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
1,158,400
26
Female
29,453
Single
2
Master's
Self-Employed
29.089893
Suburban
Premium
null
0
769
1
2021-09-28 15:21:39.134960
Good
No
Daily
House
805
1,158,401
38
Male
1,724
Divorced
3
High School
null
31.598816
Suburban
Comprehensive
null
17
809
8
2020-04-26 15:21:39.132191
Good
Yes
Monthly
Apartment
35
1,158,402
48
Male
97,914
Divorced
null
Bachelor's
Self-Employed
37.797543
Rural
Comprehensive
0
3
832
9
2021-06-25 15:21:39.119168
Average
Yes
Monthly
House
49
1,158,403
19
Male
3,067
Single
2
High School
Employed
34.76915
Rural
Premium
1
5
675
3
2023-05-19 15:21:39.093681
Poor
Yes
Monthly
House
49
1,158,404
29
Male
7,053
Single
2
High School
null
12.63339
Urban
Basic
0
14
695
7
2021-01-13 15:21:39.092127
Poor
No
Weekly
Apartment
1,326
1,158,405
24
Male
39,042
Married
4
High School
Employed
16.53967
Urban
Basic
0
6
556
7
2022-12-14 15:21:39.155231
Average
No
Weekly
Condo
659
1,158,406
null
Female
37,089
Single
1
High School
Self-Employed
39.777559
Urban
Basic
1
14
null
5
2022-04-17 15:21:39.122134
Average
Yes
Weekly
House
890
1,158,407
25
Female
1,130
Divorced
4
PhD
Unemployed
32.774558
Urban
Comprehensive
0
5
533
1
2020-08-23 15:21:39.290098
Good
Yes
Monthly
Condo
2,124
1,158,408
22
Male
71,097
Divorced
3
Master's
null
23.677536
Suburban
Basic
2
1
437
9
2022-12-11 15:21:39.111551
Poor
Yes
Weekly
Condo
1,405
1,158,409
18
Female
38,782
Divorced
2
High School
null
23.17493
Rural
Premium
0
8
null
3
2024-05-22 15:21:39.155231
Poor
Yes
Daily
House
1,094
1,158,410
43
Female
24,881
Married
4
High School
Self-Employed
11.683115
Rural
Premium
null
2
null
4
2024-04-30 15:21:39.090124
Good
No
Rarely
House
1,436
1,158,411
38
Male
25,236
Married
2
Bachelor's
Unemployed
16.069315
Rural
Basic
0
7
730
6
2020-12-06 15:21:39.134960
Good
Yes
Weekly
Apartment
565
1,158,412
51
Female
3,915
Single
4
High School
null
13.289989
Urban
Comprehensive
null
10
468
4
2021-04-28 15:21:39.237118
null
No
Daily
Apartment
393
1,158,413
62
Female
25,170
Divorced
4
Bachelor's
Self-Employed
24.624997
Urban
Basic
0
17
699
2
2022-03-27 15:21:39.092127
Good
No
Daily
Condo
1,497
1,158,414
38
Female
14,997
Single
2
PhD
null
26.331895
Rural
Premium
null
17
537
2
2024-04-15 15:21:39.134960
Average
Yes
Weekly
Apartment
2,163
1,158,415
35
Male
28,345
Single
1
Bachelor's
null
21.353092
Suburban
Basic
null
3
684
5
2019-10-16 15:21:39.226954
Poor
Yes
Weekly
House
964
1,158,416
59
Female
1,496
Single
4
Bachelor's
null
12.355426
Rural
Comprehensive
1
6
408
2
2022-10-13 15:21:39.145732
Average
Yes
Weekly
Apartment
2,898
1,158,417
20
Female
12,892
Single
0
PhD
null
25.45649
Suburban
Comprehensive
1
6
519
7
2021-06-30 15:21:39.155231
Poor
No
Monthly
House
1,887
1,158,418
35
Female
44,782
Married
2
PhD
Employed
null
Suburban
Comprehensive
1
3
null
5
2022-06-19 15:21:39.237118
Average
No
Monthly
Apartment
984
1,158,419
38
Male
6,927
Married
4
Bachelor's
Employed
16.797059
Urban
Premium
1
0
751
4
2021-03-03 15:21:39.237118
Poor
Yes
Rarely
House
1,999
1,158,420
22
Male
88,739
Divorced
null
PhD
Unemployed
7.357963
Rural
Comprehensive
1
8
479
8
2024-04-12 15:21:39.125660
Average
No
Rarely
Condo
2,765
1,158,421
60
Male
15,520
Divorced
0
Bachelor's
Self-Employed
29.827308
Rural
Comprehensive
2
4
627
5
2023-10-16 15:21:39.112553
Average
No
Daily
House
406
1,158,422
29
Male
7,093
Divorced
3
Bachelor's
Self-Employed
8.564637
Rural
Basic
0
12
684
1
2022-12-19 15:21:39.155231
Average
Yes
Daily
Apartment
479
1,158,423
30
Male
9,814
Divorced
4
Master's
Employed
23.163803
Rural
Premium
null
2
651
2
2019-08-25 15:21:39.205850
Poor
Yes
Rarely
Apartment
2,157
1,158,424
53
Female
3,240
Single
3
PhD
Self-Employed
18.365513
Suburban
Basic
2
9
744
8
2022-10-29 15:21:39.246098
Poor
No
Daily
Condo
523
1,158,425
24
Female
16,886
Single
0
High School
null
29.057729
Urban
Basic
1
12
762
9
2021-03-31 15:21:39.167099
Average
Yes
Daily
Condo
688
1,158,426
47
Male
88,853
Married
4
Bachelor's
Employed
21.812066
Suburban
Basic
2
19
453
2
2019-12-05 15:21:39.102694
Poor
No
Rarely
Apartment
827
1,158,427
43
Female
null
Divorced
4
Master's
null
16.049489
Suburban
Premium
null
16
766
6
2021-04-14 15:21:39.180553
Poor
No
Weekly
House
92
1,158,428
53
Female
127,925
Divorced
2
PhD
Self-Employed
26.716235
Suburban
Comprehensive
0
4
523
1
2019-12-03 15:21:39.237118
Good
No
Daily
House
2,798
1,158,429
44
Female
20,360
Single
2
PhD
null
26.253626
Rural
Comprehensive
1
16
523
8
2021-09-15 15:21:39.143708
Poor
Yes
Monthly
House
1,705
1,158,430
54
Male
15,891
Married
2
High School
Unemployed
19.746171
Suburban
Premium
0
2
682
8
2023-02-05 15:21:39.155231
Average
Yes
Monthly
Apartment
2,023
1,158,431
64
Male
14,049
Single
2
Bachelor's
Self-Employed
18.551157
Urban
Basic
1
16
488
1
2021-06-06 15:21:39.155231
Good
Yes
Rarely
House
2,481
1,158,432
19
Female
16,126
Single
2
Master's
Employed
17.170051
Suburban
Comprehensive
null
2
462
3
2021-12-23 15:21:39.223901
Good
Yes
Weekly
House
30
1,158,433
56
Male
2,496
Single
4
Master's
Unemployed
41.85871
Suburban
Comprehensive
0
0
628
5
2020-05-22 15:21:39.092127
Poor
Yes
Monthly
Condo
397
1,158,434
19
Male
18,288
Divorced
4
High School
Unemployed
7.539766
Rural
Comprehensive
1
6
422
1
2022-05-07 15:21:39.155231
Good
No
Daily
Apartment
1,479
1,158,435
57
Female
27,782
null
0
High School
Self-Employed
17.983239
Suburban
Comprehensive
null
8
628
8
2023-04-21 15:21:39.084065
null
No
Daily
Apartment
4,919
1,158,436
51
Male
1,558
Divorced
4
High School
Unemployed
11.814901
Urban
Premium
2
3
null
8
2023-07-05 15:21:39.089116
Good
No
Rarely
Apartment
427
1,158,437
41
Male
23,892
Married
0
Master's
Self-Employed
39.122593
Urban
Basic
1
3
589
8
2021-06-27 15:21:39.224915
Average
No
Daily
Condo
657
1,158,438
20
Male
19,707
Single
null
Master's
Self-Employed
22.23185
Urban
Premium
null
11
788
9
2022-02-01 15:21:39.204201
Average
Yes
Rarely
Apartment
2,149
1,158,439
58
Female
30,678
Single
3
High School
Employed
27.240976
Rural
Basic
1
8
437
6
2021-02-02 15:21:39.115178
Good
Yes
Daily
Condo
1,736
1,158,440
39
Female
33,247
Single
null
Master's
null
27.575046
Rural
Comprehensive
null
12
802
5
2024-05-22 15:21:39.261856
Poor
Yes
Weekly
Apartment
543
1,158,441
61
Female
4,957
Single
2
Master's
Employed
40.043819
Urban
Comprehensive
1
14
null
8
2021-12-06 15:21:39.218388
Average
Yes
Weekly
Condo
3,937
1,158,442
62
Male
25,863
Single
1
High School
Unemployed
16.818897
Urban
Basic
0
9
681
3
2021-05-01 15:21:39.181605
Poor
Yes
Monthly
Condo
651
1,158,443
19
Male
null
Single
1
PhD
Unemployed
21.966101
Urban
Basic
1
0
null
6
2022-07-26 15:21:39.190215
null
Yes
Monthly
Apartment
2,155
1,158,444
56
Male
37,156
Married
4
PhD
Employed
30.055924
Suburban
Basic
null
18
745
7
2020-03-05 15:21:39.187211
Average
Yes
Rarely
House
912
1,158,445
32
Female
18,123
Divorced
1
Master's
null
14.965325
Rural
Comprehensive
0
5
829
2
2020-03-19 15:21:39.188220
Average
Yes
Monthly
Apartment
1,096
1,158,446
52
Male
10,294
Married
3
Master's
null
47.234361
Rural
Premium
2
5
536
5
2020-04-23 15:21:39.155231
Poor
No
Weekly
Condo
882
1,158,447
42
Female
20,983
Single
0
Master's
Employed
14.394102
Urban
Basic
0
2
483
2
2022-01-10 15:21:39.237118
Average
No
Daily
Apartment
459
1,158,448
36
Male
3,537
Married
null
Bachelor's
Self-Employed
15.381621
Rural
Premium
1
1
326
9
2024-03-14 15:21:39.267454
Good
No
Daily
House
1,011
1,158,449
37
Male
null
Married
3
High School
Employed
30.994296
Suburban
Premium
0
7
317
3
2023-09-24 15:21:39.134960
Average
Yes
Daily
House
1,219
1,158,450
60
Female
103,749
Single
3
Bachelor's
Employed
51.922605
Urban
Comprehensive
0
1
null
2
2022-10-26 15:21:39.134960
Average
Yes
Monthly
House
1,313
1,158,451
27
Male
6,960
Single
1
Bachelor's
Employed
18.386476
Urban
Comprehensive
1
2
622
6
2021-06-01 15:21:39.204790
Poor
No
Monthly
House
829
1,158,452
43
Male
23,708
Single
1
Master's
null
48.624997
Urban
Comprehensive
1
13
711
5
2022-05-17 15:21:39.223901
Average
No
Rarely
Condo
1,035
1,158,453
62
Male
2,986
Single
2
Bachelor's
Unemployed
7.564252
Urban
Premium
null
14
null
8
2022-10-15 15:21:39.224915
Good
Yes
Daily
Apartment
2,089
1,158,454
64
Male
35,139
Divorced
0
PhD
null
10.774611
Urban
Premium
1
17
633
1
2020-07-19 15:21:39.134960
Poor
Yes
Weekly
Condo
998
1,158,455
58
Male
17,078
Married
0
PhD
Employed
31.371636
Suburban
Premium
2
15
693
2
2023-04-26 15:21:39.249100
Average
No
Monthly
Condo
645
1,158,456
26
Male
59,084
Married
0
Master's
null
28.15251
Rural
Basic
0
12
463
8
2022-12-08 15:21:39.134960
null
No
Rarely
Apartment
1,153
1,158,457
31
Male
25,996
Single
4
Master's
null
25.27044
Rural
Premium
null
7
null
7
2024-04-14 15:21:39.155231
Average
Yes
Weekly
Condo
1,094
1,158,458
21
Female
35,651
Divorced
2
PhD
Self-Employed
43.910058
Rural
Basic
0
5
325
7
2022-12-06 15:21:39.248098
Average
No
Monthly
House
1,116
1,158,459
54
Male
10,289
null
4
Master's
Employed
45.646814
Rural
Comprehensive
0
17
807
5
2024-01-10 15:21:39.155231
Average
Yes
Monthly
House
1,373
1,158,460
56
Male
137,782
Divorced
0
PhD
Employed
41.848265
Urban
Comprehensive
0
12
768
4
2023-01-04 15:21:39.256696
Poor
Yes
Monthly
Apartment
330
1,158,461
64
Male
77,937
Single
3
PhD
Unemployed
21.936873
Urban
Basic
1
17
569
2
2021-09-06 15:21:39.155231
Average
Yes
Daily
House
176
1,158,462
37
Male
29,502
Divorced
3
High School
null
10.643909
Rural
Basic
0
14
815
1
2020-08-22 15:21:39.176717
Good
Yes
Weekly
Condo
1,559
1,158,463
35
Male
15,481
Married
0
High School
Self-Employed
32.567394
Suburban
Comprehensive
0
18
765
7
2023-08-04 15:21:39.155231
Poor
Yes
Monthly
Apartment
903
1,158,464
54
Female
112,938
Divorced
2
Bachelor's
Unemployed
47.947292
Suburban
Comprehensive
0
4
399
5
2021-03-27 15:21:39.198406
Good
No
Monthly
House
1,170
1,158,465
62
Female
28,985
Married
2
Bachelor's
Unemployed
18.991406
Urban
Premium
1
0
471
5
2021-08-14 15:21:39.237118
Poor
No
Daily
Condo
1,290
1,158,466
54
Female
43,463
Single
3
Bachelor's
Self-Employed
39.8162
Urban
Premium
0
19
629
3
2021-04-11 15:21:39.276901
Good
Yes
Weekly
Condo
1,465
1,158,467
29
Female
19,098
Married
3
Bachelor's
Employed
16.416917
Urban
Basic
1
6
641
3
2022-06-23 15:21:39.134960
null
No
Daily
Condo
882
1,158,468
33
Female
407
Married
2
PhD
Self-Employed
10.547759
Rural
Comprehensive
0
10
666
8
2023-11-12 15:21:39.112553
Good
No
Daily
House
294
1,158,469
37
Male
30,678
Divorced
2
High School
null
10.341387
Suburban
Comprehensive
1
2
796
2
2020-01-21 15:21:39.166062
Good
No
Weekly
House
494
1,158,470
31
Male
20,566
Divorced
4
PhD
Employed
12.422927
Suburban
Premium
null
10
696
9
2023-01-29 15:21:39.092127
Good
Yes
Monthly
Condo
930
1,158,471
58
Female
18,554
Married
3
PhD
Self-Employed
20.542187
Urban
Premium
1
3
483
1
2021-04-20 15:21:39.187211
Poor
Yes
Daily
Apartment
1,219
1,158,472
51
Male
27,861
Divorced
null
Master's
Employed
47.960869
Urban
Basic
2
2
587
4
2019-08-22 15:21:39.246098
Good
No
Weekly
House
1,198
1,158,473
32
Female
84,199
Divorced
2
PhD
Self-Employed
48.848298
Suburban
Basic
1
6
363
2
2021-12-26 15:21:39.092127
Poor
No
Weekly
House
542
1,158,474
23
Female
2,032
Married
0
Bachelor's
Unemployed
15.059919
Urban
Basic
3
9
590
7
2020-12-11 15:21:39.198406
Poor
Yes
Weekly
Apartment
2,196
1,158,475
40
Female
104,905
Divorced
1
PhD
null
46.443665
Suburban
Comprehensive
null
2
337
3
2020-01-13 15:21:39.229482
Poor
No
Rarely
House
533
1,158,476
54
Male
80,190
Single
3
High School
Unemployed
26.717204
Rural
Premium
0
4
null
1
2021-11-18 15:21:39.110557
Average
No
Weekly
Apartment
126
1,158,477
61
Female
18,189
Divorced
1
High School
null
7.75274
Suburban
Premium
0
12
612
4
2021-12-02 15:21:39.091080
Poor
No
Monthly
Condo
992
1,158,478
60
Male
23,458
Single
2
Bachelor's
null
9.611641
Rural
Basic
0
2
504
5
2021-06-05 15:21:39.130190
Good
No
Weekly
Condo
720
1,158,479
48
Female
45,475
Single
0
PhD
null
21.826106
Suburban
Basic
0
5
696
7
2023-12-04 15:21:39.155231
Average
Yes
Monthly
Apartment
693
1,158,480
49
Female
91,515
null
null
High School
Unemployed
18.654595
Urban
Comprehensive
2
15
578
7
2020-01-28 15:21:39.174719
null
Yes
Monthly
House
2,429
1,158,481
55
Female
106,821
Married
3
High School
null
38.828694
Rural
Basic
null
1
393
6
2023-12-13 15:21:39.082499
Average
Yes
Rarely
House
1,819
1,158,482
20
Female
5,732
Single
0
Master's
Employed
15.719165
Rural
Comprehensive
1
18
519
2
2023-01-01 15:21:39.222387
Good
Yes
Monthly
Apartment
1,552
1,158,483
56
Female
43,876
Divorced
3
High School
Self-Employed
41.351498
Rural
Premium
1
11
null
4
2021-05-01 15:21:39.181605
Poor
No
Weekly
House
473
1,158,484
25
Female
44,787
Married
2
High School
Employed
12.812185
Suburban
Premium
4
1
498
9
2022-03-03 15:21:39.134960
Average
Yes
Daily
Apartment
801
1,158,485
27
Male
5,872
Married
4
Bachelor's
null
19.923215
Suburban
Comprehensive
null
8
null
9
2022-08-24 15:21:39.237118
Good
Yes
Weekly
Condo
752
1,158,486
54
Male
35,780
Married
4
High School
Unemployed
41.673995
Rural
Premium
1
5
708
5
2023-05-08 15:21:39.134960
Good
No
Rarely
Apartment
500
1,158,487
47
Female
83,371
Divorced
2
Master's
Unemployed
38.644449
Rural
Premium
null
8
305
9
2021-08-10 15:21:39.215386
Poor
No
Daily
House
474
1,158,488
33
Male
14,054
Divorced
4
Bachelor's
null
35.935962
Urban
Premium
1
8
619
6
2021-02-10 15:21:39.134960
Good
Yes
Daily
House
832
1,158,489
30
Female
40,456
Married
0
High School
Self-Employed
27.147914
Rural
Premium
0
19
617
5
2023-07-01 15:21:39.211806
Good
Yes
Daily
Condo
1,163
1,158,490
42
Male
44,503
Married
0
Bachelor's
Self-Employed
26.857433
Suburban
Basic
0
17
511
3
2023-03-22 15:21:39.197445
Good
Yes
Monthly
Apartment
1,745
1,158,491
58
Male
36,454
Divorced
3
PhD
Self-Employed
37.738883
Suburban
Comprehensive
0
11
729
7
2022-07-08 15:21:39.192212
Average
No
Weekly
Condo
534
1,158,492
55
Female
83,016
Single
4
PhD
Employed
14.370149
Suburban
Basic
1
16
805
5
2021-03-25 15:21:39.219432
Poor
No
Rarely
Condo
195
1,158,493
48
Female
24,997
Single
0
PhD
null
19.922823
Urban
Basic
1
4
777
8
2020-09-14 15:21:39.084065
Good
Yes
Daily
Apartment
485
1,158,494
25
Female
54,788
Married
4
Master's
Unemployed
48.888927
Urban
Premium
1
11
385
7
2021-03-29 15:21:39.134960
Poor
No
Rarely
Condo
2,790
1,158,495
40
Male
6,022
Single
null
PhD
Employed
21.611808
Suburban
Comprehensive
null
18
779
6
2021-01-03 15:21:39.209847
Poor
Yes
Daily
Condo
756
1,158,496
null
Female
43,729
Single
4
Bachelor's
Employed
28.786959
Suburban
Basic
1
18
754
4
2023-09-17 15:21:39.166062
Average
No
Rarely
Apartment
1,690
1,158,497
64
Female
16,085
Married
0
Bachelor's
Employed
11.584562
Suburban
Comprehensive
1
13
null
3
2019-11-30 15:21:39.111551
Poor
Yes
Rarely
Condo
993
1,158,498
38
Female
35,397
Single
null
PhD
Self-Employed
null
Urban
Premium
0
11
471
8
2023-05-27 15:21:39.185215
Good
Yes
Monthly
Apartment
1,122
1,158,499
23
Female
4,979
Married
1
Master's
Employed
18.816397
Rural
Basic
null
13
748
9
2019-12-28 15:21:39.222387
Average
No
Rarely
Apartment
1,855