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
1,175,400
59
Male
7,991
Married
null
Master's
Unemployed
21.474022
Urban
Basic
1
4
722
5
2020-05-21 15:21:39.237118
Poor
Yes
Daily
House
1,044
1,175,401
64
Male
10,775
Single
4
High School
Unemployed
23.81679
Suburban
Premium
1
13
null
4
2020-09-01 15:21:39.259788
Good
No
Weekly
House
224
1,175,402
34
Male
48,541
Divorced
3
Bachelor's
Employed
41.590944
Rural
Basic
null
18
732
9
2024-05-17 15:21:39.092127
Average
Yes
Daily
Condo
182
1,175,403
25
Male
11,929
Divorced
1
Bachelor's
Unemployed
34.859368
Suburban
Basic
0
13
442
3
2023-09-28 15:21:39.147735
Poor
Yes
Monthly
House
727
1,175,404
37
Male
40,658
Married
null
Bachelor's
Employed
6.576444
Suburban
Comprehensive
null
2
435
4
2021-11-26 15:21:39.208842
Average
No
Rarely
House
1,281
1,175,405
59
Female
26,200
Divorced
1
High School
null
30.846135
Urban
Comprehensive
null
1
637
5
2024-07-14 15:21:39.155231
Average
No
Monthly
Condo
1,326
1,175,406
62
Female
5,526
Married
4
Bachelor's
Unemployed
42.335828
Urban
Premium
0
0
null
9
2023-01-19 15:21:39.143708
Average
No
Weekly
House
921
1,175,407
31
Male
11,937
Single
2
Bachelor's
Unemployed
19.488515
Rural
Premium
null
18
594
8
2022-08-26 15:21:39.250151
Poor
Yes
Daily
House
1,529
1,175,408
21
Male
41,780
Divorced
null
Bachelor's
Unemployed
24.099807
Suburban
Comprehensive
null
16
814
1
2022-10-18 15:21:39.237118
Poor
No
Monthly
Apartment
1,788
1,175,409
57
Female
16,696
Married
1
Bachelor's
Employed
22.25707
Urban
Premium
null
12
494
4
2020-07-10 15:21:39.164044
Good
No
Daily
House
1,559
1,175,410
43
Male
38
Married
3
Master's
Employed
12.826477
Rural
Premium
null
3
477
6
2020-01-31 15:21:39.132191
Good
No
Weekly
House
1,522
1,175,411
47
Male
17,074
Single
1
Bachelor's
Self-Employed
40.330066
Rural
Comprehensive
0
9
722
9
2021-08-21 15:21:39.122134
null
No
Monthly
Apartment
3,274
1,175,412
21
Female
null
Divorced
1
Bachelor's
Self-Employed
48.338031
Suburban
Premium
0
17
636
8
2024-06-25 15:21:39.207847
Good
Yes
Weekly
Apartment
149
1,175,413
48
Male
81,339
Divorced
0
High School
Self-Employed
null
Urban
Premium
null
19
null
1
2019-09-14 15:21:39.251142
Poor
Yes
Rarely
Condo
2,057
1,175,414
50
Male
8,891
Married
1
High School
Unemployed
49.750041
Rural
Premium
1
5
592
1
2020-01-16 15:21:39.132191
Good
Yes
Monthly
Apartment
100
1,175,415
64
Male
69,320
Divorced
2
Master's
null
13.42896
Urban
Comprehensive
2
19
428
2
2021-10-13 15:21:39.253660
Average
No
Weekly
Condo
823
1,175,416
58
Female
9,126
Single
0
PhD
Self-Employed
32.816587
Suburban
Basic
0
12
651
7
2021-02-10 15:21:39.134960
Good
No
Weekly
Apartment
511
1,175,417
21
Male
55,873
Single
0
Master's
Unemployed
14.527135
Suburban
Premium
2
19
504
1
2021-06-30 15:21:39.251142
Good
No
Daily
House
3,244
1,175,418
50
Male
144,590
Single
1
High School
null
39.783245
Suburban
Comprehensive
0
8
755
6
2022-06-30 15:21:39.208842
null
No
Daily
Condo
119
1,175,419
42
Male
126,193
Married
0
PhD
null
13.145964
Urban
Basic
2
5
466
1
2024-06-07 15:21:39.094752
Average
Yes
Rarely
Apartment
2,608
1,175,420
63
Female
36,246
Divorced
1
High School
Unemployed
38.99377
Rural
Basic
0
3
null
3
2024-08-06 15:21:39.264504
null
Yes
Daily
Condo
631
1,175,421
28
Male
5,070
Married
4
Bachelor's
Unemployed
19.658933
Suburban
Basic
0
8
815
1
2021-08-09 15:21:39.179186
Poor
Yes
Rarely
House
492
1,175,422
36
Male
18,087
Married
2
PhD
Unemployed
11.759911
Suburban
Basic
null
10
null
9
2024-04-26 15:21:39.256696
Good
No
Weekly
Apartment
1,618
1,175,423
53
Female
18,074
Single
2
Master's
Self-Employed
6.86526
Suburban
Comprehensive
null
1
534
6
2022-05-18 15:21:39.098696
Average
No
Rarely
House
1,671
1,175,424
39
Female
3,550
Single
null
PhD
Unemployed
32.582215
Urban
Comprehensive
1
10
558
8
2020-08-17 15:21:39.230483
Good
No
Weekly
Condo
3,710
1,175,425
24
Female
1,823
Married
1
PhD
Employed
17.965258
Suburban
Premium
0
11
683
3
2020-01-05 15:21:39.134960
Average
Yes
Weekly
House
434
1,175,426
41
Female
91,746
Divorced
3
PhD
Unemployed
29.033816
Rural
Basic
null
2
null
3
2021-10-25 15:21:39.148733
null
No
Weekly
Apartment
2,687
1,175,427
45
Male
null
Married
3
Bachelor's
Self-Employed
25.859239
Rural
Premium
null
15
310
1
2020-12-25 15:21:39.260856
Average
No
Rarely
Apartment
485
1,175,428
59
Male
122,081
Divorced
4
Master's
null
6.619558
Urban
Premium
3
6
595
8
2023-01-15 15:21:39.237118
null
No
Rarely
Condo
1,597
1,175,429
56
Male
105,551
Divorced
1
Bachelor's
Self-Employed
16.182288
Suburban
Premium
null
5
813
4
2021-11-17 15:21:39.117183
null
No
Weekly
House
430
1,175,430
59
Male
null
Single
2
Master's
null
47.747965
Suburban
Basic
1
13
785
2
2023-11-09 15:21:39.098696
null
No
Daily
Apartment
125
1,175,431
29
Male
2,629
Single
0
Bachelor's
Self-Employed
13.272069
Rural
Comprehensive
null
2
462
7
2023-10-07 15:21:39.271453
Average
No
Rarely
Condo
2,360
1,175,432
59
Female
6,892
Divorced
0
PhD
null
26.456746
Rural
Basic
1
7
596
1
2020-11-29 15:21:39.095696
Average
Yes
Monthly
Apartment
2,769
1,175,433
57
Female
17,092
Single
0
PhD
null
12.07991
Rural
Comprehensive
null
14
624
4
2022-06-05 15:21:39.155231
Average
Yes
Monthly
House
761
1,175,434
54
Male
17,978
Single
1
Bachelor's
null
17.856351
Urban
Basic
null
4
null
7
2021-05-21 15:21:39.080440
Good
No
Daily
Apartment
742
1,175,435
45
Female
6,968
Married
3
High School
null
12.938159
Rural
Basic
0
14
622
9
2024-05-24 15:21:39.086123
Good
Yes
Weekly
House
3,866
1,175,436
51
Female
40,456
Married
2
Bachelor's
Self-Employed
35.638248
Suburban
Comprehensive
0
1
684
1
2019-08-23 15:21:39.087123
Good
No
Weekly
House
622
1,175,437
31
Male
77,580
Single
3
PhD
null
41.005523
Urban
Basic
0
14
null
5
2023-01-31 15:21:39.096739
Good
Yes
Daily
Apartment
110
1,175,438
30
Male
46,232
Single
null
PhD
null
20.328529
Urban
Premium
0
11
768
6
2021-07-27 15:21:39.192212
Average
No
Weekly
Apartment
1,382
1,175,439
28
Female
43,791
Single
2
Bachelor's
Unemployed
13.56611
Rural
Comprehensive
1
12
848
7
2021-04-25 15:21:39.088124
Poor
Yes
Rarely
Apartment
1,485
1,175,440
19
Female
31,206
Married
4
Master's
Unemployed
37.157767
Rural
Premium
1
13
553
5
2020-09-25 15:21:39.266452
Good
Yes
Weekly
Condo
2,363
1,175,441
47
Male
69,954
Married
3
Master's
Employed
25.277728
Rural
Comprehensive
1
12
471
4
2020-05-20 15:21:39.151732
Poor
Yes
Monthly
Condo
2,749
1,175,442
58
Male
63,929
Divorced
3
High School
Unemployed
46.185417
Suburban
Premium
null
11
679
7
2019-08-20 15:21:39.246098
Average
Yes
Weekly
Condo
2,940
1,175,443
45
Female
66,792
Single
0
High School
Self-Employed
22.824998
Suburban
Premium
null
8
319
4
2021-08-24 15:21:39.251142
Poor
Yes
Rarely
Apartment
225
1,175,444
27
Female
9,756
Married
3
Master's
null
19.895499
Suburban
Basic
2
19
487
7
2020-07-16 15:21:39.083497
Good
Yes
Monthly
House
254
1,175,445
49
Male
17,227
Single
1
PhD
Employed
51.441949
Urban
Basic
null
1
529
1
2020-09-05 15:21:39.169102
Good
Yes
Weekly
Apartment
627
1,175,446
19
Male
8,984
Married
3
PhD
Employed
11.01762
Urban
Premium
null
5
null
1
2023-11-11 15:21:39.273973
Good
Yes
Daily
Apartment
882
1,175,447
47
Female
34,181
Divorced
4
High School
null
21.723106
Rural
Comprehensive
1
0
687
6
2023-04-14 15:21:39.134960
null
No
Rarely
House
644
1,175,448
43
Female
71,488
Married
1
Master's
Self-Employed
25.599935
Urban
Basic
null
16
454
1
2022-11-30 15:21:39.237118
Average
Yes
Rarely
Condo
983
1,175,449
39
Male
5,869
Single
0
Master's
null
24.121258
Suburban
Premium
2
19
400
8
2022-11-19 15:21:39.279729
Poor
Yes
Monthly
House
704
1,175,450
32
Female
82,898
Single
2
Master's
Employed
18.846157
Suburban
Comprehensive
2
16
558
9
2022-07-03 15:21:39.268507
null
Yes
Weekly
Condo
478
1,175,451
54
Female
87,825
Married
4
Bachelor's
Self-Employed
25.236497
Suburban
Premium
0
18
453
3
2022-11-13 15:21:39.092127
Average
Yes
Monthly
Apartment
130
1,175,452
41
Male
18,405
Single
1
Master's
Employed
14.946314
Urban
Comprehensive
null
10
358
8
2021-08-29 15:21:39.102694
Good
No
Daily
Apartment
648
1,175,453
58
Male
69,071
null
3
Master's
Employed
35.867305
Suburban
Basic
2
12
820
1
2024-07-11 15:21:39.082499
null
No
Weekly
Apartment
251
1,175,454
24
Female
102,397
Married
0
Bachelor's
Self-Employed
13.958254
Rural
Premium
0
8
626
3
2023-09-21 15:21:39.143708
null
No
Monthly
Apartment
110
1,175,455
63
Male
35,786
Divorced
3
High School
Self-Employed
8.982934
Suburban
Premium
null
5
622
3
2024-01-09 15:21:39.177724
Average
Yes
Rarely
House
1,302
1,175,456
45
Female
3,354
Divorced
4
Master's
Self-Employed
11.81437
Urban
Premium
3
14
727
7
2019-11-11 15:21:39.257696
Poor
No
Rarely
House
597
1,175,457
20
Male
34,759
Single
0
Master's
Self-Employed
25.39452
Urban
Comprehensive
0
11
null
2
2022-02-25 15:21:39.202448
Good
No
Weekly
Apartment
1,351
1,175,458
25
Male
136,725
Married
0
High School
Unemployed
36.677061
Rural
Premium
0
5
809
1
2024-06-14 15:21:39.176717
Poor
No
Rarely
Apartment
148
1,175,459
40
Female
43,976
Single
0
High School
Employed
22.304977
Rural
Premium
null
0
551
6
2020-05-31 15:21:39.134960
Average
Yes
Rarely
House
1,033
1,175,460
19
Female
15,274
Single
null
Master's
null
10.571411
Urban
Comprehensive
null
2
null
5
2021-12-24 15:21:39.271453
Average
No
Weekly
House
2,363
1,175,461
24
Female
40,505
Married
1
PhD
Unemployed
null
Urban
Comprehensive
null
14
509
9
2023-01-13 15:21:39.096739
Good
Yes
Weekly
Apartment
645
1,175,462
43
Female
61,660
Divorced
0
Master's
Employed
3.896787
Rural
Basic
3
11
307
4
2021-05-13 15:21:39.134960
Poor
Yes
Daily
House
903
1,175,463
24
Male
1,642
Single
0
PhD
Self-Employed
4.829062
Urban
Basic
1
4
649
7
2023-12-31 15:21:39.247098
null
Yes
Weekly
House
179
1,175,464
39
Female
18,031
Divorced
4
PhD
null
21.888441
Urban
Basic
1
6
582
5
2023-01-15 15:21:39.084065
Poor
Yes
Rarely
Condo
1,442
1,175,465
45
Male
16,761
Divorced
3
PhD
Unemployed
16.1623
Suburban
Comprehensive
0
19
721
1
2021-11-23 15:21:39.199447
Good
No
Rarely
House
566
1,175,466
23
Female
5,055
Divorced
null
Bachelor's
Unemployed
42.444715
Urban
Premium
1
6
814
7
2021-09-05 15:21:39.154008
null
No
Daily
Apartment
556
1,175,467
58
Female
58,785
Divorced
2
High School
null
36.593829
Urban
Comprehensive
1
9
432
5
2022-04-05 15:21:39.144722
Good
Yes
Rarely
House
487
1,175,468
49
Female
40,695
Married
2
High School
Employed
3.238004
Rural
Basic
null
14
546
4
2023-04-14 15:21:39.102694
Good
Yes
Weekly
House
170
1,175,469
30
Male
968
Married
2
PhD
Self-Employed
9.186734
Urban
Comprehensive
1
9
333
6
2020-05-22 15:21:39.134960
Average
Yes
Weekly
House
1,086
1,175,470
31
Male
2,023
Single
3
PhD
Self-Employed
24.411639
Urban
Basic
0
18
459
2
2023-04-27 15:21:39.082499
Poor
Yes
Rarely
Apartment
992
1,175,471
35
Male
29,180
Single
4
High School
Unemployed
15.547224
Rural
Premium
0
10
635
7
2020-12-29 15:21:39.167099
Good
No
Monthly
Condo
3,547
1,175,472
40
Female
89,928
Single
3
PhD
Employed
30.567359
Urban
Comprehensive
0
19
315
7
2022-07-03 15:21:39.181605
Average
No
Monthly
Condo
4,045
1,175,473
44
Female
28,894
Single
2
High School
Unemployed
13.694611
Rural
Comprehensive
0
7
324
4
2022-07-23 15:21:39.252145
null
No
Rarely
Apartment
1,622
1,175,474
56
Male
15,556
Single
1
High School
null
38.491757
Urban
Comprehensive
0
4
583
2
2019-09-06 15:21:39.134960
Good
No
Monthly
Condo
3,825
1,175,475
28
Male
52,290
Single
null
Master's
null
13.646095
Rural
Premium
0
13
409
8
2021-10-20 15:21:39.271453
Poor
No
Monthly
Apartment
1,459
1,175,476
35
Female
1,527
Divorced
2
PhD
Employed
null
Urban
Basic
null
1
445
5
2021-06-21 15:21:39.081504
Good
Yes
Monthly
House
1,847
1,175,477
23
Female
9,842
Divorced
3
High School
Unemployed
17.955795
Urban
Comprehensive
null
16
null
4
2021-12-21 15:21:39.146733
Poor
No
Monthly
Apartment
1,044
1,175,478
30
Female
8,096
Divorced
0
High School
null
19.827963
Suburban
Comprehensive
null
4
716
4
2020-06-22 15:21:39.155231
Good
No
Daily
Condo
1,284
1,175,479
62
Female
17,999
Divorced
4
PhD
Unemployed
41.288972
Suburban
Premium
1
11
725
9
2019-11-04 15:21:39.145732
Average
No
Monthly
House
1,090
1,175,480
53
Male
null
Single
4
Bachelor's
null
30.540898
Rural
Basic
1
14
572
3
2023-10-09 15:21:39.111551
Average
Yes
Rarely
House
417
1,175,481
18
Female
15,963
Divorced
2
Master's
Unemployed
17.965273
Rural
Basic
0
9
null
4
2022-02-05 15:21:39.134960
null
No
Daily
Apartment
586
1,175,482
49
Male
82,967
Single
2
PhD
Unemployed
null
Urban
Comprehensive
0
11
null
6
2024-05-07 15:21:39.246098
Poor
Yes
Monthly
House
100
1,175,483
34
Male
73,524
Divorced
2
Bachelor's
Self-Employed
null
Suburban
Comprehensive
1
12
461
2
2020-03-04 15:21:39.143708
Average
No
Rarely
Apartment
2,105
1,175,484
64
Male
90,170
Divorced
2
High School
Unemployed
30.988854
Urban
Premium
null
12
736
2
2023-09-09 15:21:39.155231
Good
No
Daily
House
246
1,175,485
32
Female
11,587
Married
1
PhD
Employed
null
Rural
Comprehensive
7
11
630
8
2020-08-25 15:21:39.274993
Average
No
Daily
Condo
1,481
1,175,486
33
Female
36,842
Married
3
Bachelor's
null
40.643383
Rural
Premium
null
14
551
8
2023-01-21 15:21:39.122134
Good
Yes
Weekly
House
991
1,175,487
34
Female
1,535
Single
1
PhD
Self-Employed
17.749093
Suburban
Basic
0
16
552
2
2022-07-11 15:21:39.134960
Average
Yes
Rarely
Condo
2,156
1,175,488
60
Male
26,700
Single
1
Bachelor's
Employed
37.98791
Rural
Comprehensive
1
16
773
2
2022-04-30 15:21:39.092127
Poor
No
Rarely
Apartment
1,269
1,175,489
54
Female
4,936
Married
4
Bachelor's
Self-Employed
6.540746
Suburban
Premium
3
0
552
7
2021-07-10 15:21:39.261856
Average
Yes
Daily
Apartment
703
1,175,490
20
Female
1,798
Divorced
null
PhD
Employed
10.601838
Rural
Comprehensive
2
6
353
2
2021-01-29 15:21:39.225916
Average
Yes
Rarely
Apartment
235
1,175,491
35
Male
22,242
Single
2
Master's
Self-Employed
24.474499
Urban
Premium
1
18
623
3
2021-08-25 15:21:39.150730
Average
Yes
Rarely
House
537
1,175,492
54
Female
89,944
Married
3
PhD
Unemployed
49.898328
Urban
Premium
0
6
693
4
2020-07-22 15:21:39.182597
Poor
Yes
Daily
Apartment
2,355
1,175,493
60
Female
6,959
Married
3
Bachelor's
null
41.167738
Urban
Comprehensive
0
14
778
3
2021-10-04 15:21:39.221386
Poor
No
Weekly
Apartment
846
1,175,494
38
Male
13,024
Married
1
High School
Self-Employed
14.320146
Urban
Premium
2
6
410
1
2020-02-20 15:21:39.289099
Average
No
Daily
Apartment
1,125
1,175,495
49
Female
6,939
Single
4
PhD
null
22.158665
Rural
Comprehensive
0
11
790
7
2024-05-25 15:21:39.134960
Good
No
Daily
House
1,326
1,175,496
47
Male
15,104
Divorced
3
Bachelor's
Unemployed
11.84911
Suburban
Comprehensive
3
15
645
1
2022-03-02 15:21:39.180553
Poor
No
Weekly
Condo
486
1,175,497
45
Male
6,464
Married
2
PhD
Unemployed
12.02452
Rural
Premium
1
12
589
4
2021-06-25 15:21:39.121169
Average
Yes
Daily
House
1,450
1,175,498
54
Male
26,556
Divorced
0
Master's
Employed
25.856144
Urban
Premium
1
13
788
5
2021-02-13 15:21:39.260856
Poor
No
Weekly
Apartment
3,086
1,175,499
null
Female
55,849
Single
2
Bachelor's
Self-Employed
5.556774
Suburban
Comprehensive
0
12
375
3
2022-12-12 15:21:39.090124
Average
Yes
Daily
House
899