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
10,000
52
Male
29,826
Single
4
High School
Employed
24.122665
Rural
Premium
null
13
518
3
2023-06-13 15:21:39.258696
Good
No
Weekly
House
1,488
10,001
24
Female
825
Single
0
Bachelor's
Unemployed
33.334519
Rural
Basic
1
6
692
9
2019-11-18 15:21:39.185215
Poor
No
Weekly
Apartment
27
10,002
40
Male
19,577
Divorced
3
High School
Employed
19.141357
Suburban
Basic
1
12
709
5
2021-06-15 15:21:39.249100
Good
Yes
Monthly
Condo
340
10,003
36
Female
14,096
Single
2
PhD
null
9.557965
Urban
Basic
3
7
662
1
2020-07-16 15:21:39.132191
Average
Yes
Rarely
House
934
10,004
55
Male
24,892
Married
2
Bachelor's
null
13.139501
Suburban
Comprehensive
0
12
538
7
2019-09-10 15:21:39.134960
null
No
Rarely
Apartment
1,603
10,005
35
Female
1,612
Single
3
Master's
null
20.828171
Rural
Comprehensive
1
11
591
5
2020-11-14 15:21:39.271453
Poor
Yes
Monthly
Apartment
35
10,006
46
Male
102,326
Married
4
High School
null
29.974161
Urban
Basic
null
15
653
5
2022-01-21 15:21:39.216387
Poor
Yes
Daily
Condo
392
10,007
27
Male
17,058
Single
3
High School
Self-Employed
50.163434
Urban
Basic
0
0
null
5
2022-03-31 15:21:39.155231
Poor
Yes
Rarely
Apartment
3,788
10,008
45
Male
28,113
Divorced
3
Master's
Self-Employed
16.473368
Rural
Basic
null
15
485
2
2020-07-14 15:21:39.248098
Good
No
Rarely
Apartment
1,302
10,009
42
Male
17,554
Married
4
Bachelor's
Unemployed
13.318819
Urban
Basic
null
18
302
9
2024-04-22 15:21:39.121169
Good
No
Rarely
Condo
446
10,010
29
Male
10,962
Married
null
Bachelor's
Employed
28.302787
Suburban
Basic
0
6
596
4
2021-12-03 15:21:39.166062
Average
No
Rarely
Condo
351
10,011
60
Female
8,791
Married
3
Bachelor's
Self-Employed
11.959295
Urban
Comprehensive
2
19
null
4
2022-04-24 15:21:39.177724
Average
No
Monthly
House
27
10,012
39
Male
5,169
Single
3
High School
null
29.397874
Rural
Comprehensive
null
7
497
5
2020-08-08 15:21:39.169102
Poor
Yes
Daily
Condo
264
10,013
31
Female
1,686
Single
null
Bachelor's
null
36.337646
Urban
Basic
4
2
395
7
2021-04-13 15:21:39.245086
Good
No
Weekly
House
3,269
10,014
27
Male
29,708
Married
4
Master's
Employed
34.019949
Suburban
Comprehensive
null
11
558
6
2021-09-12 15:21:39.092127
Average
Yes
Rarely
Condo
1,263
10,015
30
Male
16,962
Single
0
PhD
Self-Employed
8.596426
Rural
Basic
0
15
576
5
2020-11-28 15:21:39.134960
Good
No
Monthly
Condo
1,269
10,016
49
Female
6,979
Single
null
High School
null
41.811402
Urban
Comprehensive
1
7
561
8
2022-07-23 15:21:39.116179
Average
Yes
Monthly
House
726
10,017
33
Female
2,723
Single
0
Bachelor's
Unemployed
30.464858
Urban
Premium
0
13
462
6
2022-11-24 15:21:39.201446
Good
Yes
Weekly
Condo
446
10,018
27
Female
134,098
Single
null
Bachelor's
null
4.49445
Rural
Basic
1
6
431
9
2021-05-14 15:21:39.087123
Good
No
Monthly
Apartment
39
10,019
57
Female
56,787
Married
2
Master's
Self-Employed
null
Suburban
Premium
0
9
543
1
2022-06-10 15:21:39.155231
Good
Yes
Rarely
Condo
3,378
10,020
37
Male
39,554
Divorced
3
Bachelor's
Self-Employed
41.914349
Urban
Premium
null
16
479
4
2023-02-07 15:21:39.222387
Good
No
Daily
Apartment
513
10,021
58
Female
13,894
Single
0
High School
Self-Employed
25.534998
Urban
Premium
1
6
805
3
2022-06-21 15:21:39.185215
Good
No
Monthly
Condo
776
10,022
19
Female
15,983
Divorced
3
PhD
Employed
18.908293
Urban
Basic
null
8
null
4
2023-07-28 15:21:39.098696
Average
No
Monthly
Apartment
442
10,023
61
Female
116,017
Single
1
Bachelor's
Self-Employed
18.172221
Rural
Basic
1
3
405
3
2020-06-08 15:21:39.188220
Poor
Yes
Monthly
Condo
262
10,024
50
Male
12,963
Divorced
4
Master's
null
null
Urban
Premium
null
8
638
2
2021-10-22 15:21:39.263607
Poor
No
Monthly
Condo
1,646
10,025
64
Female
39,803
Single
4
Master's
null
11.844155
Urban
Premium
null
1
758
9
2022-07-14 15:21:39.187211
Average
No
Weekly
House
757
10,026
22
Male
40,512
Married
4
High School
Self-Employed
27.36643
Suburban
Comprehensive
null
13
null
5
2023-04-21 15:21:39.171102
Poor
Yes
Daily
Apartment
740
10,027
25
Female
60,543
Single
1
Master's
Self-Employed
null
Suburban
Premium
1
0
545
4
2021-12-28 15:21:39.188220
Average
No
Rarely
House
110
10,028
34
Male
10,444
Divorced
4
Master's
Unemployed
31.390174
Urban
Basic
0
10
659
8
2023-06-30 15:21:39.165120
Good
Yes
Rarely
Apartment
385
10,029
36
Male
16,262
Married
3
Master's
Self-Employed
11.095412
Urban
Comprehensive
null
2
449
9
2019-09-04 15:21:39.248098
Average
No
Weekly
House
926
10,030
54
Male
928
Married
1
High School
null
18.991368
Urban
Premium
null
2
500
1
2022-11-24 15:21:39.249100
Poor
No
Rarely
Apartment
799
10,031
35
Female
24,997
Married
2
High School
Self-Employed
17.86935
Rural
Premium
1
10
791
6
2023-05-17 15:21:39.083497
Poor
Yes
Daily
House
662
10,032
55
Male
17,107
Single
2
Master's
Unemployed
9.249471
Rural
Comprehensive
null
5
568
2
2022-10-01 15:21:39.223390
Average
No
Weekly
House
3,432
10,033
54
Female
7,098
Divorced
4
High School
null
25.811179
Urban
Premium
1
1
439
2
2024-01-25 15:21:39.249100
Average
No
Weekly
House
1,204
10,034
35
Male
20,963
Single
1
High School
Employed
18.917608
Urban
Comprehensive
0
2
632
2
2022-02-28 15:21:39.253660
Average
Yes
Daily
House
543
10,035
56
Female
13,301
Divorced
1
Master's
Employed
23.746649
Rural
Premium
0
7
763
8
2023-07-25 15:21:39.132191
Poor
No
Weekly
Apartment
1,374
10,036
63
Male
25,502
Married
1
Master's
Self-Employed
43.936796
Suburban
Basic
1
4
758
9
2021-12-26 15:21:39.134960
Poor
No
Rarely
House
1,029
10,037
63
Female
1,496
Divorced
2
PhD
Self-Employed
29.533842
Urban
Premium
2
16
582
7
2020-01-16 15:21:39.134960
null
Yes
Weekly
Condo
1,014
10,038
41
Male
86,628
Single
3
Bachelor's
Self-Employed
16.929139
Rural
Basic
2
13
727
6
2021-05-09 15:21:39.155231
Average
Yes
Daily
Condo
115
10,039
49
Male
5,992
Single
1
Bachelor's
Unemployed
20.098554
Rural
Basic
null
19
493
9
2020-04-26 15:21:39.096739
Good
No
Rarely
House
699
10,040
18
Male
38,184
Single
1
High School
Unemployed
18.073013
Urban
Premium
3
17
334
8
2023-01-10 15:21:39.125660
Poor
Yes
Monthly
Condo
719
10,041
33
Female
61,385
Married
1
Bachelor's
null
49.878156
Suburban
Comprehensive
0
2
null
5
2021-01-07 15:21:39.145732
Good
No
Rarely
Condo
34
10,042
53
Female
15,556
Married
4
Bachelor's
Employed
38.898988
Suburban
Premium
0
18
837
6
2021-01-05 15:21:39.194829
Average
Yes
Weekly
House
821
10,043
29
Male
null
Divorced
1
Bachelor's
null
19.813864
Rural
Basic
null
15
671
9
2022-07-29 15:21:39.283783
Good
Yes
Weekly
Condo
304
10,044
31
Female
7,894
Single
1
PhD
Unemployed
24.454788
Rural
Premium
0
15
604
9
2021-03-21 15:21:39.237118
Average
No
Rarely
Condo
1,250
10,045
37
Female
27,458
Single
1
Master's
Employed
36.331768
Suburban
Basic
null
0
799
9
2019-08-29 15:21:39.092127
Poor
Yes
Monthly
Condo
111
10,046
34
Male
92,514
Single
1
Master's
Employed
42.776059
Rural
Basic
0
16
379
2
2022-03-09 15:21:39.182597
Good
No
Weekly
Condo
4,909
10,047
21
Female
7,991
Married
null
High School
null
29.938248
Urban
Premium
0
9
731
5
2021-05-03 15:21:39.134960
Average
Yes
Weekly
Apartment
710
10,048
56
Male
6,781
Divorced
1
Bachelor's
null
17.619564
Suburban
Basic
null
8
510
9
2022-05-19 15:21:39.134960
Poor
No
Rarely
House
331
10,049
24
Female
2,624
Divorced
0
Bachelor's
Unemployed
42.929228
Urban
Comprehensive
4
6
643
2
2023-02-07 15:21:39.110557
Good
No
Rarely
Apartment
409
10,050
58
Female
88,004
Married
0
PhD
Unemployed
34.164471
Urban
Comprehensive
4
8
753
3
2024-01-09 15:21:39.237118
Average
No
Weekly
House
39
10,051
57
Male
107,818
Divorced
1
PhD
null
16.569759
Suburban
Comprehensive
0
4
329
7
2022-08-06 15:21:39.155231
Average
No
Monthly
Condo
419
10,052
62
Male
null
Divorced
2
Bachelor's
Unemployed
41.674411
Rural
Basic
1
1
491
8
2021-07-18 15:21:39.134960
Good
No
Rarely
Apartment
192
10,053
59
Male
44,939
Divorced
null
PhD
null
26.93717
Rural
Comprehensive
1
5
null
5
2024-02-04 15:21:39.134960
Poor
No
Monthly
Condo
1,265
10,054
59
Female
8,548
Divorced
0
Bachelor's
Employed
7.049352
Rural
Premium
0
10
398
4
2022-06-20 15:21:39.219432
Good
No
Monthly
House
907
10,055
43
Male
44,712
Single
null
Master's
Employed
13.607517
Urban
Comprehensive
1
15
767
7
2022-05-10 15:21:39.134960
Average
Yes
Weekly
Condo
24
10,056
29
Male
10,131
Divorced
2
Bachelor's
Unemployed
17.928334
Rural
Basic
null
7
442
3
2023-05-02 15:21:39.192212
Good
Yes
Daily
Apartment
1,083
10,057
26
Female
6,912
Married
4
High School
null
39.351075
Suburban
Premium
1
5
309
2
2021-11-17 15:21:39.258696
Average
No
Monthly
House
3,112
10,058
24
Male
1,145
Single
2
Master's
Unemployed
38.383169
Suburban
Premium
1
18
553
5
2021-02-05 15:21:39.177724
Poor
No
Daily
Condo
215
10,059
36
Female
61,227
Divorced
null
Master's
Employed
21.974172
Rural
Premium
0
13
null
4
2020-01-12 15:21:39.221386
null
Yes
Daily
Condo
33
10,060
64
Male
44,219
Married
2
Bachelor's
Unemployed
null
Rural
Comprehensive
1
11
null
4
2020-11-18 15:21:39.248098
Average
No
Daily
House
856
10,061
18
Male
20,597
Divorced
2
Bachelor's
Self-Employed
39.089051
Urban
Basic
null
17
716
1
2022-12-17 15:21:39.288099
Average
No
Monthly
Apartment
2,094
10,062
24
Female
108,948
Married
2
Bachelor's
null
22.288748
Urban
Basic
1
8
437
8
2020-11-29 15:21:39.176717
Average
No
Weekly
House
2,621
10,063
58
Female
2,398
Divorced
1
High School
Self-Employed
16.121288
Urban
Comprehensive
1
6
719
2
2023-06-19 15:21:39.085129
Good
Yes
Monthly
Condo
297
10,064
46
Female
2,522
Single
4
High School
Employed
27.938352
Suburban
Basic
4
14
305
8
2022-06-29 15:21:39.080371
Average
Yes
Weekly
Apartment
846
10,065
54
Male
9,061
Single
0
High School
Unemployed
27.581256
Rural
Basic
0
11
713
7
2020-03-27 15:21:39.151732
Good
Yes
Daily
Apartment
1,253
10,066
43
Female
19,783
Married
3
PhD
null
6.289879
Urban
Basic
null
12
697
2
2023-02-26 15:21:39.215386
Good
Yes
Monthly
Condo
38
10,067
33
Male
8,857
Single
4
Bachelor's
Self-Employed
47.320215
Urban
Basic
1
15
725
1
2020-07-14 15:21:39.126661
Good
Yes
Monthly
House
1,069
10,068
64
Female
8,329
Married
4
Master's
Unemployed
40.857357
Suburban
Premium
0
3
326
2
2024-04-16 15:21:39.197445
Good
No
Daily
Condo
820
10,069
61
Female
39,556
Single
2
Master's
null
18.482539
Urban
Comprehensive
1
10
844
8
2024-04-26 15:21:39.134960
Good
No
Weekly
House
645
10,070
32
Male
43,642
Single
null
Bachelor's
Self-Employed
22.827552
Suburban
Basic
null
15
646
2
2024-02-04 15:21:39.252145
Average
Yes
Weekly
Condo
216
10,071
59
Female
12,260
Married
2
PhD
Unemployed
6.27887
Suburban
Basic
null
2
622
7
2020-09-25 15:21:39.134960
Poor
No
Daily
House
1,258
10,072
62
Female
11,051
Divorced
1
Master's
Self-Employed
43.822303
Urban
Comprehensive
0
6
null
1
2020-11-03 15:21:39.222387
Average
Yes
Weekly
House
1,180
10,073
35
Male
107,766
Single
3
PhD
null
24.848188
Rural
Premium
1
10
432
4
2021-08-05 15:21:39.236064
Good
Yes
Rarely
House
2,485
10,074
null
Female
15,981
Married
4
Bachelor's
null
null
Urban
Premium
null
4
695
6
2023-08-29 15:21:39.176717
Average
Yes
Weekly
Condo
592
10,075
57
Female
null
Divorced
0
High School
Unemployed
29.957375
Rural
Basic
1
13
363
2
2021-06-17 15:21:39.082499
Poor
Yes
Rarely
House
1,978
10,076
34
Female
14,071
Divorced
4
Master's
null
15.979853
Urban
Premium
1
2
845
5
2023-04-15 15:21:39.152732
Good
Yes
Monthly
House
1,746
10,077
27
Male
6,913
Single
0
Bachelor's
Employed
null
Suburban
Basic
1
3
815
8
2023-03-05 15:21:39.122134
Average
No
Weekly
Condo
1,077
10,078
56
Female
2,524
Married
2
PhD
null
null
Suburban
Basic
0
16
825
7
2021-12-14 15:21:39.155231
Average
Yes
Daily
House
4,535
10,079
33
Female
6,841
Single
1
Master's
Self-Employed
null
Suburban
Premium
0
3
521
4
2022-08-08 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,074
10,080
47
Female
38,216
Divorced
2
Master's
Employed
35.011734
Urban
Basic
2
15
648
7
2023-06-19 15:21:39.131192
Good
No
Rarely
House
931
10,081
52
Male
48,817
Divorced
3
Bachelor's
Self-Employed
16.93775
Suburban
Premium
0
9
690
9
2024-01-31 15:21:39.134960
Poor
No
Daily
Apartment
255
10,082
48
Male
26,556
Married
4
High School
Employed
15.719929
Suburban
Comprehensive
3
0
595
8
2021-05-25 15:21:39.237118
Average
Yes
Daily
Condo
595
10,083
52
Female
53,465
Divorced
0
Master's
Employed
null
Rural
Comprehensive
0
12
620
6
2019-11-03 15:21:39.134960
null
No
Daily
House
1,101
10,084
36
Female
44,735
Divorced
3
Master's
null
34.835162
Rural
Comprehensive
0
7
831
5
2020-01-08 15:21:39.155231
Good
Yes
Weekly
Apartment
1,147
10,085
56
Female
86,034
Married
4
Bachelor's
null
3.973018
Urban
Comprehensive
2
6
830
9
2019-08-23 15:21:39.097737
null
No
Daily
Condo
1,476
10,086
42
Male
2,596
Married
2
Bachelor's
Self-Employed
5.249419
Rural
Premium
null
2
null
9
2022-02-07 15:21:39.177724
Poor
Yes
Daily
Condo
381
10,087
22
Male
24,249
Single
4
Bachelor's
Employed
24.943506
Rural
Premium
null
12
584
5
2020-08-15 15:21:39.134960
Average
Yes
Daily
Apartment
731
10,088
51
Female
91,535
Divorced
null
Bachelor's
null
16.638799
Suburban
Basic
null
8
null
9
2024-07-09 15:21:39.250151
Good
Yes
Rarely
House
409
10,089
26
Female
9,097
Married
2
PhD
null
null
Rural
Comprehensive
1
0
755
2
2021-07-05 15:21:39.171102
Good
Yes
Rarely
Condo
1,459
10,090
56
Male
45,900
Single
null
PhD
null
46.84737
Rural
Basic
0
15
831
2
2022-12-25 15:21:39.216387
Average
No
Weekly
Condo
883
10,091
39
Female
48,312
Single
1
Bachelor's
null
31.584442
Rural
Basic
null
18
458
7
2024-04-08 15:21:39.206847
Average
Yes
Rarely
Apartment
88
10,092
40
Male
38,245
Married
3
Bachelor's
Self-Employed
13.034712
Urban
Basic
null
7
776
5
2022-05-29 15:21:39.186212
Average
Yes
Rarely
Condo
1,512
10,093
58
Male
102,223
Married
null
Master's
Self-Employed
41.433438
Urban
Premium
0
14
402
8
2024-05-14 15:21:39.194829
Good
No
Monthly
Condo
1,808
10,094
59
Female
14,084
Married
null
Bachelor's
null
27.129665
Urban
Basic
0
15
738
6
2024-02-13 15:21:39.237118
Average
No
Daily
Apartment
775
10,095
21
Female
20,304
Single
1
Bachelor's
Self-Employed
24.743753
Rural
Basic
0
4
null
7
2022-10-23 15:21:39.134960
Average
Yes
Rarely
Condo
1,340
10,096
36
Female
27,933
Single
null
Bachelor's
null
4.361619
Rural
Premium
1
16
839
2
2023-06-29 15:21:39.189223
Average
No
Rarely
Condo
679
10,097
44
Male
7,081
Married
1
Master's
null
21.81431
Urban
Premium
null
17
733
5
2022-06-29 15:21:39.134960
Average
No
Daily
Condo
1,341
10,098
24
Male
93,937
Divorced
3
Master's
null
22.06445
Rural
Premium
1
7
368
2
2022-12-30 15:21:39.154008
Average
Yes
Daily
House
1,487
10,099
55
Female
20,236
Single
null
PhD
Employed
18.253599
Urban
Premium
1
1
null
6
2021-06-17 15:21:39.276901
Average
Yes
Rarely
House
531