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
1,177,000
41
Female
51,913
Married
3
PhD
null
6.715016
Urban
Basic
0
19
317
8
2022-12-04 15:21:39.109552
Average
No
Daily
Apartment
2,937
1,177,001
28
Female
2,098
Divorced
2
Bachelor's
Unemployed
null
Suburban
Premium
null
1
662
4
2024-06-04 15:21:39.134960
Poor
Yes
Rarely
Apartment
614
1,177,002
51
Female
91,195
Single
3
PhD
Employed
28.052598
Suburban
Basic
null
15
685
6
2021-05-11 15:21:39.202448
Good
Yes
Rarely
House
48
1,177,003
64
Male
28,680
Divorced
1
Master's
Self-Employed
14.157616
Rural
Premium
1
1
776
5
2021-07-14 15:21:39.166062
Good
No
Daily
House
1,273
1,177,004
50
Male
15,258
Married
1
Bachelor's
Employed
32.138901
Urban
Comprehensive
2
16
528
8
2021-08-16 15:21:39.132191
Good
No
Rarely
Condo
906
1,177,005
52
Male
31,492
Married
null
Bachelor's
Unemployed
19.676601
Suburban
Premium
0
6
583
8
2023-08-28 15:21:39.224915
null
Yes
Rarely
Condo
3,240
1,177,006
43
Male
35,139
Married
3
Master's
Self-Employed
5.552904
Urban
Basic
0
19
454
3
2021-06-23 15:21:39.155231
Good
Yes
Rarely
House
639
1,177,007
53
Female
16,863
Single
3
Bachelor's
Employed
6.793114
Rural
Basic
3
18
716
9
2023-08-02 15:21:39.155231
Poor
Yes
Weekly
Condo
103
1,177,008
54
Female
59,094
Married
2
High School
null
28.734996
Urban
Premium
3
19
336
5
2021-07-20 15:21:39.166062
Average
Yes
Weekly
House
454
1,177,009
30
Male
null
Single
4
High School
Unemployed
23.643778
Rural
Comprehensive
null
17
357
3
2020-07-10 15:21:39.132191
Average
Yes
Weekly
House
712
1,177,010
43
Male
2,633
Single
2
Master's
Self-Employed
16.827042
Urban
Basic
1
4
382
2
2020-01-14 15:21:39.145732
Average
Yes
Weekly
Condo
906
1,177,011
44
Male
82,292
Single
null
PhD
Self-Employed
40.140513
Suburban
Comprehensive
null
18
657
6
2023-08-16 15:21:39.164044
null
Yes
Rarely
House
38
1,177,012
23
Male
51,431
null
2
High School
Unemployed
31.702223
Rural
Comprehensive
1
5
755
8
2019-10-29 15:21:39.175719
null
No
Daily
Apartment
1,086
1,177,013
40
Female
2,396
Married
4
High School
Self-Employed
10.735995
Suburban
Premium
null
4
537
5
2020-09-07 15:21:39.112553
null
Yes
Rarely
Apartment
556
1,177,014
41
Male
103,493
Single
null
Bachelor's
Employed
10.590717
Urban
Comprehensive
0
9
421
5
2022-02-23 15:21:39.263607
Good
Yes
Weekly
Condo
2,472
1,177,015
45
Female
92,739
Married
3
PhD
Self-Employed
26.699837
Urban
Basic
null
5
766
7
2019-12-11 15:21:39.134960
Poor
Yes
Weekly
Condo
3,073
1,177,016
30
Female
2,369
Single
3
High School
null
31.779859
Suburban
Basic
2
6
462
4
2024-06-14 15:21:39.210805
Average
No
Daily
Condo
1,015
1,177,017
60
Female
7,073
Married
4
High School
Unemployed
null
Urban
Premium
0
12
559
8
2024-06-17 15:21:39.194829
Good
No
Weekly
House
1,104
1,177,018
22
Male
30,861
Married
2
PhD
Self-Employed
49.146001
Urban
Basic
1
16
null
4
2020-08-02 15:21:39.167099
Average
Yes
Rarely
House
715
1,177,019
45
Male
5,639
Divorced
1
Master's
Unemployed
34.770024
Rural
Comprehensive
2
9
541
7
2023-12-30 15:21:39.286113
Poor
No
Daily
Condo
2,146
1,177,020
54
Male
6,537
Divorced
null
PhD
Unemployed
14.793837
Rural
Comprehensive
0
12
651
1
2021-01-04 15:21:39.134960
Poor
No
Rarely
House
550
1,177,021
21
Female
11,968
Married
1
Master's
Self-Employed
12.133003
Suburban
Basic
1
8
723
4
2021-12-09 15:21:39.078837
null
Yes
Monthly
Apartment
3,118
1,177,022
32
Male
30,962
Married
1
Master's
null
47.064959
Suburban
Premium
0
9
483
5
2022-06-29 15:21:39.081504
Average
Yes
Rarely
House
814
1,177,023
null
Male
12,098
Married
null
PhD
null
21.83927
Urban
Premium
null
11
718
6
2022-04-26 15:21:39.204790
Poor
No
Daily
Condo
1,465
1,177,024
62
Female
54,818
Single
0
High School
Employed
35.945256
Rural
Comprehensive
0
12
449
5
2022-04-25 15:21:39.207847
Good
Yes
Rarely
House
912
1,177,025
26
Female
20,255
Married
2
PhD
null
34.627417
Suburban
Basic
null
3
574
1
2020-03-15 15:21:39.229482
Good
No
Daily
Condo
756
1,177,026
39
Male
3,537
Single
3
PhD
null
10.464468
Suburban
Basic
0
18
309
3
2023-04-10 15:21:39.134960
Poor
Yes
Rarely
Apartment
602
1,177,027
63
Male
null
Single
0
High School
null
50.139615
Urban
Premium
1
5
null
3
2024-05-22 15:21:39.286113
Poor
Yes
Monthly
Apartment
35
1,177,028
52
Female
3,156
Married
2
High School
null
36.141111
Rural
Comprehensive
2
4
null
8
2023-04-26 15:21:39.237118
Poor
Yes
Rarely
Apartment
4,241
1,177,029
57
Female
34,411
Divorced
0
PhD
Unemployed
14.771237
Rural
Comprehensive
null
17
748
2
2021-05-02 15:21:39.123711
Average
Yes
Daily
Condo
1,770
1,177,030
53
Female
12,569
Married
2
PhD
Unemployed
25.182945
Suburban
Comprehensive
3
18
null
2
2022-04-24 15:21:39.092127
Average
No
Daily
House
561
1,177,031
47
Female
23,982
Single
1
High School
null
47.131404
Urban
Basic
null
5
490
9
2021-07-31 15:21:39.134960
Good
Yes
Daily
Condo
809
1,177,032
21
Female
2,890
Married
0
Master's
Self-Employed
8.534706
Rural
Premium
null
1
454
9
2021-12-03 15:21:39.155231
Average
Yes
Monthly
Condo
534
1,177,033
46
Male
14,087
Single
2
PhD
null
24.551636
Suburban
Comprehensive
null
11
661
7
2021-03-21 15:21:39.264504
Average
Yes
Daily
Apartment
1,042
1,177,034
22
Male
13,982
Single
1
Bachelor's
null
30.093838
Urban
Comprehensive
1
16
623
8
2023-08-04 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,824
1,177,035
52
Male
12,074
Married
1
PhD
Self-Employed
15.069479
Suburban
Premium
1
11
434
6
2021-09-13 15:21:39.134960
Poor
Yes
Weekly
House
1,201
1,177,036
44
Female
13,633
Married
4
Master's
Unemployed
3.082105
Suburban
Basic
null
15
846
4
2022-10-10 15:21:39.180553
Average
No
Monthly
Apartment
1,557
1,177,037
25
Female
23,648
Single
null
Master's
null
7.414844
Suburban
Premium
null
16
615
1
2020-11-10 15:21:39.194829
Good
Yes
Rarely
Condo
1,053
1,177,038
22
Female
52,432
Married
1
PhD
null
7.185749
Suburban
Comprehensive
null
10
748
6
2021-10-22 15:21:39.279729
Poor
No
Rarely
Apartment
382
1,177,039
32
Female
15,641
Single
2
Bachelor's
null
5.132946
Urban
Premium
0
7
775
3
2023-02-07 15:21:39.105504
Poor
No
Weekly
Condo
1,709
1,177,040
64
Female
6,965
Married
2
Master's
Employed
38.923803
Rural
Basic
1
17
382
7
2021-05-07 15:21:39.129190
Average
No
Monthly
Condo
1,206
1,177,041
39
Male
3,718
Single
2
Bachelor's
Unemployed
24.868288
Suburban
Basic
2
18
null
9
2020-05-14 15:21:39.244069
Good
Yes
Rarely
Condo
431
1,177,042
23
Female
6,825
Married
null
PhD
null
8.856804
Urban
Comprehensive
2
16
673
7
2020-04-27 15:21:39.155231
Poor
No
Daily
Apartment
1,160
1,177,043
51
Male
18,201
Married
0
Master's
Unemployed
11.334547
Rural
Basic
1
1
null
8
2020-06-25 15:21:39.285112
Average
Yes
Daily
Condo
132
1,177,044
19
Male
49,878
Married
1
Bachelor's
Unemployed
21.696938
Urban
Premium
0
12
473
2
2022-05-01 15:21:39.177724
Good
No
Rarely
Condo
101
1,177,045
52
Male
53,694
Divorced
4
Bachelor's
Unemployed
45.263498
Suburban
Basic
2
18
397
8
2019-09-11 15:21:39.223390
Poor
No
Weekly
Condo
2,108
1,177,046
50
Male
69,745
Single
1
Bachelor's
null
37.729317
Suburban
Comprehensive
0
6
308
6
2022-05-27 15:21:39.155231
Average
No
Rarely
House
1,233
1,177,047
36
Male
61,935
Divorced
2
Master's
Employed
36.844632
Rural
Basic
null
9
433
5
2023-08-24 15:21:39.237118
Good
Yes
Rarely
Apartment
514
1,177,048
33
Male
567
Single
0
PhD
null
19.835182
Rural
Comprehensive
0
4
829
3
2019-09-12 15:21:39.151732
Poor
Yes
Rarely
Apartment
2,538
1,177,049
61
Male
9,087
Single
2
Master's
null
33.89534
Suburban
Comprehensive
0
4
519
7
2020-08-13 15:21:39.134960
Good
Yes
Rarely
House
756
1,177,050
27
Male
3,045
Single
0
High School
Unemployed
4.487988
Rural
Premium
3
8
617
5
2020-07-27 15:21:39.150730
Poor
No
Daily
House
1,572
1,177,051
47
Female
3,623
Divorced
0
High School
Employed
20.879579
Urban
Basic
null
10
393
9
2021-07-26 15:21:39.237118
Good
Yes
Rarely
House
1,111
1,177,052
53
Female
124,271
Married
2
Master's
null
9.158098
Urban
Basic
null
6
454
9
2020-12-18 15:21:39.237118
Average
No
Weekly
Apartment
2,379
1,177,053
35
Female
17,891
Divorced
4
PhD
Self-Employed
32.049282
Rural
Basic
1
15
null
7
2023-11-08 15:21:39.106582
Good
No
Rarely
House
25
1,177,054
58
Male
1,885
Divorced
2
High School
null
null
Suburban
Basic
null
2
785
1
2022-10-12 15:21:39.279729
Poor
Yes
Weekly
House
488
1,177,055
37
Male
18,431
Single
null
High School
null
11.715339
Rural
Comprehensive
null
1
516
2
2022-08-13 15:21:39.288099
Good
Yes
Monthly
Apartment
2,260
1,177,056
40
Male
55,480
Divorced
3
PhD
Unemployed
25.138219
Rural
Premium
1
2
848
7
2023-12-13 15:21:39.134960
Good
Yes
Weekly
Condo
386
1,177,057
44
Male
44,212
Married
4
Bachelor's
null
32.957354
Rural
Basic
null
17
611
6
2023-11-19 15:21:39.151732
Average
No
Daily
Condo
24
1,177,058
38
Male
23,984
Married
3
PhD
null
12.907815
Rural
Basic
null
11
616
6
2022-11-06 15:21:39.208842
Average
Yes
Monthly
House
514
1,177,059
38
Female
2,396
Married
3
High School
null
25.39772
Rural
Premium
0
12
564
3
2020-04-20 15:21:39.237118
Average
No
Rarely
Apartment
2,148
1,177,060
53
Female
46,810
Married
3
High School
Self-Employed
23.734892
Suburban
Comprehensive
null
2
582
7
2020-12-02 15:21:39.179186
Poor
Yes
Rarely
Condo
48
1,177,061
18
Female
9,912
Married
1
Bachelor's
Self-Employed
16.834692
Rural
Comprehensive
1
16
597
2
2024-01-05 15:21:39.124659
Good
Yes
Weekly
House
292
1,177,062
38
Female
64,343
Married
null
Master's
null
14.847265
Rural
Premium
1
7
313
8
2021-04-06 15:21:39.170099
Poor
No
Monthly
Apartment
513
1,177,063
20
Female
12,098
Divorced
3
Master's
null
24.539658
Rural
Basic
1
9
462
3
2023-01-10 15:21:39.254678
Poor
No
Daily
Apartment
646
1,177,064
49
Male
6,939
Married
2
Master's
null
24.86956
Rural
Premium
0
0
446
5
2022-01-09 15:21:39.094752
Poor
Yes
Rarely
Condo
719
1,177,065
31
Male
null
Married
1
Bachelor's
Employed
6.947298
Urban
Basic
null
2
328
9
2020-10-01 15:21:39.134960
Poor
No
Weekly
House
870
1,177,066
48
Female
63,552
Married
3
High School
Unemployed
29.907963
Suburban
Basic
2
16
null
8
2023-03-23 15:21:39.177724
Good
No
Daily
Condo
2,931
1,177,067
50
Male
10,881
Divorced
4
Master's
null
14.085414
Rural
Premium
null
18
547
9
2022-04-05 15:21:39.274993
Good
No
Rarely
House
561
1,177,068
40
Male
535
Married
2
Bachelor's
Unemployed
14.391478
Rural
Basic
1
14
468
7
2021-01-02 15:21:39.167099
Poor
No
Daily
Apartment
651
1,177,069
63
Female
53,463
Divorced
3
Bachelor's
null
29.690873
Rural
Basic
null
17
646
4
2020-06-16 15:21:39.237118
null
No
Daily
House
3,274
1,177,070
54
Male
32,024
Married
4
Bachelor's
Employed
26.582014
Suburban
Premium
1
14
583
3
2022-01-12 15:21:39.114118
Poor
Yes
Rarely
Apartment
583
1,177,071
21
Male
5,566
Divorced
0
Bachelor's
null
11.273838
Rural
Basic
1
19
690
3
2021-09-15 15:21:39.131192
Good
No
Monthly
Apartment
2,161
1,177,072
37
Female
15,983
Divorced
1
Master's
Unemployed
17.0773
Rural
Premium
0
17
578
4
2023-04-10 15:21:39.082499
Good
Yes
Daily
Condo
1,216
1,177,073
63
Male
19,802
Married
2
Bachelor's
Unemployed
24.586468
Rural
Basic
2
4
465
7
2020-06-14 15:21:39.134960
Good
Yes
Rarely
Condo
283
1,177,074
50
Female
16,459
Married
2
High School
Unemployed
19.507714
Urban
Basic
0
9
null
7
2020-12-14 15:21:39.126661
Average
Yes
Daily
Apartment
831
1,177,075
59
Male
25,571
Divorced
3
Master's
Self-Employed
6.685231
Urban
Comprehensive
3
5
746
5
2020-09-14 15:21:39.088124
Average
No
Weekly
Apartment
1,442
1,177,076
61
Female
36,628
Single
3
Master's
Unemployed
12.133367
Rural
Comprehensive
0
10
696
5
2020-11-09 15:21:39.253660
Poor
Yes
Rarely
Apartment
1,056
1,177,077
57
Male
20,563
Married
4
Master's
null
29.846333
Suburban
Basic
2
10
844
1
2023-06-27 15:21:39.100695
Good
No
Weekly
Condo
706
1,177,078
58
Female
25,498
Single
0
Bachelor's
null
26.121607
Rural
Basic
0
13
null
5
2019-11-13 15:21:39.247098
Average
Yes
Weekly
Condo
801
1,177,079
53
Male
23,470
Divorced
2
PhD
Unemployed
31.068492
Urban
Comprehensive
1
5
731
7
2020-03-19 15:21:39.134960
Good
No
Monthly
Condo
3,167
1,177,080
23
Male
26,770
Divorced
2
Bachelor's
null
14.236493
Rural
Comprehensive
null
4
663
1
2020-07-06 15:21:39.192212
Good
No
Rarely
Condo
1,085
1,177,081
41
Male
3,342
Single
4
Master's
Self-Employed
21.572029
Suburban
Comprehensive
null
0
638
6
2023-05-07 15:21:39.198406
null
Yes
Monthly
House
2,197
1,177,082
23
Male
35,200
Married
4
PhD
null
42.143716
Urban
Basic
2
5
718
6
2021-10-07 15:21:39.282785
Poor
No
Monthly
House
1,619
1,177,083
30
Female
12,857
Divorced
2
Master's
Unemployed
36.879862
Suburban
Basic
1
9
303
4
2024-01-12 15:21:39.229482
Average
No
Rarely
House
1,140
1,177,084
31
Male
2,770
Single
0
High School
Employed
24.672358
Suburban
Premium
1
5
638
8
2021-11-05 15:21:39.278402
null
No
Rarely
Condo
903
1,177,085
62
Male
16,962
Divorced
2
High School
Employed
51.642152
Urban
Comprehensive
null
3
null
9
2021-02-07 15:21:39.126661
Average
No
Daily
House
3,111
1,177,086
51
Female
3,068
Divorced
2
Bachelor's
Unemployed
26.672037
Rural
Basic
1
6
583
1
2023-07-10 15:21:39.202448
Good
No
Monthly
Condo
20
1,177,087
48
Male
52,007
Married
3
High School
Self-Employed
17.98833
Suburban
Premium
null
13
358
9
2021-11-23 15:21:39.221386
Average
No
Weekly
House
1,078
1,177,088
22
Male
126,691
Divorced
0
PhD
Unemployed
36.966282
Urban
Basic
1
11
495
7
2023-08-17 15:21:39.261856
Average
No
Rarely
Condo
369
1,177,089
62
Female
63,563
Divorced
3
Bachelor's
Self-Employed
46.369898
Rural
Comprehensive
0
8
332
6
2024-08-15 15:21:39.281787
Poor
No
Rarely
Apartment
1,205
1,177,090
62
Male
20,378
Married
3
Bachelor's
Unemployed
19.58
Rural
Premium
2
6
null
5
2024-06-30 15:21:39.236064
Poor
No
Daily
Apartment
882
1,177,091
61
Female
null
Married
4
Bachelor's
Unemployed
32.019301
Rural
Premium
2
2
541
1
2024-04-07 15:21:39.249100
Good
No
Rarely
Condo
2,671
1,177,092
31
Male
1,610
Single
4
Bachelor's
Employed
38.829501
Suburban
Premium
0
15
482
1
2021-05-16 15:21:39.155231
Good
Yes
Daily
Condo
2,152
1,177,093
52
Male
8,946
Single
1
Bachelor's
null
46.722609
Rural
Premium
0
10
637
5
2021-07-14 15:21:39.256696
Poor
Yes
Rarely
Apartment
415
1,177,094
51
Male
38,133
Divorced
2
Bachelor's
Employed
11.772694
Rural
Premium
null
11
576
8
2020-03-26 15:21:39.279729
Good
Yes
Monthly
House
1,290
1,177,095
null
Male
526
Married
3
PhD
Self-Employed
4.816749
Suburban
Comprehensive
1
10
439
1
2022-04-27 15:21:39.134960
Average
No
Monthly
Apartment
651
1,177,096
44
Female
18,077
Divorced
0
Master's
Self-Employed
20.484057
Rural
Basic
1
14
549
5
2023-11-08 15:21:39.134960
Poor
Yes
Weekly
Condo
1,238
1,177,097
35
Male
54,786
Single
0
Master's
Self-Employed
12.99655
Suburban
Comprehensive
null
9
579
4
2024-05-28 15:21:39.175719
Poor
No
Daily
Condo
176
1,177,098
18
Male
16,123
Divorced
3
Bachelor's
Unemployed
34.290726
Rural
Basic
0
8
699
5
2019-12-28 15:21:39.134960
Poor
No
Monthly
Condo
1,225
1,177,099
46
Male
11,943
Divorced
3
Bachelor's
Employed
16.353777
Urban
Basic
null
15
null
9
2022-06-01 15:21:39.173834
Poor
No
Rarely
Apartment
3,546