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
1,173,400
52
Male
14,579
Divorced
4
PhD
null
46.610639
Urban
Basic
3
2
null
4
2023-10-14 15:21:39.208842
Poor
Yes
Monthly
Condo
262
1,173,401
28
Female
23,767
Married
3
High School
Unemployed
29.296887
Suburban
Premium
null
12
447
1
2024-02-17 15:21:39.171102
Good
No
Rarely
Condo
1,724
1,173,402
35
Female
null
Single
3
PhD
Employed
33.966142
Urban
Comprehensive
null
11
481
1
2022-11-20 15:21:39.086123
Average
No
Rarely
Condo
39
1,173,403
30
Female
22,607
Divorced
3
Master's
Self-Employed
40.571729
Urban
Comprehensive
0
15
null
9
2022-04-14 15:21:39.255696
Poor
Yes
Rarely
House
488
1,173,404
50
Male
61,402
Divorced
4
PhD
Employed
4.885671
Rural
Comprehensive
1
3
null
3
2022-01-30 15:21:39.202448
null
No
Daily
Condo
2,740
1,173,405
63
Female
43,933
Divorced
1
PhD
null
24.798867
Suburban
Premium
0
10
439
6
2021-04-21 15:21:39.260856
Poor
Yes
Rarely
Condo
2,478
1,173,406
27
Male
14,093
Single
2
PhD
Self-Employed
40.846139
Suburban
Basic
null
1
null
9
2020-08-29 15:21:39.168099
Poor
No
Weekly
House
705
1,173,407
45
Male
16,605
Divorced
2
High School
Employed
36.879328
Rural
Premium
3
18
null
7
2023-07-25 15:21:39.155231
Good
Yes
Daily
House
1,449
1,173,408
38
Male
45,939
Married
2
Bachelor's
Employed
38.454523
Rural
Premium
null
7
708
1
2020-08-22 15:21:39.182597
Good
No
Weekly
Condo
914
1,173,409
42
Female
18,550
Single
1
PhD
null
31.848223
Rural
Basic
1
5
659
6
2022-06-26 15:21:39.082499
Poor
No
Daily
Apartment
654
1,173,410
26
Female
7,859
Divorced
4
PhD
null
10.90881
Rural
Comprehensive
1
4
694
3
2023-12-30 15:21:39.276901
Poor
Yes
Rarely
House
966
1,173,411
20
Female
43,436
Single
4
High School
Employed
3.251525
Suburban
Comprehensive
0
5
646
5
2020-09-05 15:21:39.170099
Average
No
Rarely
Apartment
447
1,173,412
50
Male
17,768
Divorced
2
PhD
Unemployed
36.824922
Suburban
Basic
null
11
417
5
2021-05-21 15:21:39.208842
Average
No
Daily
House
1,136
1,173,413
51
Male
25,602
Single
2
High School
null
18.181277
Suburban
Premium
2
7
554
7
2020-01-02 15:21:39.155231
Average
Yes
Rarely
Condo
1,335
1,173,414
42
Male
8,071
Single
3
High School
Unemployed
33.895818
Rural
Comprehensive
null
14
595
8
2021-11-09 15:21:39.190215
Poor
No
Rarely
Condo
714
1,173,415
25
Female
42,364
Divorced
3
PhD
null
21.241906
Rural
Comprehensive
1
14
639
3
2019-12-11 15:21:39.267454
null
Yes
Rarely
Condo
203
1,173,416
54
Male
38,229
Single
1
PhD
Unemployed
24.595944
Urban
Premium
1
11
446
2
2019-10-22 15:21:39.155231
Average
No
Monthly
House
1,125
1,173,417
31
Female
34,343
Divorced
0
PhD
Unemployed
42.54732
Rural
Premium
null
5
412
7
2021-12-23 15:21:39.155231
Good
No
Monthly
House
635
1,173,418
44
Female
17,092
Single
3
Master's
null
25.86733
Urban
Premium
1
9
847
4
2022-10-18 15:21:39.126661
Poor
No
Daily
Apartment
449
1,173,419
30
Male
9,663
Single
0
High School
Unemployed
15.56977
Suburban
Basic
0
17
589
2
2023-07-31 15:21:39.226954
Average
No
Rarely
Condo
692
1,173,420
60
Female
44,629
Married
null
Bachelor's
Self-Employed
16.817363
Suburban
Basic
0
18
613
4
2020-08-04 15:21:39.233998
Good
No
Monthly
Condo
1,171
1,173,421
62
Female
1,094
Married
4
Master's
Employed
39.967188
Suburban
Comprehensive
0
15
463
8
2024-01-24 15:21:39.257696
Poor
Yes
Daily
House
646
1,173,422
35
Male
46,882
Single
0
Master's
null
51.955669
Rural
Comprehensive
1
15
652
5
2023-07-20 15:21:39.086123
Poor
No
Rarely
Condo
1,178
1,173,423
47
Female
29,459
Single
0
Bachelor's
null
11.087706
Suburban
Comprehensive
3
12
483
2
2021-06-07 15:21:39.237118
Good
Yes
Monthly
House
614
1,173,424
27
Male
121,491
Divorced
1
PhD
null
10.593034
Urban
Comprehensive
null
3
379
6
2019-10-05 15:21:39.080440
Average
No
Weekly
House
1,057
1,173,425
30
Female
2,488
Divorced
2
Bachelor's
Unemployed
19.502704
Urban
Premium
1
6
816
8
2024-08-07 15:21:39.155231
Average
No
Daily
Condo
2,308
1,173,426
55
Female
29,629
Married
1
High School
Unemployed
23.828894
Urban
Comprehensive
null
14
692
2
2023-07-18 15:21:39.087123
Poor
Yes
Weekly
Apartment
45
1,173,427
64
Female
29,260
Single
3
Master's
Self-Employed
19.99458
Rural
Premium
0
1
733
6
2021-02-09 15:21:39.090124
Good
No
Rarely
Condo
1,120
1,173,428
19
Male
93,562
Married
1
Bachelor's
null
38.244024
Suburban
Comprehensive
2
19
743
9
2020-09-04 15:21:39.155231
Good
Yes
Monthly
Condo
2,059
1,173,429
64
Female
16,447
Single
1
High School
Unemployed
null
Urban
Basic
0
6
371
3
2019-10-07 15:21:39.186212
Average
Yes
Monthly
House
716
1,173,430
62
Male
45,970
Single
0
Bachelor's
Employed
10.587935
Urban
Comprehensive
1
10
804
9
2021-07-12 15:21:39.088124
Average
Yes
Daily
Condo
669
1,173,431
21
Male
18,081
Divorced
1
High School
null
25.898143
Suburban
Premium
null
4
783
3
2020-07-12 15:21:39.288099
Average
Yes
Rarely
House
564
1,173,432
58
Female
38,776
Single
4
Master's
Self-Employed
21.910966
Urban
Comprehensive
3
1
749
1
2022-04-10 15:21:39.274993
Good
No
Weekly
Condo
1,444
1,173,433
null
Male
44,942
Divorced
null
High School
Self-Employed
20.835236
Rural
Premium
0
7
709
3
2022-06-30 15:21:39.237118
Good
No
Rarely
Condo
2,211
1,173,434
62
Male
50,638
Divorced
0
PhD
Self-Employed
25.454308
Urban
Basic
0
16
661
4
2021-12-11 15:21:39.230483
Good
No
Daily
Condo
278
1,173,435
52
Male
44,226
Single
0
Bachelor's
Unemployed
17.752404
Urban
Comprehensive
null
18
null
3
2021-07-17 15:21:39.194829
Good
No
Monthly
Apartment
514
1,173,436
33
Male
38,406
Single
null
Master's
null
19.867352
Urban
Comprehensive
null
15
510
5
2022-03-20 15:21:39.207847
Poor
Yes
Weekly
Apartment
673
1,173,437
61
Male
25,791
Divorced
0
High School
Unemployed
12.891408
Suburban
Comprehensive
null
7
725
5
2023-10-01 15:21:39.181605
Average
Yes
Weekly
Apartment
1,634
1,173,438
26
Male
22,789
Married
4
High School
null
16.91371
Urban
Comprehensive
1
6
714
2
2023-07-31 15:21:39.165120
Average
No
Rarely
Condo
648
1,173,439
41
Female
44,928
Single
0
PhD
Self-Employed
35.49296
Urban
Comprehensive
2
17
437
4
2022-08-29 15:21:39.254678
Poor
No
Daily
House
632
1,173,440
57
Female
89,985
Divorced
4
PhD
Self-Employed
46.390961
Suburban
Premium
null
11
331
6
2022-02-17 15:21:39.083497
Poor
Yes
Daily
Apartment
182
1,173,441
52
Male
17,874
Divorced
3
High School
Employed
50.282877
Rural
Basic
2
15
629
8
2022-08-19 15:21:39.134960
Average
Yes
Daily
Apartment
1,721
1,173,442
49
Female
25,806
Divorced
3
Master's
Self-Employed
29.391281
Urban
Comprehensive
1
15
798
3
2020-10-17 15:21:39.094752
Good
Yes
Daily
Apartment
649
1,173,443
62
Female
24,805
Married
3
High School
Employed
35.696857
Suburban
Premium
1
4
485
4
2020-12-06 15:21:39.198406
Good
No
Daily
Condo
206
1,173,444
56
Female
26,660
Single
0
PhD
Self-Employed
8.906609
Rural
Premium
null
15
378
5
2024-05-01 15:21:39.271453
Poor
Yes
Monthly
Apartment
590
1,173,445
23
Male
8,054
Single
0
Master's
Self-Employed
18.03086
Rural
Comprehensive
0
3
516
9
2023-10-27 15:21:39.134960
Good
No
Monthly
Apartment
1,639
1,173,446
48
Male
6,838
Single
null
PhD
Unemployed
19.004619
Urban
Basic
null
19
455
1
2022-04-30 15:21:39.235012
Average
No
Monthly
House
349
1,173,447
29
Male
94,595
Divorced
1
Master's
Self-Employed
16.83927
Rural
Comprehensive
1
18
null
9
2023-10-22 15:21:39.166062
Good
Yes
Daily
House
111
1,173,448
27
Male
15,507
Divorced
null
Bachelor's
null
30.982656
Rural
Comprehensive
null
16
653
3
2021-03-27 15:21:39.244069
Average
No
Daily
House
1,263
1,173,449
51
Female
76,230
Single
3
High School
null
24.066171
Urban
Comprehensive
1
2
381
4
2024-07-13 15:21:39.232526
Good
Yes
Daily
Condo
168
1,173,450
23
Male
39,148
Married
3
Bachelor's
Self-Employed
47.58628
Urban
Basic
0
11
840
7
2019-11-29 15:21:39.131192
Average
No
Rarely
House
518
1,173,451
54
Female
5,521
Divorced
4
PhD
Self-Employed
32.6198
Rural
Comprehensive
2
9
329
4
2020-02-08 15:21:39.261856
Poor
No
Monthly
House
1,639
1,173,452
40
Female
29,087
Married
3
Bachelor's
null
36.681926
Urban
Comprehensive
0
3
513
2
2022-05-30 15:21:39.194829
Good
Yes
Weekly
House
1,141
1,173,453
28
Female
3,395
Divorced
1
PhD
Unemployed
25.087887
Rural
Premium
1
16
440
1
2021-08-14 15:21:39.129190
Average
Yes
Weekly
Apartment
463
1,173,454
21
Female
18,791
Divorced
0
Master's
null
19.889737
Suburban
Comprehensive
0
13
533
5
2024-02-28 15:21:39.155231
Good
Yes
Monthly
Condo
533
1,173,455
55
Male
16,892
Single
0
High School
Self-Employed
20.084866
Suburban
Comprehensive
2
11
410
5
2021-03-04 15:21:39.218388
Average
Yes
Monthly
Apartment
2,053
1,173,456
60
Male
64,801
Single
2
Bachelor's
Unemployed
41.973054
Suburban
Comprehensive
3
15
346
8
2020-02-27 15:21:39.171102
Good
No
Weekly
House
1,307
1,173,457
18
Female
143,551
Married
4
Master's
Self-Employed
19.973551
Rural
Premium
2
11
819
1
2021-05-25 15:21:39.252145
Good
No
Rarely
Apartment
2,200
1,173,458
29
Male
62,421
Single
null
Bachelor's
Self-Employed
21.957287
Suburban
Basic
null
18
786
6
2020-04-03 15:21:39.169102
Average
No
Rarely
Apartment
156
1,173,459
49
Male
93,835
Divorced
1
High School
null
34.685699
Urban
Premium
null
3
434
5
2019-09-12 15:21:39.233485
Average
No
Monthly
House
1,520
1,173,460
43
Male
97,931
Married
1
PhD
null
44.884915
Rural
Premium
null
0
403
1
2022-08-13 15:21:39.285112
Good
No
Rarely
Condo
3,238
1,173,461
23
Female
39,218
Married
4
Master's
Employed
14.937987
Rural
Comprehensive
1
11
626
9
2020-02-11 15:21:39.223901
Poor
No
Rarely
Condo
231
1,173,462
41
Male
143,961
Single
1
Master's
Self-Employed
7.964779
Suburban
Comprehensive
0
4
359
4
2019-10-09 15:21:39.134960
Good
Yes
Monthly
Apartment
1,892
1,173,463
36
Male
72,493
null
0
High School
Self-Employed
8.064405
Suburban
Basic
1
0
552
8
2021-01-24 15:21:39.221386
Good
Yes
Daily
House
2,181
1,173,464
28
Male
20,429
Divorced
2
PhD
Employed
47.977855
Suburban
Basic
1
13
466
5
2024-07-21 15:21:39.237118
Average
No
Rarely
Apartment
578
1,173,465
27
Male
31,134
Married
null
High School
null
25.959139
Rural
Basic
null
15
301
7
2024-04-02 15:21:39.272456
Poor
Yes
Monthly
Condo
1,553
1,173,466
45
Male
27,385
Single
0
Master's
Employed
28.125711
Urban
Premium
0
8
678
2
2023-02-13 15:21:39.247098
Good
No
Weekly
Apartment
1,084
1,173,467
54
Female
47,290
Divorced
4
Bachelor's
null
40.571417
Urban
Premium
null
1
399
9
2021-06-28 15:21:39.261856
Average
No
Daily
Apartment
938
1,173,468
60
Male
50,664
Divorced
1
Bachelor's
Unemployed
17.695526
Suburban
Premium
2
11
798
3
2021-04-30 15:21:39.265513
Average
Yes
Weekly
House
2,612
1,173,469
37
Male
35,935
Divorced
2
Bachelor's
Self-Employed
31.231382
Urban
Basic
0
12
781
1
2021-04-21 15:21:39.129190
Average
Yes
Rarely
Apartment
152
1,173,470
19
Female
1,245
Single
1
PhD
Self-Employed
20.818863
Urban
Comprehensive
null
17
437
8
2021-06-06 15:21:39.144722
Average
Yes
Weekly
House
646
1,173,471
58
Female
83,023
Single
3
High School
Employed
28.093669
Suburban
Basic
2
1
null
3
2021-04-16 15:21:39.092127
Poor
No
Monthly
House
29
1,173,472
34
Female
25,984
Single
4
Master's
Employed
32.052695
Rural
Premium
null
10
592
7
2023-11-22 15:21:39.134960
Poor
Yes
Daily
House
489
1,173,473
50
Male
1,696
Married
1
Bachelor's
null
14.724817
Urban
Comprehensive
0
13
null
7
2021-09-23 15:21:39.272456
Poor
No
Monthly
House
1,853
1,173,474
44
Male
123,543
Divorced
1
High School
Employed
13.844272
Urban
Basic
0
12
667
5
2020-04-06 15:21:39.090124
Good
No
Monthly
House
177
1,173,475
null
Male
19,326
Married
0
PhD
null
26.89008
Urban
Premium
2
9
711
1
2024-03-26 15:21:39.258696
Good
Yes
Weekly
Apartment
1,855
1,173,476
61
Male
6,031
Single
null
Master's
Employed
22.704813
Suburban
Basic
6
12
429
8
2023-03-02 15:21:39.081504
Good
No
Monthly
Apartment
888
1,173,477
48
Female
514
Single
0
Master's
Self-Employed
28.69642
Suburban
Basic
null
15
424
8
2023-08-10 15:21:39.187211
Good
Yes
Weekly
Apartment
283
1,173,478
50
Female
22,246
Divorced
3
PhD
null
26.738225
Suburban
Comprehensive
null
0
null
5
2020-05-30 15:21:39.283783
Average
Yes
Weekly
Condo
742
1,173,479
34
Female
58,181
Divorced
1
Bachelor's
Employed
34.919225
Suburban
Comprehensive
null
5
374
8
2022-10-09 15:21:39.132191
Average
Yes
Daily
House
928
1,173,480
21
Male
30,881
Divorced
3
PhD
Self-Employed
20.76446
Rural
Premium
null
7
821
3
2019-10-05 15:21:39.151732
Poor
Yes
Rarely
House
657
1,173,481
48
Female
39,769
Divorced
0
PhD
null
27.788907
Suburban
Premium
null
3
575
6
2021-09-10 15:21:39.155231
Poor
No
Rarely
Condo
792
1,173,482
50
Male
3,848
Married
0
Bachelor's
Employed
13.095928
Suburban
Comprehensive
0
6
379
6
2022-03-20 15:21:39.174719
Good
Yes
Rarely
Apartment
724
1,173,483
22
Male
1,424
Divorced
3
PhD
null
24.829293
Suburban
Basic
null
15
705
2
2020-08-05 15:21:39.131192
Poor
No
Monthly
Condo
38
1,173,484
55
Female
10,907
Single
1
PhD
Unemployed
46.758799
Suburban
Basic
1
15
553
6
2020-10-18 15:21:39.088124
Poor
Yes
Weekly
Condo
2,994
1,173,485
57
Male
18,992
Married
2
PhD
Self-Employed
23.912671
Urban
Premium
1
11
569
6
2024-07-12 15:21:39.155231
Poor
Yes
Rarely
House
961
1,173,486
57
Male
44,183
Divorced
0
Master's
null
21.097826
Urban
Basic
1
11
613
3
2023-08-09 15:21:39.237118
Poor
Yes
Daily
Apartment
616
1,173,487
61
Female
6,909
Married
4
High School
Employed
22.992699
Urban
Basic
null
9
635
1
2021-12-18 15:21:39.114118
Poor
Yes
Daily
House
1,285
1,173,488
49
Male
12,892
Married
3
Master's
null
11.995047
Rural
Premium
1
8
743
5
2023-04-08 15:21:39.086123
Average
Yes
Daily
House
1,207
1,173,489
33
Female
1,210
Divorced
0
High School
Employed
13.976999
Rural
Comprehensive
0
4
562
9
2021-02-21 15:21:39.246098
Good
Yes
Monthly
Condo
1,845
1,173,490
57
Female
1,178
Divorced
1
PhD
null
15.310045
Rural
Comprehensive
null
18
327
3
2022-04-15 15:21:39.171102
Good
Yes
Monthly
Apartment
830
1,173,491
35
Female
47,255
Divorced
0
Bachelor's
null
21.827672
Rural
Premium
0
18
635
3
2021-10-19 15:21:39.283783
null
No
Rarely
House
310
1,173,492
38
Female
8,750
Divorced
2
PhD
null
17.011522
Urban
Basic
2
19
793
2
2021-12-16 15:21:39.207847
Average
Yes
Daily
Condo
541
1,173,493
29
Female
3,610
Divorced
4
Master's
null
36.814566
Rural
Basic
3
9
690
5
2021-04-03 15:21:39.173834
Good
No
Monthly
Condo
819
1,173,494
27
Male
64,981
Single
2
PhD
null
20.686765
Suburban
Comprehensive
2
5
484
2
2019-12-26 15:21:39.080440
null
No
Weekly
Apartment
1,148
1,173,495
37
Male
26,360
Divorced
3
Master's
Unemployed
27.384834
Suburban
Comprehensive
null
8
725
3
2020-08-11 15:21:39.155231
Average
Yes
Monthly
Condo
531
1,173,496
64
Male
1,255
Divorced
1
High School
Self-Employed
30.567337
Urban
Comprehensive
1
17
773
1
2023-01-03 15:21:39.146733
Good
Yes
Weekly
House
48
1,173,497
28
Male
44,530
Single
2
Master's
Employed
15.597987
Rural
Basic
null
9
451
5
2022-06-03 15:21:39.173834
Poor
No
Monthly
House
1,670
1,173,498
51
Male
27,739
Single
2
Master's
null
22.93329
Urban
Basic
2
15
744
9
2021-08-25 15:21:39.237118
Good
Yes
Daily
Apartment
2,882
1,173,499
42
Male
15,142
Divorced
3
PhD
null
31.013786
Urban
Premium
null
7
657
7
2019-08-27 15:21:39.123711
Average
No
Rarely
Apartment
1,218