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
26,400
35
Male
5,356
Single
0
PhD
null
11.845702
Suburban
Premium
0
13
521
2
2023-01-12 15:21:39.194829
Good
Yes
Rarely
House
512
26,401
20
Female
2,780
Married
4
High School
Employed
28.988308
Urban
Basic
null
6
null
2
2024-03-19 15:21:39.192212
Average
Yes
Monthly
Apartment
2,248
26,402
61
Male
16,963
Married
null
Master's
null
18.536967
Rural
Premium
0
2
848
2
2023-02-03 15:21:39.206847
Average
No
Daily
Condo
1,547
26,403
33
Male
2,758
Divorced
2
High School
Self-Employed
7.939245
Urban
Basic
null
9
482
8
2022-04-15 15:21:39.098696
Good
No
Rarely
House
178
26,404
53
Female
84,389
Divorced
1
Bachelor's
Unemployed
26.619687
Urban
Basic
1
3
492
4
2019-09-22 15:21:39.258696
Average
Yes
Daily
Apartment
30
26,405
32
Male
1,262
Divorced
null
Bachelor's
null
23.553952
Suburban
Premium
1
10
null
5
2022-11-25 15:21:39.182597
null
Yes
Monthly
House
598
26,406
55
Male
10,765
Single
0
PhD
Unemployed
21.420144
Rural
Comprehensive
5
2
419
5
2022-03-13 15:21:39.283783
Good
No
Daily
Apartment
1,662
26,407
32
Male
105,980
Married
3
PhD
Employed
24.090718
Urban
Comprehensive
1
14
809
1
2019-12-13 15:21:39.155231
Poor
No
Weekly
Condo
2,658
26,408
56
Male
6,906
Divorced
3
High School
null
33.243039
Rural
Comprehensive
null
16
769
8
2021-05-18 15:21:39.223901
Average
Yes
Weekly
Apartment
469
26,409
43
Female
73,429
Divorced
2
High School
Unemployed
41.58709
Urban
Comprehensive
null
11
586
8
2019-12-01 15:21:39.237118
Good
No
Rarely
Condo
2,151
26,410
24
Female
33,299
Married
1
Master's
null
34.59156
Suburban
Comprehensive
null
7
595
7
2020-03-11 15:21:39.250151
Poor
No
Rarely
Apartment
2,869
26,411
57
Male
43,942
Single
1
High School
Unemployed
38.008931
Urban
Basic
0
13
null
7
2019-08-22 15:21:39.155231
Good
Yes
Rarely
House
821
26,412
21
Male
8,845
Divorced
null
PhD
null
15.330132
Rural
Premium
1
2
438
2
2019-12-03 15:21:39.122134
Good
No
Monthly
Apartment
639
26,413
62
Female
25,225
Single
2
High School
Unemployed
49.527068
Suburban
Premium
0
12
419
8
2023-12-30 15:21:39.282785
Good
Yes
Monthly
Condo
745
26,414
50
Male
46,727
Single
0
PhD
Employed
10.81245
Rural
Premium
null
2
415
1
2021-12-19 15:21:39.229482
Good
Yes
Rarely
Apartment
1,674
26,415
36
Female
73,901
Married
3
Bachelor's
null
50.483664
Urban
Comprehensive
0
9
471
9
2023-02-13 15:21:39.145732
Good
Yes
Weekly
House
1,045
26,416
55
Male
9,056
Married
1
Master's
Self-Employed
19.824638
Urban
Premium
1
9
546
9
2021-12-04 15:21:39.167099
Good
Yes
Weekly
House
2,575
26,417
49
Female
5,877
Divorced
0
High School
null
9.554004
Suburban
Premium
0
12
706
5
2020-05-27 15:21:39.155231
Poor
No
Daily
Condo
1,020
26,418
19
Female
26,985
Single
4
High School
Unemployed
36.878372
Suburban
Basic
null
19
796
2
2022-11-24 15:21:39.181605
Poor
No
Monthly
House
675
26,419
31
Female
33,437
Divorced
4
Master's
Self-Employed
34.822121
Suburban
Comprehensive
0
17
829
9
2021-06-09 15:21:39.250151
Good
Yes
Rarely
Apartment
1,135
26,420
30
Male
62,782
Married
3
PhD
Self-Employed
15.923732
Suburban
Premium
0
18
726
9
2019-08-19 15:21:39.191219
Poor
Yes
Monthly
Condo
2,183
26,421
31
Male
2,766
Divorced
3
Bachelor's
null
null
Rural
Basic
0
0
709
7
2019-10-30 15:21:39.134960
Poor
Yes
Weekly
Condo
1,388
26,422
49
Male
3,308
Married
3
Bachelor's
Employed
27.624735
Rural
Basic
0
4
null
1
2023-04-29 15:21:39.134960
Average
Yes
Rarely
Condo
3,244
26,423
null
Female
6,789
Divorced
0
High School
Unemployed
29.722895
Rural
Premium
1
19
627
2
2020-08-07 15:21:39.172097
Good
No
Monthly
House
83
26,424
54
Female
33,177
Married
3
PhD
Employed
4.958306
Urban
Basic
2
14
473
1
2020-04-25 15:21:39.094752
Poor
No
Monthly
House
988
26,425
44
Male
125,957
Married
1
Master's
Unemployed
19.136915
Rural
Premium
3
10
808
1
2022-01-14 15:21:39.155231
Good
Yes
Daily
Condo
322
26,426
22
Male
5,529
Single
1
PhD
null
48.923806
Urban
Basic
null
18
656
6
2021-02-06 15:21:39.230483
Good
No
Monthly
House
790
26,427
42
Female
7,638
Divorced
1
Master's
Unemployed
34.237561
Urban
Premium
null
11
534
1
2020-12-13 15:21:39.146733
Average
No
Monthly
Condo
26
26,428
43
Male
105,822
Divorced
4
High School
Employed
10.789568
Rural
Comprehensive
2
15
370
9
2022-07-09 15:21:39.199447
Average
Yes
Monthly
House
1,213
26,429
null
Male
85,585
Single
0
Bachelor's
Self-Employed
25.135858
Suburban
Basic
1
19
411
3
2019-10-29 15:21:39.085129
Good
No
Daily
Condo
876
26,430
61
Female
939
Single
2
Bachelor's
Employed
46.764348
Urban
Premium
null
3
null
3
2024-07-02 15:21:39.205850
Good
No
Rarely
House
2,135
26,431
38
Female
15,417
Single
null
Bachelor's
Self-Employed
10.774476
Rural
Premium
null
16
806
3
2020-04-14 15:21:39.226954
Good
No
Weekly
House
644
26,432
35
Female
37,274
Single
2
PhD
Unemployed
37.360169
Urban
Premium
2
17
806
9
2020-04-18 15:21:39.235012
Average
No
Weekly
Condo
616
26,433
63
Male
44,226
Single
3
PhD
null
11.569223
Urban
Basic
null
4
573
4
2021-10-07 15:21:39.213373
Average
Yes
Daily
Apartment
1,292
26,434
59
Male
20,641
Divorced
1
High School
Employed
21.246469
Rural
Comprehensive
null
11
null
1
2019-12-15 15:21:39.268507
null
Yes
Weekly
Condo
1,072
26,435
25
Female
26,963
Divorced
3
High School
Employed
null
Suburban
Premium
1
0
552
6
2024-01-08 15:21:39.175719
Good
Yes
Daily
Apartment
3,035
26,436
30
Female
63,429
Divorced
1
High School
Employed
7.986325
Suburban
Comprehensive
1
13
467
1
2020-10-18 15:21:39.090124
Poor
Yes
Rarely
Condo
2,524
26,437
22
Female
34,240
Married
4
PhD
Self-Employed
23.739703
Rural
Basic
3
4
619
6
2023-06-14 15:21:39.244069
Average
No
Monthly
Condo
921
26,438
51
Female
132,626
Married
1
PhD
Self-Employed
33.698927
Suburban
Premium
2
7
822
3
2020-05-06 15:21:39.164044
Good
Yes
Daily
Condo
2,536
26,439
50
Male
535
Married
1
Master's
null
17.907962
Rural
Premium
null
3
699
7
2023-03-29 15:21:39.245086
Average
No
Daily
Condo
171
26,440
24
Female
91,783
Single
1
High School
Self-Employed
51.609616
Rural
Comprehensive
0
19
787
6
2023-05-31 15:21:39.166062
Poor
Yes
Weekly
House
668
26,441
51
Male
906
Divorced
4
PhD
Unemployed
51.955547
Suburban
Comprehensive
0
9
836
6
2023-11-15 15:21:39.191219
Average
No
Monthly
Apartment
809
26,442
56
Female
13,134
Single
2
High School
Self-Employed
40.073653
Urban
Basic
1
3
684
4
2020-04-19 15:21:39.209847
Average
Yes
Weekly
Condo
55
26,443
61
Male
44,747
Divorced
3
Bachelor's
Self-Employed
null
Urban
Premium
1
1
null
5
2023-05-10 15:21:39.285112
Good
Yes
Monthly
Condo
602
26,444
38
Female
70,581
Single
1
PhD
Self-Employed
25.778087
Suburban
Comprehensive
2
15
420
6
2023-02-02 15:21:39.130190
Average
Yes
Weekly
House
581
26,445
60
Female
18,704
Single
4
PhD
Employed
41.771477
Urban
Comprehensive
3
2
432
3
2022-01-05 15:21:39.256696
Poor
Yes
Monthly
Apartment
1,465
26,446
36
Male
15,982
Single
4
High School
Self-Employed
31.946253
Urban
Comprehensive
3
11
729
5
2021-03-10 15:21:39.222387
Poor
No
Rarely
Condo
49
26,447
24
Male
3,649
Married
1
Master's
Employed
43.685619
Urban
Premium
3
15
394
8
2023-01-16 15:21:39.204790
Average
No
Monthly
House
716
26,448
61
Male
40,753
Divorced
0
Bachelor's
Employed
null
Urban
Comprehensive
0
4
795
5
2021-08-17 15:21:39.134960
Good
Yes
Weekly
House
535
26,449
36
Male
7,881
Married
1
PhD
Employed
35.823497
Urban
Basic
1
11
713
2
2020-02-07 15:21:39.134960
Good
No
Weekly
Apartment
852
26,450
18
Female
11,753
Divorced
2
PhD
null
33.55242
Rural
Premium
0
11
632
6
2021-04-17 15:21:39.207847
Average
Yes
Rarely
House
976
26,451
63
Female
26,974
Married
0
Master's
Self-Employed
24.306526
Suburban
Basic
1
18
797
4
2024-04-19 15:21:39.226954
Average
Yes
Monthly
Condo
528
26,452
60
Male
6,850
Married
1
Bachelor's
null
23.547138
Rural
Premium
0
8
574
4
2022-01-06 15:21:39.188220
Poor
Yes
Weekly
House
1,498
26,453
21
Female
28,474
Divorced
3
PhD
Employed
23.093776
Rural
Basic
1
11
381
9
2022-05-01 15:21:39.202448
Poor
Yes
Monthly
Condo
2,119
26,454
29
Female
45,936
Single
3
Master's
Self-Employed
22.79001
Rural
Comprehensive
1
16
836
4
2024-04-30 15:21:39.233485
Average
Yes
Weekly
Apartment
277
26,455
60
Male
1,348
Divorced
4
Master's
Self-Employed
28.290876
Urban
Basic
null
18
434
6
2023-03-05 15:21:39.174719
Average
No
Rarely
House
622
26,456
27
Female
38,963
Single
0
PhD
Unemployed
12.534667
Rural
Premium
null
2
598
9
2019-12-01 15:21:39.154008
Poor
Yes
Monthly
Apartment
595
26,457
32
Female
36,684
Married
3
Bachelor's
Unemployed
48.41362
Suburban
Premium
0
9
570
1
2024-04-24 15:21:39.252145
Poor
No
Daily
House
1,459
26,458
24
Female
44,915
Divorced
2
High School
Self-Employed
10.303525
Rural
Comprehensive
null
10
515
1
2024-01-05 15:21:39.259788
Average
No
Rarely
Apartment
932
26,459
45
Male
3,740
Divorced
4
Bachelor's
null
35.502538
Suburban
Premium
3
18
681
3
2023-09-07 15:21:39.094752
Average
No
Weekly
Apartment
1,076
26,460
52
Male
19,555
Married
3
PhD
null
44.081474
Urban
Basic
1
0
685
5
2024-05-26 15:21:39.081504
Good
Yes
Daily
Condo
930
26,461
31
Female
1,574
Single
3
High School
Unemployed
35.946342
Suburban
Premium
2
8
677
9
2021-06-06 15:21:39.237118
Poor
No
Rarely
Apartment
513
26,462
52
Female
15,712
Divorced
2
Master's
null
11.0529
Urban
Comprehensive
null
5
586
8
2023-10-29 15:21:39.223901
Good
Yes
Monthly
House
474
26,463
29
Male
73,462
Divorced
0
Bachelor's
Self-Employed
32.387946
Rural
Comprehensive
0
11
null
9
2022-02-24 15:21:39.196387
Good
Yes
Weekly
Condo
248
26,464
31
Male
44,969
Divorced
4
Bachelor's
Unemployed
13.876249
Suburban
Premium
null
10
410
3
2021-10-13 15:21:39.179186
Poor
Yes
Monthly
House
1,002
26,465
41
Female
55,791
Single
0
Master's
Employed
51.676324
Urban
Premium
null
5
null
7
2021-02-22 15:21:39.131192
Poor
Yes
Weekly
Condo
511
26,466
49
Female
17,077
Single
2
High School
Self-Employed
39.759831
Rural
Premium
null
6
null
6
2021-04-29 15:21:39.155231
Average
Yes
Rarely
Apartment
649
26,467
32
Male
9,981
Married
4
Master's
Employed
19.253541
Suburban
Comprehensive
1
11
788
8
2024-03-24 15:21:39.134960
Good
No
Daily
House
609
26,468
45
Male
15,387
Divorced
0
PhD
Self-Employed
26.394969
Suburban
Premium
2
6
null
3
2020-11-07 15:21:39.134960
Average
Yes
Rarely
Apartment
1,611
26,469
49
Male
3,354
Married
null
PhD
Employed
6.690906
Suburban
Premium
1
1
303
8
2023-06-25 15:21:39.209847
Poor
No
Rarely
Apartment
3,265
26,470
23
Female
16,408
Single
4
High School
null
19.440024
Urban
Comprehensive
1
8
458
2
2022-06-06 15:21:39.134960
Poor
No
Daily
Condo
1,214
26,471
37
Male
102,352
Divorced
2
Bachelor's
null
29.361976
Urban
Premium
1
12
433
9
2022-07-28 15:21:39.093681
Average
Yes
Weekly
Apartment
1,179
26,472
34
Female
51,624
Single
4
High School
Unemployed
21.202876
Rural
Basic
1
10
423
8
2020-04-09 15:21:39.145732
Average
Yes
Weekly
Apartment
1,318
26,473
48
Male
16,306
Single
3
Master's
Self-Employed
11.091309
Suburban
Comprehensive
1
11
498
5
2020-03-15 15:21:39.155231
Average
Yes
Daily
Apartment
2,172
26,474
39
Male
27,155
Married
2
High School
Self-Employed
27.233414
Urban
Basic
1
16
361
5
2020-11-19 15:21:39.202448
Poor
Yes
Rarely
Condo
786
26,475
null
Female
16,063
Divorced
1
Master's
Unemployed
18.854706
Suburban
Basic
0
19
793
2
2023-12-02 15:21:39.237118
Poor
Yes
Daily
House
688
26,476
52
Female
23,991
Married
0
Master's
Employed
7.289416
Suburban
Basic
0
18
796
4
2020-01-16 15:21:39.155231
Good
Yes
Monthly
Condo
513
26,477
64
Female
37,299
Married
0
Bachelor's
Unemployed
41.813554
Suburban
Premium
0
0
534
6
2022-03-23 15:21:39.187211
Poor
Yes
Weekly
Apartment
828
26,478
47
Female
21,211
Married
2
Bachelor's
Self-Employed
14.892997
Suburban
Premium
5
11
642
7
2021-02-09 15:21:39.154008
Poor
No
Rarely
Condo
528
26,479
51
Female
10,185
Married
1
PhD
null
38.279535
Rural
Comprehensive
0
5
567
9
2021-06-09 15:21:39.219432
Poor
No
Rarely
Condo
1,146
26,480
60
Male
43,882
Divorced
3
High School
null
30.829055
Rural
Comprehensive
0
19
803
2
2020-05-06 15:21:39.118178
Average
Yes
Daily
House
728
26,481
64
Male
16,015
Divorced
3
Master's
null
23.717247
Urban
Basic
0
12
591
4
2022-06-08 15:21:39.274993
Good
No
Daily
Condo
651
26,482
49
Female
6,942
Single
null
High School
Self-Employed
30.742109
Rural
Basic
0
16
573
7
2021-09-23 15:21:39.289099
Good
No
Monthly
House
1,125
26,483
18
Female
32,005
Married
2
Master's
null
28.398626
Suburban
Comprehensive
0
4
754
5
2024-08-09 15:21:39.134960
Poor
No
Rarely
House
1,358
26,484
44
Male
39,139
Single
2
High School
Self-Employed
12.639081
Rural
Basic
0
16
757
1
2020-11-05 15:21:39.155231
Poor
No
Rarely
Condo
951
26,485
59
Male
3,677
Single
0
Master's
Unemployed
null
Suburban
Basic
null
10
null
8
2023-07-11 15:21:39.232526
Good
Yes
Weekly
Apartment
2,545
26,486
63
Male
121,601
Married
1
Bachelor's
Unemployed
34.867138
Rural
Premium
null
0
null
1
2022-12-05 15:21:39.180553
Good
No
Rarely
House
183
26,487
34
Male
5,574
Married
1
High School
Employed
34.811654
Suburban
Basic
1
5
null
8
2021-10-02 15:21:39.123711
Poor
Yes
Monthly
House
2,433
26,488
50
Female
7,981
Married
0
High School
Unemployed
37.857445
Suburban
Basic
2
14
815
1
2024-04-01 15:21:39.155231
Poor
Yes
Monthly
Condo
882
26,489
60
Male
11,506
Divorced
4
High School
Unemployed
38.243023
Rural
Basic
0
11
731
7
2022-12-20 15:21:39.084065
Good
No
Rarely
Apartment
1,233
26,490
62
Female
null
Single
1
High School
Self-Employed
51.165318
Suburban
Basic
1
14
766
4
2022-11-22 15:21:39.134960
Average
Yes
Monthly
Apartment
587
26,491
37
Male
39,744
Single
2
PhD
Employed
30.574598
Rural
Basic
1
16
538
7
2020-09-27 15:21:39.155231
Average
No
Daily
House
1,411
26,492
28
Female
93,528
Divorced
null
Bachelor's
Unemployed
40.813128
Urban
Basic
2
11
641
4
2022-01-01 15:21:39.219432
Average
Yes
Weekly
Apartment
3,227
26,493
37
Male
5,071
Divorced
4
Master's
Employed
43.912528
Urban
Comprehensive
0
10
653
8
2020-06-25 15:21:39.204201
Average
Yes
Weekly
House
811
26,494
52
Male
44,368
Divorced
1
High School
null
30.935791
Urban
Basic
1
14
null
3
2022-11-04 15:21:39.134960
Average
No
Daily
Condo
537
26,495
25
Female
17,053
Married
4
Master's
null
12.919601
Urban
Basic
3
2
761
8
2020-10-26 15:21:39.205850
Good
Yes
Rarely
Condo
805
26,496
21
Female
456
Divorced
3
High School
Unemployed
13.919181
Urban
Basic
null
12
437
1
2023-11-05 15:21:39.246098
Poor
No
Weekly
House
1,601
26,497
50
Female
126,925
Married
0
Master's
null
28.711305
Suburban
Comprehensive
2
19
446
1
2022-04-26 15:21:39.264504
Good
No
Rarely
Condo
934
26,498
58
Male
43,512
Single
0
Master's
null
31.63115
Suburban
Premium
0
0
428
5
2023-09-09 15:21:39.282785
Average
No
Weekly
House
4,472
26,499
25
Male
null
Single
4
Master's
Unemployed
17.67494
Urban
Comprehensive
1
0
795
2
2020-08-25 15:21:39.134960
Poor
No
Weekly
House
255