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
1,187,000
47
Female
2,099
Married
3
High School
Employed
17.929133
Suburban
Comprehensive
2
10
522
5
2023-09-23 15:21:39.198406
Poor
Yes
Monthly
House
1,028
1,187,001
59
Male
564
Single
1
Master's
Self-Employed
37.898674
Suburban
Basic
1
10
678
5
2019-10-22 15:21:39.151732
Average
Yes
Daily
Condo
646
1,187,002
44
Male
70,587
Single
2
High School
null
10.195972
Suburban
Comprehensive
0
16
472
2
2024-03-17 15:21:39.111551
Average
Yes
Weekly
Apartment
99
1,187,003
40
Female
3,849
Married
2
Master's
Employed
47.914497
Urban
Premium
0
7
661
6
2023-10-04 15:21:39.134960
Poor
No
Monthly
House
100
1,187,004
54
Male
97,823
Married
4
Master's
null
20.592038
Suburban
Basic
0
6
555
9
2021-04-13 15:21:39.198406
Average
Yes
Rarely
House
359
1,187,005
42
Male
12,991
Divorced
4
PhD
null
31.186625
Rural
Basic
1
3
739
2
2022-10-23 15:21:39.095696
Average
Yes
Monthly
Apartment
647
1,187,006
26
Female
46,387
Married
4
High School
Employed
18.076772
Urban
Premium
null
15
334
7
2022-10-06 15:21:39.149731
Average
Yes
Monthly
House
2,224
1,187,007
59
Female
10,081
Single
4
PhD
Unemployed
33.234934
Urban
Basic
null
11
543
9
2021-09-09 15:21:39.181605
Average
No
Rarely
Condo
731
1,187,008
36
Male
null
Married
2
High School
null
20.517023
Suburban
Basic
null
7
711
2
2021-12-02 15:21:39.237118
null
Yes
Weekly
Condo
372
1,187,009
42
Male
31,003
Divorced
null
Bachelor's
Employed
20.158074
Rural
Basic
2
14
653
3
2021-11-08 15:21:39.152732
Poor
No
Daily
House
875
1,187,010
64
Female
3,566
Married
4
Bachelor's
Unemployed
23.973705
Suburban
Basic
1
19
548
7
2020-09-16 15:21:39.092127
Poor
No
Weekly
Apartment
3,381
1,187,011
41
Female
20,783
Single
0
Master's
Self-Employed
30.819083
Suburban
Premium
0
10
586
7
2020-05-30 15:21:39.247098
Poor
No
Rarely
Apartment
26
1,187,012
18
Male
18,313
Single
2
Bachelor's
Unemployed
12.945142
Urban
Comprehensive
null
15
328
3
2021-01-12 15:21:39.237118
Average
Yes
Weekly
Apartment
1,677
1,187,013
39
Female
74,951
Single
1
Bachelor's
Self-Employed
51.585828
Rural
Premium
0
9
801
8
2023-05-27 15:21:39.193945
Average
Yes
Daily
House
603
1,187,014
22
Female
118,522
Single
1
PhD
Unemployed
16.474775
Suburban
Basic
2
0
568
7
2022-05-18 15:21:39.175719
Average
Yes
Weekly
Condo
2,360
1,187,015
52
Male
49,501
Divorced
3
PhD
null
9.168815
Rural
Premium
1
6
644
5
2023-04-27 15:21:39.237118
Good
No
Weekly
Apartment
208
1,187,016
36
Female
96,798
Married
4
High School
null
17.156345
Urban
Premium
null
8
713
7
2024-06-07 15:21:39.122134
Average
No
Daily
Condo
115
1,187,017
28
Female
28,441
Divorced
1
High School
null
27.716154
Suburban
Comprehensive
0
11
828
6
2021-12-13 15:21:39.104139
Average
Yes
Rarely
House
837
1,187,018
24
Male
16,057
Married
null
High School
Unemployed
16.051338
Urban
Comprehensive
1
13
774
4
2021-03-23 15:21:39.237118
Poor
No
Monthly
Condo
1,489
1,187,019
56
Male
40,608
Married
4
Bachelor's
Self-Employed
12.497771
Urban
Comprehensive
3
19
511
3
2021-10-26 15:21:39.087123
Average
Yes
Weekly
Apartment
45
1,187,020
50
Female
61,471
Single
4
Master's
Unemployed
13.244039
Rural
Premium
3
6
375
3
2023-07-21 15:21:39.252145
Good
Yes
Monthly
House
38
1,187,021
21
Female
4,058
Divorced
0
Bachelor's
Unemployed
51.441949
Urban
Comprehensive
2
15
336
1
2024-07-20 15:21:39.177724
Good
Yes
Rarely
Condo
1,864
1,187,022
61
Male
80,670
Married
1
High School
null
38.876202
Urban
Comprehensive
0
6
315
9
2023-07-20 15:21:39.273973
Good
Yes
Weekly
House
549
1,187,023
64
Female
14,861
Single
null
Bachelor's
Unemployed
18.529315
Suburban
Comprehensive
2
12
750
2
2023-12-11 15:21:39.245086
Average
No
Rarely
Condo
1,018
1,187,024
63
Female
17,086
Divorced
0
High School
null
7.98472
Rural
Basic
1
2
734
5
2021-08-03 15:21:39.208842
Poor
Yes
Rarely
Apartment
841
1,187,025
54
Female
8,723
Divorced
3
Bachelor's
Self-Employed
12.353203
Urban
Comprehensive
null
9
null
9
2022-09-11 15:21:39.096739
Good
Yes
Monthly
Apartment
65
1,187,026
42
Female
6,079
Married
0
Bachelor's
Self-Employed
40.566405
Rural
Comprehensive
0
11
704
6
2019-12-16 15:21:39.126661
Average
No
Weekly
Condo
1,622
1,187,027
46
Female
45,462
Single
2
Master's
null
13.928687
Suburban
Basic
0
11
811
6
2022-03-08 15:21:39.079128
Good
Yes
Weekly
Apartment
562
1,187,028
61
Male
16,274
Single
1
Bachelor's
Employed
20.780145
Urban
Premium
0
12
480
5
2020-12-31 15:21:39.237118
Average
Yes
Rarely
Condo
836
1,187,029
60
Male
39,069
Divorced
2
PhD
null
7.002468
Suburban
Comprehensive
1
14
761
6
2021-06-27 15:21:39.093681
Average
No
Daily
Condo
992
1,187,030
34
Female
84,795
Single
0
Master's
Self-Employed
21.827573
Rural
Premium
1
7
501
4
2023-12-23 15:21:39.272456
Average
No
Daily
Apartment
2,840
1,187,031
35
Female
28,677
Divorced
2
PhD
null
14.596892
Suburban
Comprehensive
0
19
836
7
2021-06-01 15:21:39.282785
Average
No
Monthly
House
557
1,187,032
40
Female
36,031
Divorced
0
PhD
Employed
32.817488
Urban
Comprehensive
0
12
706
2
2022-09-16 15:21:39.134960
Poor
Yes
Daily
Condo
157
1,187,033
64
Female
133,841
Single
1
High School
Self-Employed
10.620117
Suburban
Comprehensive
null
0
506
6
2020-04-08 15:21:39.155231
Average
Yes
Daily
Apartment
2,145
1,187,034
31
Female
47,798
Divorced
1
Master's
null
5.836332
Urban
Comprehensive
2
8
786
3
2020-01-31 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,229
1,187,035
53
Female
92,780
Single
3
High School
Self-Employed
27.611555
Suburban
Basic
2
8
null
7
2020-10-22 15:21:39.122134
Poor
No
Daily
Apartment
1,853
1,187,036
55
Female
31,482
Single
2
High School
Employed
15.746245
Rural
Premium
0
2
753
4
2023-09-08 15:21:39.126661
Good
No
Daily
House
1,664
1,187,037
19
Male
null
Divorced
2
PhD
Self-Employed
24.662823
Suburban
Basic
1
12
349
7
2022-12-22 15:21:39.254678
Good
Yes
Monthly
Apartment
159
1,187,038
50
Female
25,620
Single
2
Master's
null
18.081631
Urban
Comprehensive
null
10
657
4
2022-10-25 15:21:39.285112
Good
No
Rarely
Condo
454
1,187,039
43
Male
25,211
Divorced
2
Master's
Unemployed
20.073328
Urban
Basic
0
9
835
2
2022-02-17 15:21:39.134960
Good
No
Weekly
House
1,773
1,187,040
31
Male
null
Divorced
2
Master's
Unemployed
17.912366
Rural
Premium
1
0
624
2
2021-03-08 15:21:39.237118
Average
Yes
Rarely
Apartment
168
1,187,041
29
Female
609
Divorced
4
High School
Employed
19.417611
Urban
Premium
4
7
742
2
2021-01-23 15:21:39.164044
Average
Yes
Daily
Condo
1,218
1,187,042
20
Female
80,988
Single
3
PhD
null
51.944451
Rural
Comprehensive
1
18
632
4
2023-04-25 15:21:39.226954
Average
No
Weekly
Apartment
469
1,187,043
39
Male
1,411
Single
4
Bachelor's
Unemployed
10.964354
Rural
Premium
2
9
436
6
2020-04-14 15:21:39.149731
Good
Yes
Rarely
Condo
547
1,187,044
47
Male
44,204
Married
null
Bachelor's
null
7.299624
Urban
Basic
1
5
null
3
2023-03-06 15:21:39.085129
Good
No
Rarely
Condo
913
1,187,045
51
Female
17,094
Married
2
High School
Employed
33.997516
Suburban
Premium
2
0
393
1
2024-03-19 15:21:39.134960
Poor
Yes
Rarely
Condo
478
1,187,046
45
Female
null
Divorced
2
Master's
Self-Employed
28.327548
Suburban
Comprehensive
null
10
372
7
2021-04-03 15:21:39.134960
Poor
No
Daily
Apartment
2,220
1,187,047
20
Female
3,968
Divorced
3
High School
Employed
null
Suburban
Premium
0
13
569
1
2022-04-14 15:21:39.120168
Good
No
Weekly
Apartment
714
1,187,048
43
Female
16,582
Married
1
Master's
Employed
32.823585
Rural
Premium
1
0
714
4
2020-01-31 15:21:39.288099
Good
Yes
Rarely
Apartment
843
1,187,049
36
Male
126,081
Married
4
High School
Unemployed
29.055065
Suburban
Basic
null
0
804
7
2019-12-15 15:21:39.237118
Good
No
Daily
Apartment
119
1,187,050
25
Female
121,688
Divorced
4
High School
Employed
20.051479
Suburban
Basic
1
9
477
7
2023-12-02 15:21:39.256696
Average
Yes
Weekly
House
381
1,187,051
18
Male
29,092
Single
null
High School
null
27.483411
Suburban
Premium
null
10
718
4
2020-09-04 15:21:39.187211
Good
No
Daily
House
1,170
1,187,052
31
Male
4,866
Married
2
PhD
Employed
3.7537
Suburban
Basic
2
12
379
9
2022-08-03 15:21:39.254678
Good
Yes
Rarely
House
759
1,187,053
31
Female
53,928
Single
null
High School
Unemployed
16.772621
Urban
Comprehensive
3
13
494
2
2023-06-14 15:21:39.219432
Good
Yes
Daily
House
215
1,187,054
19
Female
null
Divorced
4
Master's
null
28.775098
Urban
Comprehensive
1
17
448
9
2023-12-01 15:21:39.287115
Poor
No
Monthly
House
227
1,187,055
43
Male
null
Married
4
Bachelor's
Unemployed
21.723553
Urban
Basic
null
5
398
6
2023-04-25 15:21:39.169102
Average
No
Weekly
Apartment
53
1,187,056
40
Female
123,823
Married
4
PhD
Self-Employed
19.885081
Suburban
Basic
null
1
381
7
2024-05-26 15:21:39.254678
Average
Yes
Rarely
House
531
1,187,057
null
Male
6,861
Divorced
4
High School
Self-Employed
29.928594
Rural
Comprehensive
null
5
523
5
2022-09-29 15:21:39.171102
Poor
Yes
Daily
Condo
769
1,187,058
62
Female
25,158
Divorced
2
High School
Self-Employed
20.339955
Rural
Basic
0
4
812
9
2022-05-22 15:21:39.237118
Good
Yes
Weekly
Apartment
684
1,187,059
64
Male
2,086
Single
3
PhD
Self-Employed
15.612313
Rural
Comprehensive
null
13
581
9
2021-05-06 15:21:39.105504
null
No
Weekly
Condo
474
1,187,060
19
Female
13,394
Divorced
1
PhD
Employed
25.995721
Urban
Basic
1
1
338
3
2020-01-20 15:21:39.106582
Good
No
Weekly
Apartment
20
1,187,061
40
Male
47,879
Divorced
0
PhD
Employed
null
Rural
Basic
1
10
418
9
2020-02-28 15:21:39.207847
Average
Yes
Rarely
House
3,135
1,187,062
28
Male
28,921
Single
2
PhD
Unemployed
9.764847
Suburban
Comprehensive
0
3
441
7
2020-07-20 15:21:39.260856
Poor
No
Weekly
House
2,960
1,187,063
19
Female
113,489
Married
0
Bachelor's
Unemployed
13.813842
Rural
Premium
1
5
353
4
2020-10-21 15:21:39.148733
Average
No
Weekly
House
1,116
1,187,064
34
Female
null
Divorced
2
PhD
Unemployed
9.124908
Urban
Premium
1
9
796
5
2020-10-24 15:21:39.269494
Poor
No
Daily
House
275
1,187,065
36
Male
16,078
Divorced
null
Bachelor's
Employed
32.124624
Suburban
Basic
0
8
528
9
2021-10-01 15:21:39.188220
Average
Yes
Rarely
Condo
498
1,187,066
41
Female
1,412
Single
2
PhD
Self-Employed
39.285023
Urban
Basic
2
12
740
1
2023-04-14 15:21:39.155231
Poor
Yes
Daily
Apartment
485
1,187,067
30
Female
1,379
Married
1
Master's
null
12.084578
Rural
Basic
0
12
775
2
2024-01-01 15:21:39.101733
Good
Yes
Daily
Condo
2,141
1,187,068
41
Male
3,734
null
3
High School
Employed
41.08156
Urban
Premium
1
13
381
6
2024-04-10 15:21:39.244069
null
Yes
Weekly
House
1,531
1,187,069
36
Male
729
Single
4
Bachelor's
Self-Employed
null
Urban
Comprehensive
null
1
581
2
2020-07-22 15:21:39.132191
Good
Yes
Monthly
Apartment
822
1,187,070
34
Male
29,879
Married
0
High School
Unemployed
28.631014
Rural
Basic
0
16
null
5
2020-08-27 15:21:39.155231
Poor
Yes
Daily
Apartment
661
1,187,071
39
Male
20,211
Single
4
High School
null
13.430514
Suburban
Premium
null
13
null
4
2024-02-04 15:21:39.281787
Good
No
Rarely
Apartment
291
1,187,072
38
Male
17,085
Single
4
Bachelor's
Self-Employed
35.847325
Urban
Basic
1
3
null
4
2020-06-05 15:21:39.146733
Poor
No
Monthly
Condo
4,072
1,187,073
54
Male
8,928
Single
2
Bachelor's
null
16.484855
Urban
Premium
null
1
482
6
2022-01-25 15:21:39.237118
null
Yes
Monthly
Apartment
2,367
1,187,074
25
Female
25,574
Single
3
Master's
null
25.019439
Urban
Premium
2
1
815
3
2023-12-12 15:21:39.146733
Good
No
Weekly
Apartment
892
1,187,075
55
Male
16,011
Divorced
0
PhD
null
20.817963
Rural
Comprehensive
null
12
583
3
2020-07-23 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,008
1,187,076
36
Male
3,436
Divorced
3
PhD
null
49.844106
Suburban
Comprehensive
1
10
826
1
2024-04-16 15:21:39.237118
null
Yes
Weekly
Apartment
1,003
1,187,077
61
Female
714
Married
3
Bachelor's
null
null
Urban
Premium
null
12
511
6
2024-02-13 15:21:39.223390
Poor
Yes
Weekly
House
716
1,187,078
27
Female
81,459
Divorced
2
Bachelor's
Unemployed
12.926507
Urban
Basic
null
17
421
5
2020-02-29 15:21:39.173834
Good
No
Rarely
Condo
1,449
1,187,079
20
Male
1,059
Single
3
Bachelor's
null
17.314948
Rural
Comprehensive
3
16
607
5
2021-02-23 15:21:39.285112
Poor
Yes
Weekly
Apartment
830
1,187,080
32
Male
65,971
Married
2
Bachelor's
Employed
23.683749
Suburban
Premium
2
12
797
2
2023-07-29 15:21:39.225916
Poor
No
Monthly
Apartment
2,556
1,187,081
55
Female
87,853
Married
2
PhD
Employed
4.693301
Urban
Basic
2
4
684
4
2019-11-21 15:21:39.218388
Average
Yes
Daily
Condo
2,380
1,187,082
52
Male
16,617
Single
null
High School
Self-Employed
21.803103
Suburban
Comprehensive
null
16
487
6
2023-12-08 15:21:39.280784
Good
Yes
Daily
House
1,615
1,187,083
60
Male
102,043
Divorced
2
High School
Self-Employed
7.096065
Rural
Premium
null
8
778
9
2023-03-26 15:21:39.151732
Poor
Yes
Rarely
Apartment
123
1,187,084
22
Male
20,287
Divorced
4
Master's
Self-Employed
26.174019
Urban
Comprehensive
0
6
813
9
2023-02-05 15:21:39.222387
null
Yes
Weekly
Condo
2,538
1,187,085
52
Female
54,711
Married
2
PhD
Unemployed
13.6386
Suburban
Premium
2
16
744
7
2022-02-16 15:21:39.209847
null
Yes
Weekly
House
769
1,187,086
54
Female
2,489
Married
2
PhD
Self-Employed
28.478425
Urban
Comprehensive
1
2
null
6
2020-05-04 15:21:39.237118
null
No
Rarely
House
477
1,187,087
60
Female
4,538
Single
null
PhD
Unemployed
18.586978
Suburban
Basic
2
13
703
3
2022-10-16 15:21:39.134960
Poor
No
Weekly
Condo
1,643
1,187,088
32
Female
7,984
Married
1
Master's
Unemployed
24.967203
Rural
Premium
null
15
784
2
2021-01-27 15:21:39.237118
Poor
Yes
Weekly
Condo
1,166
1,187,089
21
Male
2,562
Married
3
Master's
null
28.691446
Rural
Premium
2
19
759
9
2024-06-01 15:21:39.288099
null
No
Daily
Condo
571
1,187,090
27
Male
17,069
Divorced
0
Master's
Unemployed
29.010921
Urban
Basic
null
17
604
7
2020-06-28 15:21:39.237118
Average
Yes
Monthly
House
696
1,187,091
64
Female
15,258
Single
0
PhD
Employed
19.929457
Rural
Premium
null
11
422
8
2023-11-14 15:21:39.090124
Average
No
Weekly
Apartment
638
1,187,092
42
Female
96,474
Divorced
4
High School
Self-Employed
38.406511
Suburban
Premium
0
8
682
8
2021-11-18 15:21:39.164044
Good
No
Monthly
House
172
1,187,093
50
Male
18,227
Single
3
Bachelor's
null
26.897266
Suburban
Basic
1
17
null
2
2020-03-17 15:21:39.134960
Good
No
Weekly
Apartment
2,362
1,187,094
53
Female
18,116
Married
0
High School
Unemployed
30.781234
Urban
Basic
null
6
668
3
2020-12-02 15:21:39.150730
Average
Yes
Monthly
Apartment
657
1,187,095
49
Female
859
Divorced
1
Master's
Unemployed
null
Suburban
Comprehensive
null
6
null
8
2021-11-19 15:21:39.202448
Average
No
Weekly
House
1,030
1,187,096
21
Female
6,833
Divorced
4
Bachelor's
null
23.406435
Suburban
Comprehensive
1
1
null
7
2023-08-17 15:21:39.190215
Average
Yes
Weekly
Condo
476
1,187,097
19
Male
4,055
Single
1
PhD
null
18.042002
Urban
Basic
3
16
463
2
2022-06-06 15:21:39.114118
Average
Yes
Monthly
Condo
772
1,187,098
45
Male
18,983
Married
4
Bachelor's
Employed
21.937247
Rural
Premium
1
8
748
4
2020-09-24 15:21:39.202448
Good
Yes
Rarely
House
1,452
1,187,099
46
Male
85,785
Married
2
Bachelor's
Unemployed
50.428634
Urban
Premium
null
3
null
3
2023-08-30 15:21:39.224915
null
No
Daily
House
1,132