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
1,185,000
43
Male
null
Single
null
PhD
Unemployed
14.592943
Urban
Comprehensive
2
0
522
5
2022-07-22 15:21:39.223901
null
No
Weekly
Condo
1,182
1,185,001
57
Male
4,815
Divorced
null
Master's
Employed
46.751506
Suburban
Premium
1
7
581
7
2020-04-29 15:21:39.276901
Average
Yes
Monthly
Condo
247
1,185,002
50
Male
39,752
Married
0
High School
Employed
26.493319
Urban
Basic
1
9
539
5
2022-09-21 15:21:39.172097
Poor
Yes
Daily
Condo
1,203
1,185,003
22
Female
1,206
Divorced
1
PhD
Unemployed
22.818262
Urban
Premium
null
0
476
9
2024-06-21 15:21:39.204790
Good
Yes
Monthly
Apartment
749
1,185,004
64
Female
1,369
Divorced
4
High School
Unemployed
38.869
Urban
Comprehensive
2
16
674
3
2021-01-07 15:21:39.202448
null
Yes
Daily
Condo
892
1,185,005
58
Female
8,130
Single
null
PhD
Unemployed
36.835892
Rural
Basic
1
15
384
8
2024-02-10 15:21:39.250151
Average
Yes
Daily
House
2,013
1,185,006
20
Male
143,546
Single
2
Bachelor's
null
24.865472
Rural
Basic
2
12
629
1
2021-04-23 15:21:39.134960
Poor
No
Daily
House
30
1,185,007
20
Female
8,858
Single
0
Bachelor's
null
39.241131
Suburban
Premium
null
7
672
4
2021-04-11 15:21:39.219432
Average
No
Daily
Apartment
2,363
1,185,008
52
Female
25,563
Single
4
Bachelor's
Unemployed
35.839804
Rural
Premium
1
14
769
6
2024-04-10 15:21:39.236064
Poor
No
Monthly
House
1,029
1,185,009
22
Male
14,084
null
4
Master's
Self-Employed
null
Urban
Comprehensive
1
15
809
8
2023-04-10 15:21:39.274993
Average
No
Rarely
Apartment
1,148
1,185,010
22
Female
145,980
Married
2
High School
Self-Employed
40.087882
Suburban
Premium
0
7
447
5
2023-03-05 15:21:39.086123
Average
No
Rarely
Condo
813
1,185,011
62
Male
26,625
Single
0
High School
Self-Employed
12.173922
Rural
Comprehensive
0
12
742
7
2022-05-20 15:21:39.281787
Good
Yes
Weekly
Condo
1,405
1,185,012
48
Male
3,770
Divorced
3
Bachelor's
null
17.828615
Rural
Premium
null
14
593
8
2020-10-20 15:21:39.237118
Average
Yes
Daily
Apartment
36
1,185,013
64
Female
34
Divorced
1
Bachelor's
Employed
38.630724
Suburban
Comprehensive
null
14
728
3
2021-07-18 15:21:39.092127
Poor
Yes
Monthly
Apartment
581
1,185,014
60
Male
12,073
Single
4
High School
null
19.36391
Urban
Comprehensive
null
2
738
2
2021-10-17 15:21:39.185215
Poor
No
Weekly
House
713
1,185,015
47
Female
55,616
Married
4
High School
Unemployed
11.814901
Suburban
Comprehensive
0
10
349
7
2020-05-29 15:21:39.180553
Good
Yes
Rarely
House
1,737
1,185,016
24
Male
9,486
null
2
PhD
Self-Employed
37.503382
Rural
Basic
0
18
814
7
2020-03-10 15:21:39.237118
Good
No
Weekly
Apartment
182
1,185,017
45
Female
473
Single
0
PhD
null
20.777033
Rural
Premium
0
3
613
8
2020-04-05 15:21:39.206847
null
No
Monthly
Condo
1,132
1,185,018
33
Male
81,057
Divorced
1
Master's
null
32.42854
Urban
Comprehensive
null
8
467
9
2020-08-01 15:21:39.134960
Poor
No
Rarely
Apartment
399
1,185,019
32
Male
null
Married
0
Master's
Employed
null
Rural
Comprehensive
0
15
324
6
2019-11-25 15:21:39.237118
Poor
Yes
Daily
Condo
689
1,185,020
30
Female
85,598
Single
0
Master's
null
36.244524
Urban
Premium
null
2
398
4
2022-08-01 15:21:39.089116
Average
No
Weekly
Condo
524
1,185,021
24
Male
122,096
Single
0
Master's
null
null
Rural
Comprehensive
null
13
697
2
2022-06-24 15:21:39.110557
Poor
No
Monthly
Condo
3,924
1,185,022
35
Female
5,079
Married
4
Bachelor's
null
18.696034
Suburban
Comprehensive
null
1
835
1
2022-07-16 15:21:39.252145
Good
No
Weekly
House
524
1,185,023
28
Female
57,589
Single
1
PhD
null
32.14893
Suburban
Basic
null
15
324
5
2023-11-23 15:21:39.155231
Poor
No
Monthly
House
2,107
1,185,024
46
Male
22,017
Single
null
Master's
Unemployed
41.865103
Rural
Basic
null
14
719
8
2021-06-29 15:21:39.236064
Poor
Yes
Monthly
House
156
1,185,025
49
Female
1,809
Single
0
PhD
null
37.893483
Suburban
Premium
0
2
null
9
2023-08-03 15:21:39.231531
Good
No
Weekly
House
348
1,185,026
38
Female
28,215
Married
1
Bachelor's
Employed
28.564114
Urban
Premium
0
0
409
9
2022-07-01 15:21:39.226954
null
No
Daily
Condo
1,404
1,185,027
58
Female
18,114
Single
null
Master's
Employed
47.473314
Suburban
Basic
1
2
418
9
2023-10-17 15:21:39.278402
Average
Yes
Rarely
Apartment
1,531
1,185,028
56
Female
45,308
Single
1
High School
Self-Employed
null
Suburban
Comprehensive
1
0
null
2
2021-02-08 15:21:39.213373
Average
No
Weekly
Apartment
1,404
1,185,029
63
Male
5,805
Single
3
High School
Self-Employed
9.770187
Rural
Premium
4
7
586
3
2024-06-14 15:21:39.134960
Good
Yes
Weekly
House
2,330
1,185,030
57
Female
15,605
Married
3
Bachelor's
Self-Employed
30.182279
Rural
Comprehensive
1
8
796
1
2021-02-17 15:21:39.167099
Poor
No
Monthly
House
996
1,185,031
43
Male
45,388
Divorced
null
Master's
Employed
10.054056
Urban
Comprehensive
null
9
561
2
2023-09-26 15:21:39.206847
Average
Yes
Monthly
Apartment
39
1,185,032
38
Female
null
Single
3
High School
null
3.176211
Urban
Comprehensive
0
19
727
8
2022-05-18 15:21:39.121169
Poor
No
Daily
House
68
1,185,033
18
Male
4,064
Single
2
PhD
null
null
Suburban
Basic
null
14
null
3
2021-01-17 15:21:39.202448
Good
Yes
Weekly
House
1,507
1,185,034
null
Male
5,034
Married
3
Bachelor's
null
4.472116
Rural
Basic
2
15
832
7
2023-02-19 15:21:39.248098
Good
Yes
Weekly
House
1,804
1,185,035
39
Male
54,713
Married
1
PhD
null
9.71947
Urban
Basic
0
12
768
4
2024-06-05 15:21:39.202448
Good
No
Rarely
Condo
393
1,185,036
25
Female
34,241
Single
0
High School
Unemployed
42.844799
Urban
Premium
0
8
null
7
2022-01-23 15:21:39.155231
Poor
No
Monthly
Apartment
814
1,185,037
48
Male
77,484
Divorced
0
PhD
null
38.487324
Suburban
Comprehensive
0
0
394
6
2022-07-08 15:21:39.197445
Average
Yes
Rarely
Condo
815
1,185,038
30
Male
60,304
Single
3
Bachelor's
null
45.726273
Suburban
Premium
3
13
844
4
2019-09-19 15:21:39.250151
Poor
Yes
Rarely
Apartment
3,516
1,185,039
58
Female
18,610
Married
2
Bachelor's
Self-Employed
47.638751
Rural
Comprehensive
0
17
801
5
2022-03-11 15:21:39.182597
Average
No
Monthly
House
3,372
1,185,040
24
Male
6,878
Divorced
0
Master's
null
36.945758
Suburban
Premium
0
13
828
4
2020-09-10 15:21:39.270454
Poor
No
Weekly
Condo
591
1,185,041
18
Male
38,506
Divorced
0
High School
Employed
26.581726
Rural
Premium
0
17
485
8
2019-09-09 15:21:39.167099
Poor
No
Monthly
House
1,442
1,185,042
48
Female
146,534
Divorced
4
PhD
Unemployed
51.443028
Suburban
Comprehensive
0
1
544
6
2023-07-21 15:21:39.105504
Poor
No
Weekly
Condo
1,335
1,185,043
61
Male
34,369
Married
2
Master's
Self-Employed
29.327548
Rural
Premium
0
9
683
1
2020-12-27 15:21:39.274993
Average
No
Rarely
Condo
612
1,185,044
21
Male
22,059
Single
4
Bachelor's
null
19.638342
Urban
Premium
null
16
null
2
2023-06-11 15:21:39.223901
Poor
Yes
Weekly
Apartment
1,784
1,185,045
23
Male
5,818
Married
4
PhD
Employed
19.757942
Urban
Premium
1
2
null
5
2022-06-15 15:21:39.134960
Average
No
Weekly
Apartment
1,282
1,185,046
59
Female
1,239
Single
0
High School
Employed
14.569504
Suburban
Comprehensive
1
15
438
2
2023-04-29 15:21:39.155231
Good
Yes
Weekly
House
716
1,185,047
59
Female
622
Single
4
PhD
null
22.298501
Suburban
Premium
2
6
544
1
2024-06-21 15:21:39.147735
Poor
No
Daily
Condo
647
1,185,048
43
Male
20,720
Divorced
0
Bachelor's
Self-Employed
null
Rural
Basic
1
17
589
3
2020-04-28 15:21:39.134960
Average
Yes
Weekly
Apartment
815
1,185,049
64
Female
26,724
Married
3
Master's
Unemployed
26.913903
Suburban
Premium
1
5
null
1
2024-02-09 15:21:39.167099
Good
Yes
Rarely
House
462
1,185,050
24
Female
918
Single
1
Master's
Employed
null
Rural
Basic
null
8
467
5
2021-02-15 15:21:39.102694
Average
Yes
Daily
House
442
1,185,051
43
Male
17,326
Married
2
Master's
Self-Employed
21.55214
Urban
Basic
2
4
null
6
2021-07-19 15:21:39.143708
Average
Yes
Rarely
Condo
736
1,185,052
52
Male
29,523
Married
2
High School
Unemployed
9.398751
Urban
Basic
1
1
472
4
2022-05-19 15:21:39.181605
Good
Yes
Monthly
Condo
924
1,185,053
41
Female
44,382
Single
3
Bachelor's
Unemployed
16.743268
Suburban
Basic
0
11
null
3
2023-06-30 15:21:39.237118
Poor
No
Weekly
Apartment
118
1,185,054
31
Female
1,415
Divorced
0
High School
Unemployed
18.892817
Rural
Basic
1
10
840
4
2019-12-26 15:21:39.134960
Good
No
Rarely
Apartment
728
1,185,055
62
Male
44,680
Married
0
High School
null
9.395511
Rural
Comprehensive
1
0
628
8
2021-05-17 15:21:39.084065
Good
No
Rarely
Condo
2,798
1,185,056
51
Female
null
Single
0
PhD
Employed
34.993942
Urban
Comprehensive
0
18
439
7
2019-10-25 15:21:39.095696
Average
No
Daily
House
685
1,185,057
55
Female
39,058
Single
0
High School
Unemployed
11.936114
Urban
Premium
1
8
551
5
2021-05-15 15:21:39.171102
Poor
No
Weekly
Apartment
1,515
1,185,058
55
Male
6,128
Single
1
Bachelor's
Unemployed
49.307084
Suburban
Comprehensive
1
11
776
8
2022-11-11 15:21:39.134960
Good
Yes
Monthly
Apartment
2,740
1,185,059
58
Female
3,968
Single
4
PhD
Unemployed
30.131927
Urban
Premium
5
17
328
2
2023-07-22 15:21:39.134960
null
Yes
Monthly
Condo
1,563
1,185,060
52
Female
null
Married
3
Bachelor's
Employed
35.127322
Suburban
Basic
1
1
394
1
2023-03-26 15:21:39.122134
Good
Yes
Rarely
Apartment
1,360
1,185,061
61
Female
43,870
Divorced
null
High School
Self-Employed
30.653039
Suburban
Premium
0
5
482
7
2024-03-29 15:21:39.118178
Poor
No
Daily
Apartment
1,426
1,185,062
42
Female
13,784
Divorced
3
PhD
Employed
24.504765
Suburban
Basic
0
3
522
5
2019-09-15 15:21:39.167099
Average
Yes
Rarely
Condo
1,711
1,185,063
null
Male
1,327
null
3
PhD
Employed
39.018213
Suburban
Basic
0
5
662
7
2022-12-25 15:21:39.237118
Average
No
Rarely
House
1,043
1,185,064
37
Female
48,715
Single
4
PhD
Unemployed
38.083418
Urban
Comprehensive
null
8
353
1
2023-05-19 15:21:39.134960
Average
No
Daily
Apartment
1,236
1,185,065
57
Female
12,056
Divorced
2
Master's
Self-Employed
25.147082
Rural
Basic
null
16
766
2
2021-08-06 15:21:39.134960
Average
No
Monthly
Condo
156
1,185,066
18
Female
12,063
Single
2
Master's
Self-Employed
5.551897
Urban
Comprehensive
1
10
682
9
2023-09-01 15:21:39.188220
Good
No
Weekly
Apartment
33
1,185,067
64
Male
92,628
Single
3
High School
Self-Employed
29.567774
Suburban
Basic
null
11
711
8
2021-06-10 15:21:39.132191
null
Yes
Rarely
Apartment
2,579
1,185,068
51
Male
6,042
Married
0
High School
Self-Employed
28.186057
Urban
Comprehensive
0
10
310
1
2020-01-04 15:21:39.206847
null
No
Monthly
Condo
686
1,185,069
21
Male
43,817
Married
0
Master's
Unemployed
21.868163
Urban
Basic
null
8
541
9
2023-06-25 15:21:39.181605
Good
Yes
Weekly
House
182
1,185,070
54
Male
10,802
Divorced
3
PhD
null
31.827558
Urban
Premium
null
5
493
3
2024-07-05 15:21:39.172097
Good
No
Monthly
Apartment
545
1,185,071
56
Female
20,923
Married
1
Master's
Self-Employed
31.89538
Rural
Comprehensive
0
2
795
4
2023-09-30 15:21:39.132191
Average
Yes
Daily
Condo
1,048
1,185,072
18
Female
27,892
Married
0
Bachelor's
null
19.086757
Rural
Premium
0
4
584
7
2022-01-15 15:21:39.093681
Good
No
Weekly
Condo
2,882
1,185,073
29
Female
16,087
Single
0
High School
Self-Employed
7.013649
Rural
Basic
1
7
762
3
2019-11-27 15:21:39.202448
Good
Yes
Weekly
Apartment
1,182
1,185,074
32
Female
43,804
Divorced
4
PhD
Self-Employed
18.25463
Urban
Comprehensive
null
12
354
3
2021-07-19 15:21:39.247098
Good
Yes
Daily
Condo
1,185
1,185,075
38
Female
81,322
Divorced
3
High School
null
12.747834
Urban
Basic
null
13
441
3
2023-09-12 15:21:39.087123
Average
No
Weekly
Condo
642
1,185,076
59
Female
2,099
Single
1
Master's
Unemployed
5.993882
Suburban
Basic
2
6
581
8
2023-05-13 15:21:39.245086
Average
No
Daily
Apartment
368
1,185,077
23
Female
72,528
Single
null
High School
Unemployed
null
Rural
Comprehensive
1
15
310
6
2024-07-17 15:21:39.122134
Good
Yes
Daily
Apartment
561
1,185,078
47
Female
18,340
Divorced
3
Master's
Employed
31.001992
Urban
Comprehensive
0
15
806
5
2023-07-23 15:21:39.125660
Poor
Yes
Monthly
House
471
1,185,079
26
Female
82,028
Divorced
3
PhD
Employed
30.818893
Urban
Premium
null
8
820
8
2020-05-12 15:21:39.088124
Poor
No
Weekly
Apartment
367
1,185,080
24
Male
9,695
Divorced
2
PhD
Self-Employed
11.966677
Urban
Comprehensive
null
11
694
8
2023-08-09 15:21:39.207847
null
No
Weekly
Condo
215
1,185,081
53
Female
146,075
Married
2
Bachelor's
Employed
9.822216
Urban
Premium
0
12
754
9
2023-04-29 15:21:39.155231
Good
No
Monthly
Apartment
343
1,185,082
24
Female
15,476
Married
4
PhD
Self-Employed
40.738589
Rural
Comprehensive
0
2
714
9
2022-10-26 15:21:39.131192
Poor
No
Daily
Condo
508
1,185,083
54
Female
35,424
Single
2
Master's
null
12.001832
Urban
Basic
0
17
843
4
2023-01-08 15:21:39.123711
Average
No
Rarely
Condo
3,734
1,185,084
50
Female
4,912
Married
0
Bachelor's
null
9.672535
Rural
Comprehensive
2
11
754
8
2020-01-21 15:21:39.151732
Average
No
Monthly
Apartment
2,128
1,185,085
63
Female
81,165
Divorced
3
High School
Unemployed
18.766183
Rural
Basic
2
7
543
6
2023-08-05 15:21:39.092127
Poor
Yes
Daily
Apartment
1,852
1,185,086
29
Female
91,516
Divorced
1
PhD
Employed
44.844937
Urban
Basic
2
11
434
9
2022-02-02 15:21:39.174719
Good
No
Monthly
House
676
1,185,087
30
Female
60,012
Married
null
High School
Unemployed
44.24815
Suburban
Comprehensive
null
1
605
5
2024-06-26 15:21:39.081504
Average
No
Daily
House
111
1,185,088
51
Female
7,894
Single
0
High School
Employed
26.132773
Suburban
Premium
1
2
683
6
2021-11-07 15:21:39.288099
Average
Yes
Weekly
Condo
835
1,185,089
41
Female
46,380
Divorced
0
Master's
Employed
20.673564
Rural
Comprehensive
1
11
null
7
2023-07-05 15:21:39.246098
Average
No
Daily
Apartment
1,153
1,185,090
27
Female
15,623
Married
2
Master's
Employed
27.94577
Urban
Premium
null
8
651
5
2020-07-16 15:21:39.111551
Poor
Yes
Daily
Apartment
893
1,185,091
56
Female
109,453
Single
0
Bachelor's
Employed
37.893483
Urban
Basic
null
12
805
5
2024-04-11 15:21:39.250151
Average
No
Daily
Condo
58
1,185,092
50
Male
124,099
Divorced
1
Master's
Self-Employed
null
Urban
Basic
1
1
788
2
2020-12-11 15:21:39.225916
Average
No
Rarely
House
2,172
1,185,093
23
Female
15,161
Single
2
High School
Self-Employed
30.073974
Urban
Basic
null
4
612
3
2019-10-09 15:21:39.288099
Average
No
Rarely
Apartment
1,488
1,185,094
31
Male
1,242
Divorced
1
PhD
Unemployed
28.094643
Suburban
Comprehensive
null
0
305
1
2021-02-13 15:21:39.146733
Average
Yes
Daily
Apartment
1,296
1,185,095
57
Male
4,720
Single
4
Bachelor's
null
4.472425
Rural
Basic
1
15
331
3
2023-02-27 15:21:39.088124
Poor
No
Weekly
Apartment
1,236
1,185,096
26
Male
102,928
Divorced
4
Bachelor's
Self-Employed
39.676571
Suburban
Comprehensive
0
13
407
1
2024-03-25 15:21:39.278402
Poor
No
Daily
Apartment
553
1,185,097
42
Female
2,426
Single
null
PhD
Unemployed
12.351337
Urban
Basic
0
2
383
8
2023-12-19 15:21:39.117183
Poor
No
Weekly
Apartment
1,873
1,185,098
20
Female
56,850
null
0
PhD
Employed
47.365834
Suburban
Comprehensive
1
2
null
5
2024-05-28 15:21:39.288099
null
No
Weekly
Condo
990
1,185,099
48
Male
25,790
Single
null
PhD
Unemployed
36.914595
Urban
Basic
null
2
696
8
2023-12-17 15:21:39.097737
Poor
Yes
Rarely
Condo
126