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
1,193,400
24
Female
17,784
Married
3
High School
null
21.769886
Urban
Premium
0
18
394
4
2021-02-03 15:21:39.229482
Poor
No
Daily
House
1,099
1,193,401
28
Female
106,465
Married
2
Master's
Employed
14.534922
Rural
Basic
null
5
326
6
2021-06-02 15:21:39.134960
Poor
Yes
Monthly
Condo
541
1,193,402
24
Male
15,215
Divorced
2
Master's
Self-Employed
47.068542
Suburban
Premium
1
10
null
2
2023-11-13 15:21:39.166062
Average
No
Daily
Condo
868
1,193,403
59
Male
1,267
Married
1
High School
Unemployed
34.547608
Suburban
Comprehensive
2
12
613
4
2022-05-13 15:21:39.082499
Good
No
Daily
Condo
565
1,193,404
21
Male
25,820
Single
3
PhD
Self-Employed
42.835497
Suburban
Basic
3
2
699
8
2023-11-03 15:21:39.116179
Good
No
Rarely
House
1,072
1,193,405
18
Male
20,385
Married
3
PhD
Unemployed
23.555913
Urban
Comprehensive
null
19
711
5
2020-11-28 15:21:39.285112
Average
Yes
Rarely
Condo
1,079
1,193,406
20
Female
37,055
Divorced
null
Master's
null
22.948168
Suburban
Premium
null
9
647
3
2023-09-26 15:21:39.176717
Poor
Yes
Monthly
Apartment
2,065
1,193,407
30
Female
59,972
Divorced
0
High School
Employed
10.272167
Urban
Basic
null
9
332
5
2021-09-29 15:21:39.097737
Average
No
Weekly
Condo
1,281
1,193,408
40
Male
43,915
Divorced
4
PhD
Self-Employed
26.895118
Rural
Comprehensive
1
15
528
9
2024-01-10 15:21:39.237118
Good
No
Weekly
Condo
393
1,193,409
28
Female
38,325
Single
0
PhD
Employed
14.845596
Urban
Basic
null
1
null
9
2019-12-06 15:21:39.164044
Good
No
Daily
Condo
515
1,193,410
55
Female
45,287
Divorced
3
Bachelor's
null
20.121108
Urban
Comprehensive
null
8
353
1
2022-07-29 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,252
1,193,411
35
Female
2,563
Divorced
2
Master's
null
8.096252
Rural
Basic
1
8
512
4
2019-08-25 15:21:39.134960
Good
No
Monthly
House
965
1,193,412
54
Male
6,874
Divorced
3
PhD
Unemployed
16.691377
Suburban
Comprehensive
0
7
535
6
2019-11-24 15:21:39.097737
Poor
No
Daily
Apartment
1,657
1,193,413
39
Female
1,195
Single
1
Master's
Self-Employed
18.01226
Suburban
Basic
1
1
null
9
2023-05-20 15:21:39.111551
null
Yes
Weekly
Apartment
1,273
1,193,414
61
Female
3,859
Married
4
Bachelor's
null
null
Urban
Comprehensive
1
17
778
7
2021-09-14 15:21:39.125660
null
No
Monthly
Apartment
27
1,193,415
20
Male
28,225
Married
null
Master's
Employed
34.938497
Urban
Premium
0
15
647
4
2020-06-24 15:21:39.237118
Good
Yes
Weekly
Apartment
239
1,193,416
54
Male
25,642
Married
0
PhD
null
3.892714
Suburban
Basic
0
7
566
3
2022-09-15 15:21:39.237118
Poor
Yes
Rarely
Apartment
774
1,193,417
49
Female
24,603
Divorced
2
PhD
Employed
51.944451
Rural
Premium
null
11
null
4
2023-11-09 15:21:39.190215
null
Yes
Daily
House
1,198
1,193,418
20
Female
141,160
Married
0
Bachelor's
null
51.302898
Suburban
Comprehensive
null
8
301
6
2023-05-31 15:21:39.276901
Poor
Yes
Daily
Condo
772
1,193,419
57
Female
718
Single
1
Bachelor's
Employed
null
Rural
Comprehensive
null
17
603
6
2022-04-05 15:21:39.094752
null
Yes
Monthly
Apartment
1,079
1,193,420
59
Female
null
Married
3
PhD
null
15.189032
Suburban
Basic
0
8
637
7
2021-04-08 15:21:39.179186
Poor
Yes
Weekly
Apartment
393
1,193,421
53
Male
22,909
Single
1
PhD
Employed
47.033857
Urban
Comprehensive
1
8
345
6
2021-02-25 15:21:39.191219
Average
No
Rarely
Condo
910
1,193,422
23
Male
31,596
Married
4
High School
Self-Employed
36.038579
Urban
Comprehensive
2
6
384
8
2021-04-19 15:21:39.223901
Poor
No
Rarely
House
1,311
1,193,423
47
Male
27,742
Married
2
Master's
Self-Employed
22.793545
Suburban
Basic
0
14
718
1
2024-04-04 15:21:39.144722
Average
No
Monthly
Apartment
277
1,193,424
20
Male
22,853
Married
2
PhD
null
15.865914
Suburban
Basic
1
15
798
4
2023-03-14 15:21:39.215386
Average
Yes
Daily
Apartment
556
1,193,425
41
Female
40,585
Married
2
Bachelor's
null
12.539731
Rural
Premium
1
11
603
5
2023-04-06 15:21:39.134960
Average
Yes
Monthly
House
1,435
1,193,426
61
Female
21,561
Single
2
Bachelor's
Unemployed
14.160573
Urban
Premium
0
9
657
4
2021-10-21 15:21:39.223901
Average
No
Daily
Apartment
578
1,193,427
26
Male
8,058
Married
3
High School
Employed
44.927087
Rural
Basic
0
12
565
2
2024-04-20 15:21:39.285112
Average
No
Daily
Condo
1,346
1,193,428
33
Female
28,309
Divorced
null
PhD
Unemployed
19.693388
Urban
Basic
1
0
595
9
2024-03-21 15:21:39.123711
Good
No
Weekly
Condo
2,347
1,193,429
62
Female
93,075
Married
3
PhD
null
19.31882
Rural
Comprehensive
0
5
374
8
2020-06-15 15:21:39.267454
Good
Yes
Rarely
Condo
462
1,193,430
42
Female
117,482
Married
1
Master's
Self-Employed
16.955607
Rural
Comprehensive
1
14
363
8
2023-11-06 15:21:39.207847
Poor
No
Rarely
Condo
282
1,193,431
59
Male
16,963
Married
1
Bachelor's
null
26.377439
Rural
Basic
null
5
838
7
2023-08-23 15:21:39.235012
Poor
No
Rarely
House
1,092
1,193,432
19
Female
21,712
Married
0
Bachelor's
Unemployed
25.512026
Urban
Basic
0
2
300
2
2020-10-25 15:21:39.273973
Poor
No
Daily
Condo
1,240
1,193,433
39
Male
101
Single
2
Master's
Employed
11.789025
Suburban
Premium
null
6
796
3
2023-03-07 15:21:39.192212
Good
No
Monthly
House
397
1,193,434
56
Female
113,665
Divorced
null
Master's
Unemployed
26.926508
Urban
Basic
0
10
null
6
2022-09-15 15:21:39.219432
Average
Yes
Weekly
House
191
1,193,435
45
Male
145,628
Single
4
High School
Self-Employed
27.759025
Suburban
Comprehensive
1
4
688
6
2020-06-04 15:21:39.228521
Average
No
Monthly
Condo
75
1,193,436
34
Male
35,682
Married
4
Bachelor's
null
28.764432
Urban
Comprehensive
2
5
590
3
2020-05-23 15:21:39.194829
Good
No
Monthly
House
2,481
1,193,437
59
Female
20,071
Divorced
1
PhD
null
48.655052
Urban
Basic
1
5
582
6
2022-02-14 15:21:39.134960
Good
No
Monthly
Apartment
515
1,193,438
38
Male
72,516
Divorced
2
High School
Unemployed
14.416315
Urban
Comprehensive
1
0
669
4
2024-03-02 15:21:39.087123
Average
No
Daily
House
224
1,193,439
23
Male
12,962
Single
3
Bachelor's
Unemployed
10.086467
Suburban
Comprehensive
null
12
706
3
2019-10-30 15:21:39.155231
Poor
Yes
Rarely
House
717
1,193,440
50
Male
58,218
Married
0
Bachelor's
null
20.957162
Suburban
Basic
null
5
693
7
2023-10-30 15:21:39.198406
Good
No
Rarely
Condo
365
1,193,441
44
Male
28,161
Single
0
Master's
Unemployed
41.3837
Suburban
Comprehensive
null
14
641
1
2019-09-08 15:21:39.096739
null
Yes
Daily
House
487
1,193,442
27
Female
34,403
Single
1
High School
null
21.869707
Rural
Premium
null
19
772
4
2020-02-27 15:21:39.283783
Poor
Yes
Daily
Condo
24
1,193,443
22
Male
2,628
Divorced
1
High School
null
18.273482
Suburban
Comprehensive
1
18
539
6
2020-03-19 15:21:39.148733
Good
Yes
Rarely
Condo
1,859
1,193,444
54
Male
857
Divorced
null
Bachelor's
null
52.606737
Urban
Comprehensive
null
9
849
8
2020-05-08 15:21:39.237118
Average
No
Monthly
House
1,208
1,193,445
28
Male
25,168
Married
0
PhD
null
33.413541
Suburban
Basic
0
5
834
6
2024-04-14 15:21:39.167099
Average
Yes
Daily
Apartment
3,341
1,193,446
26
Female
12,053
Divorced
2
Bachelor's
Unemployed
10.634757
Urban
Premium
null
9
null
7
2023-05-09 15:21:39.250151
Poor
Yes
Weekly
House
821
1,193,447
52
Female
17,175
Married
2
PhD
Employed
null
Suburban
Basic
0
1
695
5
2023-03-29 15:21:39.257696
Poor
Yes
Rarely
Apartment
975
1,193,448
30
Female
29,460
Divorced
null
High School
null
null
Urban
Premium
null
1
528
1
2022-02-10 15:21:39.207847
Good
No
Monthly
House
588
1,193,449
30
Male
12,963
Married
4
Master's
null
6.639052
Urban
Basic
2
3
619
7
2019-12-16 15:21:39.120168
Good
No
Monthly
Apartment
526
1,193,450
26
Female
1,016
Married
2
Bachelor's
Unemployed
48.172878
Rural
Basic
null
11
431
4
2020-05-02 15:21:39.096739
Poor
Yes
Weekly
Condo
1,002
1,193,451
55
Female
91,677
Married
1
PhD
null
10.958827
Urban
Basic
null
14
682
7
2020-03-29 15:21:39.134960
Good
Yes
Weekly
Apartment
207
1,193,452
48
Male
43,905
Single
2
PhD
Self-Employed
26.090068
Suburban
Premium
1
10
751
7
2021-09-29 15:21:39.126661
Good
Yes
Weekly
Condo
605
1,193,453
52
Female
3,913
Single
0
Bachelor's
null
7.149956
Urban
Comprehensive
0
13
485
5
2022-06-15 15:21:39.186212
Good
No
Rarely
Apartment
830
1,193,454
61
Male
52,287
Single
1
Master's
Unemployed
17.437846
Rural
Comprehensive
null
15
302
7
2023-03-01 15:21:39.279729
Average
No
Weekly
House
1,232
1,193,455
56
Female
44,734
Married
3
PhD
null
31.972309
Urban
Premium
0
1
776
9
2021-01-20 15:21:39.134960
Good
No
Daily
Apartment
1,198
1,193,456
50
Male
5,863
Married
2
PhD
Employed
15.071433
Urban
Basic
1
1
522
7
2021-10-18 15:21:39.121169
Poor
No
Weekly
House
986
1,193,457
52
Male
45,440
Divorced
4
Master's
Unemployed
33.016822
Suburban
Basic
null
1
692
5
2021-05-23 15:21:39.261856
Average
No
Rarely
Apartment
683
1,193,458
62
Male
801
Married
3
Master's
null
9.837393
Suburban
Basic
null
14
623
6
2020-06-29 15:21:39.134960
Poor
Yes
Rarely
Condo
1,867
1,193,459
62
Female
15,987
Divorced
3
Master's
Self-Employed
26.671238
Urban
Basic
1
14
818
6
2024-01-08 15:21:39.246098
Poor
Yes
Monthly
Condo
554
1,193,460
64
Male
null
Married
2
Bachelor's
Employed
48.965307
Urban
Comprehensive
null
18
414
7
2024-05-07 15:21:39.191219
Good
No
Weekly
Apartment
430
1,193,461
57
Female
25,514
Married
null
High School
null
10.948877
Rural
Basic
1
19
464
6
2024-02-05 15:21:39.237118
Poor
Yes
Rarely
Condo
757
1,193,462
29
Female
null
Married
0
High School
Self-Employed
36.64382
Suburban
Premium
2
2
353
6
2022-10-07 15:21:39.155231
Good
Yes
Weekly
House
948
1,193,463
57
Male
5,579
Divorced
4
PhD
null
14.988839
Suburban
Basic
0
12
490
2
2022-06-30 15:21:39.204790
Poor
Yes
Rarely
Condo
408
1,193,464
24
Female
24,182
Divorced
3
Master's
Employed
14.252625
Suburban
Premium
1
18
null
2
2022-04-29 15:21:39.144722
Average
Yes
Rarely
Condo
3,788
1,193,465
54
Male
73,518
Married
3
Master's
Self-Employed
39.889434
Urban
Comprehensive
null
1
381
1
2022-03-01 15:21:39.237118
Average
No
Daily
Apartment
710
1,193,466
54
Male
30,213
Married
0
PhD
Self-Employed
24.458831
Suburban
Comprehensive
2
4
613
7
2022-12-15 15:21:39.122134
Good
No
Daily
Condo
1,664
1,193,467
23
Female
135,726
Single
3
High School
Unemployed
25.273061
Suburban
Basic
0
3
468
5
2019-11-28 15:21:39.122134
Poor
Yes
Weekly
Condo
285
1,193,468
40
Male
46,934
Married
null
Bachelor's
null
37.013596
Urban
Premium
0
15
308
8
2024-05-03 15:21:39.134960
Poor
No
Monthly
House
928
1,193,469
47
Female
8,077
Divorced
0
High School
null
39.715672
Urban
Comprehensive
1
7
532
2
2020-08-24 15:21:39.147735
Good
Yes
Weekly
House
482
1,193,470
60
Male
87,042
Single
2
High School
null
8.085474
Urban
Premium
null
16
388
3
2020-12-22 15:21:39.098696
Poor
No
Daily
House
592
1,193,471
50
Male
20,361
Married
1
PhD
Employed
29.906348
Urban
Premium
null
17
590
6
2022-10-09 15:21:39.222387
Good
Yes
Weekly
Apartment
763
1,193,472
42
Male
24,642
Divorced
4
Master's
Employed
32.717099
Suburban
Premium
0
0
656
4
2022-12-03 15:21:39.196387
Average
No
Monthly
Apartment
573
1,193,473
23
Male
45,953
Divorced
4
High School
null
31.00587
Urban
Premium
1
4
551
5
2020-08-30 15:21:39.257696
Average
No
Rarely
Apartment
1,414
1,193,474
20
Female
19,640
Married
4
High School
Self-Employed
35.687618
Rural
Basic
1
14
752
9
2023-05-18 15:21:39.202448
Good
No
Monthly
Apartment
822
1,193,475
42
Male
35,113
Divorced
4
Bachelor's
Employed
18.527507
Rural
Comprehensive
1
14
751
5
2021-02-27 15:21:39.263607
Poor
Yes
Daily
Condo
855
1,193,476
64
Male
9,266
Single
0
PhD
Employed
34.189847
Rural
Premium
null
6
371
8
2022-05-23 15:21:39.196387
Good
No
Daily
House
808
1,193,477
59
Male
66,481
Married
4
Bachelor's
Unemployed
13.066646
Urban
Basic
null
7
346
7
2021-06-12 15:21:39.237118
Poor
No
Monthly
House
1,328
1,193,478
22
Male
17,001
Single
1
High School
Employed
17.977831
Rural
Basic
2
4
542
4
2022-11-24 15:21:39.085129
Poor
No
Monthly
Apartment
1,514
1,193,479
39
Female
30,636
Divorced
4
PhD
Self-Employed
28.189896
Rural
Basic
0
11
443
5
2023-11-06 15:21:39.237118
Poor
Yes
Daily
House
343
1,193,480
41
Female
117,474
Divorced
0
High School
Unemployed
27.535845
Suburban
Basic
null
3
623
6
2021-10-11 15:21:39.097737
Poor
No
Weekly
Condo
151
1,193,481
33
Female
36,629
Married
1
Master's
Self-Employed
34.755797
Rural
Premium
1
6
475
7
2022-10-28 15:21:39.261856
Good
Yes
Weekly
House
293
1,193,482
58
Male
96,636
Married
1
PhD
Unemployed
45.356313
Suburban
Basic
null
13
491
1
2024-05-06 15:21:39.192212
Good
Yes
Rarely
Apartment
1,853
1,193,483
19
Male
null
Married
2
High School
null
10.958159
Urban
Basic
null
5
704
3
2023-08-09 15:21:39.155231
Average
Yes
Monthly
Condo
130
1,193,484
27
Male
113,335
Married
2
PhD
Self-Employed
33.753825
Rural
Comprehensive
1
5
477
5
2022-03-16 15:21:39.191219
null
No
Daily
Apartment
966
1,193,485
43
Male
45,297
Married
3
Master's
Unemployed
35.543109
Rural
Comprehensive
0
7
567
5
2020-03-26 15:21:39.119168
Good
Yes
Weekly
Condo
977
1,193,486
31
Male
32,813
Single
3
PhD
null
38.331453
Suburban
Basic
0
13
null
3
2021-05-30 15:21:39.134960
Poor
Yes
Weekly
House
973
1,193,487
55
Male
2,489
Divorced
1
High School
Self-Employed
19.918025
Rural
Premium
null
14
332
1
2024-06-05 15:21:39.150730
Average
No
Monthly
Condo
484
1,193,488
44
Male
45,468
Divorced
0
Bachelor's
null
18.764144
Urban
Premium
2
18
507
4
2022-06-20 15:21:39.134960
Poor
No
Rarely
Apartment
467
1,193,489
28
Female
33,749
Married
1
PhD
null
27.810046
Rural
Premium
null
0
318
7
2023-07-04 15:21:39.259648
Good
No
Monthly
Condo
2,305
1,193,490
44
Male
14,862
Single
1
PhD
Employed
50.849344
Suburban
Basic
2
15
657
6
2023-08-22 15:21:39.092127
Good
Yes
Rarely
Apartment
25
1,193,491
55
Male
22,039
Single
3
Bachelor's
Unemployed
36.388414
Suburban
Comprehensive
1
15
677
5
2024-02-18 15:21:39.190215
Poor
No
Daily
Apartment
890
1,193,492
36
Male
38,782
Married
4
PhD
Self-Employed
31.485737
Rural
Premium
1
19
845
3
2020-02-10 15:21:39.086123
Good
No
Daily
Condo
513
1,193,493
23
Female
709
Married
1
Bachelor's
null
10.848615
Rural
Basic
0
13
721
1
2021-08-04 15:21:39.219432
Good
Yes
Rarely
Condo
182
1,193,494
26
Male
89,859
Single
2
Bachelor's
null
51.828162
Rural
Basic
null
12
652
3
2024-05-11 15:21:39.281787
Poor
Yes
Monthly
House
1,258
1,193,495
39
Male
73,575
Married
4
High School
Unemployed
50.813104
Suburban
Comprehensive
2
0
718
4
2022-08-15 15:21:39.134960
Poor
No
Daily
House
1,022
1,193,496
64
Female
93,450
Divorced
null
Bachelor's
Unemployed
39.70697
Suburban
Comprehensive
1
18
642
9
2021-01-18 15:21:39.244069
Average
Yes
Daily
Apartment
100
1,193,497
53
Male
147,567
Single
null
PhD
Self-Employed
42.844135
Urban
Basic
null
16
377
4
2019-09-15 15:21:39.134960
Good
Yes
Daily
Condo
583
1,193,498
63
Female
12,097
Divorced
4
High School
null
20.828891
Rural
Basic
null
17
726
4
2023-05-18 15:21:39.092127
Poor
Yes
Weekly
House
515
1,193,499
34
Female
25,889
Married
0
PhD
Self-Employed
null
Urban
Comprehensive
null
1
684
6
2020-03-19 15:21:39.219432
Average
No
Weekly
House
557