050
null
Female
123,980
Divorced
2
Master's
Employed
null
Rural
Comprehensive
1
3
812
9
2024-04-29 15:21:39.237118
null
No
Weekly
House
2,448
55,051
22
Male
26,776
Married
2
Bachelor's
Unemployed
43.738887
Urban
Comprehensive
null
1
678
6
2024-07-30 15:21:39.154008
Average
Yes
Rarely
Condo
1,092
55,052
63
Female
20,296
Divorced
4
Master's
Unemployed
null
Rural
Premium
null
1
null
5
2021-06-14 15:21:39.263607
Average
Yes
Rarely
Apartment
1,213
55,053
24
Female
48,968
Single
1
Bachelor's
null
48.881341
Urban
Comprehensive
null
5
467
3
2022-09-02 15:21:39.266452
Average
No
Daily
Condo
210
55,054
26
Male
129,828
Single
0
High School
null
8.522902
Rural
Premium
0
16
497
1
2023-06-27 15:21:39.251142
Good
Yes
Rarely
House
363
55,055
38
Female
4,428
null
1
PhD
null
28.984191
Rural
Basic
1
14
507
7
2020-03-21 15:21:39.188220
Average
No
Weekly
House
883
55,056
24
Female
2,476
Divorced
2
PhD
Self-Employed
null
Suburban
Basic
1
13
null
9
2022-11-20 15:21:39.167099
Good
Yes
Rarely
Apartment
659
55,057
59
Female
43,712
Married
4
Bachelor's
Self-Employed
17.84746
Suburban
Basic
null
12
534
5
2022-07-05 15:21:39.180553
Poor
No
Rarely
House
1,718
55,058
44
Female
15,229
Married
3
Bachelor's
null
12.738678
Urban
Basic
null
9
433
6
2024-07-20 15:21:39.167099
Poor
No
Weekly
Condo
1,348
55,059
31
Female
82,555
Single
3
Bachelor's
Unemployed
24.304088
Suburban
Basic
3
13
583
4
2020-09-18 15:21:39.261856
Good
No
Weekly
Apartment
4,349
55,060
53
Female
6,964
Single
4
High School
Unemployed
39.828507
Suburban
Comprehensive
null
13
578
5
2021-06-18 15:21:39.155231
Poor
No
Weekly
Condo
810
55,061
60
Female
14,991
Single
1
Bachelor's
Employed
39.058349
Suburban
Premium
null
4
602
6
2023-07-02 15:21:39.155231
Good
Yes
Rarely
Condo
930
55,062
38
Male
10,966
Married
1
High School
Self-Employed
17.744814
Urban
Premium
0
9
545
4
2021-01-22 15:21:39.246098
Good
Yes
Daily
Condo
1,415
55,063
47
Female
35,113
Divorced
2
Master's
Unemployed
32.757876
Rural
Premium
null
17
668
3
2023-11-28 15:21:39.105504
Average
Yes
Daily
Apartment
690
55,064
26
Female
93,651
Single
1
Bachelor's
null
39.924477
Urban
Premium
2
3
332
9
2022-09-13 15:21:39.110557
Good
No
Monthly
Apartment
1,210
55,065
20
Female
28,408
Married
3
Master's
Self-Employed
41.982587
Urban
Comprehensive
0
11
764
5
2019-09-15 15:21:39.096739
Good
No
Weekly
Condo
1,190
55,066
64
Male
null
Divorced
3
Bachelor's
Self-Employed
14.959282
Rural
Premium
2
13
783
9
2022-07-31 15:21:39.102694
Poor
No
Rarely
Condo
364
55,067
35
Male
24,946
Divorced
0
Bachelor's
Unemployed
24.86765
Urban
Comprehensive
1
14
null
6
2022-06-20 15:21:39.191219
Average
No
Monthly
House
1,229
55,068
55
Male
127,580
Divorced
0
High School
Employed
null
Rural
Comprehensive
2
9
823
8
2020-02-19 15:21:39.155231
Average
No
Daily
House
438
55,069
35
Female
32,135
Divorced
1
Bachelor's
null
11.799664
Suburban
Premium
null
18
333
6
2020-05-30 15:21:39.211806
Good
Yes
Rarely
Condo
2,027
55,070
57
Male
23,015
Married
1
Bachelor's
null
17.241552
Suburban
Basic
null
6
null
9
2020-06-02 15:21:39.092127
Poor
No
Monthly
Condo
472
55,071
21
Female
21,076
null
3
Bachelor's
Employed
4.502788
Rural
Premium
0
15
505
8
2022-07-27 15:21:39.198406
null
Yes
Weekly
House
100
55,072
19
Female
1,628
Divorced
1
High School
Employed
10.788647
Suburban
Basic
null
8
726
4
2023-06-23 15:21:39.091080
Poor
No
Daily
Condo
179
55,073
52
Female
3,972
null
4
Bachelor's
null
20.569501
Urban
Premium
null
3
537
3
2022-07-12 15:21:39.088124
Average
Yes
Monthly
Apartment
1,310
55,074
21
Female
8,881
Married
null
High School
null
19.913293
Suburban
Premium
null
13
674
8
2021-04-27 15:21:39.082499
Poor
Yes
Monthly
House
739
55,075
47
Male
66,548
Divorced
2
Bachelor's
Unemployed
29.037259
Urban
Basic
null
18
336
4
2023-10-12 15:21:39.155231
Average
Yes
Daily
Apartment
963
55,076
null
Male
17,076
Married
2
Bachelor's
Unemployed
42.648813
Suburban
Comprehensive
null
0
581
9
2019-11-27 15:21:39.202448
Poor
No
Daily
House
1,679
55,077
48
Male
35,325
Divorced
4
Bachelor's
Employed
12.094134
Suburban
Basic
1
7
847
3
2023-06-20 15:21:39.237118
Poor
No
Rarely
Condo
455
55,078
58
Male
92,631
Married
4
Bachelor's
Employed
43.817421
Rural
Comprehensive
1
7
498
6
2022-03-08 15:21:39.192212
Poor
Yes
Rarely
Condo
3,679
55,079
21
Male
16,233
Single
2
Bachelor's
null
7.519468
Urban
Basic
0
19
494
3
2020-11-25 15:21:39.095696
Good
Yes
Rarely
House
193
55,080
25
Male
21,223
Married
2
High School
Employed
28.719326
Suburban
Basic
2
5
662
5
2021-11-16 15:21:39.226954
Poor
Yes
Weekly
Condo
417
55,081
19
Male
16,082
Married
2
Bachelor's
Employed
10.754989
Urban
Comprehensive
0
9
541
1
2021-02-06 15:21:39.096739
Poor
Yes
Monthly
Condo
874
55,082
24
Male
102,372
Married
2
High School
Employed
22.25956
Rural
Basic
1
12
398
7
2020-08-19 15:21:39.081504
Good
No
Rarely
House
397
55,083
61
Male
3,626
Married
1
Bachelor's
null
null
Suburban
Premium
1
5
695
6
2021-08-27 15:21:39.209847
Good
No
Weekly
House
29
55,084
36
Female
15,881
Single
4
High School
null
50.063961
Rural
Comprehensive
0
5
833
3
2021-02-06 15:21:39.285112
Average
Yes
Weekly
Condo
762
55,085
19
Male
37,149
Divorced
4
High School
null
24.773704
Rural
Comprehensive
0
8
602
4
2022-06-06 15:21:39.282785
Average
Yes
Daily
Condo
2,214
55,086
28
Female
17,056
Married
1
PhD
Self-Employed
22.554914
Rural
Comprehensive
1
1
788
7
2020-05-30 15:21:39.253660
Poor
No
Monthly
Condo
57
55,087
51
Male
96,762
Divorced
0
PhD
null
20.282278
Urban
Basic
2
1
830
8
2024-02-26 15:21:39.134960
Good
No
Rarely
House
50
55,088
55
Male
null
Single
0
High School
Self-Employed
41.772616
Suburban
Basic
1
13
717
9
2019-12-16 15:21:39.120168
Average
Yes
Rarely
Apartment
101
55,089
54
Male
43,712
Single
1
Bachelor's
Self-Employed
32.720192
Suburban
Comprehensive
1
4
672
4
2020-06-27 15:21:39.155231
Poor
No
Monthly
Apartment
1,259
55,090
25
Male
43,445
Divorced
2
Bachelor's
null
29.938555
Rural
Premium
0
8
472
9
2022-01-31 15:21:39.099739
Poor
Yes
Weekly
Condo
963
55,091
23
Female
6,892
Single
0
PhD
null
27.735231
Urban
Basic
null
18
477
8
2024-03-20 15:21:39.155231
Poor
No
Rarely
Condo
838
55,092
35
Female
16,272
Married
2
Master's
Unemployed
6.16088
Urban
Comprehensive
null
12
null
1
2023-07-25 15:21:39.290098
Average
Yes
Weekly
Condo
472
55,093
29
Female
24,962
Married
4
Master's
Unemployed
8.29933
Suburban
Premium
0
1
565
6
2023-07-07 15:21:39.198406
Average
Yes
Monthly
House
118
55,094
62
Male
38,393
Divorced
3
Bachelor's
Employed
18.954222
Suburban
Premium
0
3
410
2
2021-08-15 15:21:39.221386
Good
Yes
Weekly
House
964
55,095
26
Male
26,657
Married
1
Master's
Self-Employed
42.067881
Urban
Premium
2
12
719
5
2024-05-15 15:21:39.155231
Good
Yes
Weekly
House
1,790
55,096
47
Male
13,770
Single
4
PhD
Self-Employed
12.84741
Suburban
Premium
1
10
756
6
2021-08-15 15:21:39.175719
Average
No
Daily
House
450
55,097
37
Male
25,154
Single
3
Master's
Unemployed
42.944444
Urban
Basic
2
5
569
9
2024-04-26 15:21:39.190215
Average
No
Daily
Apartment
1,593
55,098
20
Male
90,022
Divorced
2
High School
Self-Employed
21.643917
Suburban
Premium
4
2
665
9
2023-03-15 15:21:39.154008
Good
No
Weekly
Condo
279
55,099
35
Female
109,855
Single
0
High School
null
52.102764
Rural
Premium
0
13
451
5
2020-03-26 15:21:39.176717
Poor
No
Rarely
House
1,561