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
49,300
62
Male
36,086
Single
1
Bachelor's
Unemployed
34.982528
Urban
Basic
2
6
694
1
2020-02-20 15:21:39.134960
Good
Yes
Monthly
House
3,124
49,301
41
Male
38,399
Single
0
Master's
Unemployed
43.283337
Rural
Premium
1
2
442
7
2023-04-22 15:21:39.090124
Poor
No
Weekly
Condo
843
49,302
20
Female
482
Married
0
High School
null
15.147715
Urban
Premium
1
17
686
2
2021-12-22 15:21:39.252145
Good
Yes
Rarely
Condo
2,289
49,303
59
Male
1,166
Divorced
null
PhD
Unemployed
null
Rural
Basic
3
19
735
2
2023-11-09 15:21:39.166062
Average
Yes
Monthly
Apartment
2,262
49,304
64
Male
44,763
Married
1
PhD
null
14.848439
Rural
Basic
0
4
535
6
2020-08-25 15:21:39.134960
Good
No
Weekly
House
1,174
49,305
50
Male
12,051
Single
null
Master's
Employed
18.636581
Urban
Premium
0
17
541
6
2020-08-28 15:21:39.237118
Good
No
Monthly
Condo
1,363
49,306
37
Female
38,119
Married
1
High School
Self-Employed
8.927561
Rural
Premium
2
8
341
6
2022-08-29 15:21:39.269494
Good
Yes
Weekly
House
1,824
49,307
32
Male
36,316
Divorced
3
Master's
Self-Employed
12.18983
Suburban
Comprehensive
1
8
612
3
2020-06-27 15:21:39.173834
Poor
Yes
Weekly
Condo
1,137
49,308
62
Female
23,168
Divorced
0
High School
Unemployed
48.889948
Urban
Basic
0
9
639
5
2023-04-24 15:21:39.267454
Poor
No
Daily
House
484
49,309
31
Female
2,470
Divorced
0
High School
Self-Employed
30.249834
Suburban
Comprehensive
1
8
null
2
2020-11-03 15:21:39.192212
Good
Yes
Daily
Apartment
3,347
49,310
44
Female
3,837
Divorced
null
Bachelor's
Unemployed
30.769744
Urban
Comprehensive
1
4
443
5
2024-05-14 15:21:39.261856
Average
No
Monthly
House
1,616
49,311
45
Female
62,470
Married
2
PhD
Unemployed
19.003378
Rural
Premium
1
11
415
1
2021-11-02 15:21:39.237118
Good
No
Monthly
House
1,233
49,312
54
Male
46,119
Married
3
Bachelor's
Employed
19.848858
Rural
Basic
1
15
785
9
2022-08-11 15:21:39.155231
Poor
No
Daily
Condo
2,468
49,313
35
Female
3,908
Divorced
4
High School
Unemployed
44.393324
Rural
Premium
null
2
393
7
2020-11-25 15:21:39.114118
Average
Yes
Weekly
House
1,436
49,314
36
Female
28,182
Married
0
High School
null
32.070567
Rural
Comprehensive
2
15
541
8
2019-12-13 15:21:39.254678
Good
Yes
Monthly
Condo
893
49,315
24
Male
74,971
Divorced
0
PhD
Unemployed
21.593821
Rural
Premium
null
16
423
6
2024-01-22 15:21:39.129190
Poor
Yes
Rarely
House
50
49,316
20
Female
40,937
Divorced
0
Bachelor's
Employed
19.5947
Rural
Basic
null
19
651
7
2020-11-07 15:21:39.134960
null
No
Weekly
Apartment
828
49,317
49
Male
129,169
Divorced
3
Master's
null
48.58643
Urban
Premium
1
6
302
6
2021-11-20 15:21:39.265513
Good
No
Monthly
Condo
513
49,318
59
Male
73,535
Single
0
Bachelor's
Self-Employed
37.363162
Suburban
Comprehensive
4
2
729
9
2022-12-31 15:21:39.246098
Average
Yes
Weekly
Apartment
2,558
49,319
56
Female
38,958
Single
1
Master's
null
40.782296
Suburban
Comprehensive
0
13
694
9
2023-05-03 15:21:39.134960
Poor
Yes
Monthly
House
1,786
49,320
30
Male
70,567
Single
3
Master's
Employed
23.776775
Urban
Premium
3
15
790
7
2023-05-27 15:21:39.143708
Poor
Yes
Monthly
Apartment
3,467
49,321
36
Female
27,863
Divorced
0
Bachelor's
null
34.63626
Rural
Premium
2
0
764
3
2023-10-04 15:21:39.274993
Poor
Yes
Weekly
House
1,068
49,322
23
Female
29,152
Divorced
2
High School
Employed
12.597989
Suburban
Premium
1
12
456
7
2023-10-27 15:21:39.261856
Good
No
Weekly
Apartment
843
49,323
35
Female
20,062
Single
3
PhD
Employed
11.094937
Suburban
Comprehensive
null
15
717
5
2021-10-22 15:21:39.192212
Good
Yes
Monthly
Condo
3,138
49,324
29
Female
9,108
Divorced
4
Bachelor's
Unemployed
19.361815
Urban
Basic
1
2
695
9
2021-06-04 15:21:39.099739
Poor
No
Weekly
House
671
49,325
63
Female
11,475
Single
3
Bachelor's
Self-Employed
17.619277
Urban
Basic
null
3
539
4
2024-06-22 15:21:39.226954
Good
No
Weekly
House
439
49,326
49
Female
16,069
Married
null
Master's
Unemployed
14.262045
Suburban
Basic
2
11
644
2
2021-05-25 15:21:39.237118
Good
No
Weekly
Condo
886
49,327
39
Male
1,213
Single
1
High School
null
32.965307
Suburban
Comprehensive
2
8
417
4
2022-09-29 15:21:39.261856
Average
No
Weekly
Apartment
301
49,328
61
Male
51,899
Married
null
PhD
Self-Employed
36.59683
Suburban
Premium
null
16
308
8
2021-03-05 15:21:39.278402
Average
Yes
Monthly
House
805
49,329
38
Male
149,894
Divorced
0
Bachelor's
null
14.839091
Suburban
Comprehensive
1
14
445
7
2021-04-19 15:21:39.274993
Good
Yes
Monthly
Condo
1,310
49,330
49
Male
33,408
Divorced
2
Bachelor's
Employed
33.793772
Urban
Basic
1
4
849
5
2021-09-02 15:21:39.251142
Good
Yes
Daily
Condo
551
49,331
20
Female
45,449
Divorced
4
PhD
Self-Employed
17.988702
Suburban
Premium
0
17
804
3
2019-09-21 15:21:39.092127
Poor
No
Daily
Apartment
112
49,332
48
Male
68,199
Married
2
High School
null
37.612033
Suburban
Premium
1
19
828
4
2023-06-04 15:21:39.252145
Poor
No
Weekly
Apartment
294
49,333
44
Female
28,170
Married
3
PhD
Self-Employed
8.685535
Urban
Basic
3
14
null
2
2023-07-16 15:21:39.221386
Average
No
Daily
House
2,543
49,334
61
Female
47,664
Married
null
Master's
Employed
45.00775
Urban
Comprehensive
0
2
336
4
2019-09-12 15:21:39.122134
Average
Yes
Daily
Apartment
543
49,335
44
Female
93,989
Married
1
Bachelor's
Self-Employed
42.815319
Suburban
Comprehensive
2
10
619
1
2020-11-22 15:21:39.289099
Good
Yes
Daily
House
2,074
49,336
42
Female
null
Divorced
4
Master's
Self-Employed
12.818394
Rural
Comprehensive
2
0
683
3
2024-01-26 15:21:39.246098
Good
Yes
Monthly
Condo
2,615
49,337
41
Female
18,041
Single
3
High School
Unemployed
50.85745
Rural
Comprehensive
null
13
678
7
2019-11-23 15:21:39.213373
Average
Yes
Rarely
Apartment
1,793
49,338
33
Female
142,367
Married
4
High School
Employed
31.717355
Rural
Basic
1
16
372
7
2024-04-14 15:21:39.146733
Poor
No
Monthly
House
1,054
49,339
25
Female
26,761
Divorced
2
Bachelor's
Employed
20.494718
Suburban
Comprehensive
null
10
569
2
2023-01-23 15:21:39.247098
Good
No
Monthly
Condo
1,423
49,340
49
Male
55,475
Single
0
PhD
Unemployed
15.123617
Rural
Comprehensive
0
3
351
1
2021-02-21 15:21:39.175719
Poor
No
Monthly
House
1,390
49,341
43
Male
14,054
Single
3
Master's
Self-Employed
28.397532
Rural
Basic
null
10
651
7
2020-11-25 15:21:39.134960
Poor
Yes
Rarely
House
546
49,342
30
Female
45,303
Married
4
PhD
null
21.48574
Urban
Comprehensive
null
11
508
3
2020-08-27 15:21:39.143708
Average
Yes
Monthly
House
753
49,343
19
Female
62,869
Married
0
PhD
Unemployed
22.836785
Urban
Comprehensive
null
12
354
6
2019-09-04 15:21:39.134960
Good
No
Weekly
House
847
49,344
55
Male
15,962
Divorced
0
Bachelor's
Self-Employed
27.879164
Suburban
Premium
2
8
727
6
2021-04-25 15:21:39.147735
Average
Yes
Daily
House
616
49,345
62
Female
null
Single
4
Master's
null
17.517438
Rural
Basic
2
13
797
9
2020-04-06 15:21:39.194829
Average
No
Monthly
Condo
3,568
49,346
29
Male
null
Divorced
2
PhD
null
null
Suburban
Comprehensive
1
9
634
7
2020-12-20 15:21:39.102694
Good
Yes
Weekly
Apartment
393
49,347
51
Male
18,054
Divorced
2
PhD
Employed
19.29334
Suburban
Comprehensive
null
18
518
6
2021-12-11 15:21:39.155231
Poor
No
Weekly
Apartment
1,010
49,348
41
Female
1,148
Single
3
Bachelor's
Self-Employed
38.697909
Urban
Basic
1
14
841
6
2019-08-20 15:21:39.269494
Average
No
Weekly
House
482
49,349
18
Female
25,983
Single
4
Master's
Unemployed
18.023715
Rural
Basic
0
10
713
7
2023-11-24 15:21:39.182597
null
No
Weekly
House
1,432
49,350
62
Male
24,527
Single
0
High School
null
9.741965
Suburban
Basic
0
12
null
7
2020-10-15 15:21:39.185215
Good
Yes
Rarely
Apartment
415
49,351
18
Female
81,454
Married
2
Bachelor's
Unemployed
43.539264
Suburban
Basic
3
11
328
7
2022-05-23 15:21:39.124659
Poor
No
Rarely
Condo
118
49,352
20
Female
44,607
Single
4
PhD
Unemployed
34.52768
Rural
Basic
null
10
522
5
2024-02-27 15:21:39.237118
Average
No
Daily
Apartment
1,605
49,353
29
Male
77,942
Single
3
PhD
Self-Employed
12.054914
Rural
Basic
null
0
590
8
2022-10-11 15:21:39.182597
null
Yes
Weekly
Apartment
2,610
49,354
47
Male
35,095
Divorced
3
Master's
Self-Employed
25.96449
Urban
Premium
null
9
638
2
2023-08-19 15:21:39.097737
Poor
Yes
Monthly
Apartment
650
49,355
54
Female
16,878
Divorced
0
High School
Employed
37.788336
Rural
Basic
0
2
826
6
2023-06-24 15:21:39.085129
Good
No
Weekly
Apartment
168
49,356
51
Male
63,921
Divorced
0
PhD
null
7.925937
Rural
Comprehensive
1
13
812
3
2021-04-23 15:21:39.272456
Average
No
Monthly
Apartment
80
49,357
24
Male
9,868
Single
0
High School
Self-Employed
41.894711
Urban
Basic
3
5
null
9
2022-10-05 15:21:39.118178
Poor
Yes
Monthly
Condo
591
49,358
41
Male
17,784
Married
0
Bachelor's
Employed
14.457078
Urban
Premium
1
12
721
3
2022-01-13 15:21:39.134960
Average
Yes
Daily
Apartment
632
49,359
58
Female
53,437
Divorced
2
PhD
Self-Employed
38.131981
Rural
Basic
1
9
588
5
2022-01-24 15:21:39.216387
Good
Yes
Weekly
Condo
238
49,360
29
Male
7,151
Single
3
High School
null
23.654423
Urban
Comprehensive
1
8
805
3
2021-05-23 15:21:39.237118
Good
Yes
Rarely
Condo
2,953
49,361
52
Female
41,628
Divorced
1
PhD
Unemployed
13.926849
Urban
Basic
2
9
616
2
2023-11-24 15:21:39.155231
Poor
Yes
Daily
Apartment
142
49,362
27
Female
28,650
Married
null
Bachelor's
Employed
36.168567
Urban
Comprehensive
3
11
null
4
2019-08-25 15:21:39.220389
Poor
No
Daily
House
3,079
49,363
39
Male
24,000
Divorced
0
High School
Employed
21.878372
Rural
Premium
0
8
null
8
2023-05-02 15:21:39.175719
Poor
Yes
Rarely
House
3,348
49,364
18
Female
20,343
Single
3
PhD
Unemployed
4.662284
Suburban
Premium
null
10
769
1
2022-07-22 15:21:39.189223
Poor
No
Monthly
Condo
979
49,365
45
Female
228
Divorced
2
Bachelor's
null
25.670121
Rural
Basic
null
9
773
7
2024-07-11 15:21:39.202448
Average
Yes
Weekly
House
1,124
49,366
52
Male
56,413
Married
4
High School
Self-Employed
null
Rural
Comprehensive
null
13
554
3
2019-09-06 15:21:39.146733
Poor
No
Daily
Apartment
25
49,367
58
Female
43,878
Married
4
Master's
Unemployed
30.162223
Rural
Comprehensive
null
14
743
3
2021-02-27 15:21:39.134960
Good
No
Rarely
Apartment
857
49,368
36
Male
16,293
Married
0
Bachelor's
null
36.687725
Urban
Comprehensive
0
16
394
6
2023-05-03 15:21:39.257696
Good
Yes
Daily
Condo
1,911
49,369
47
Female
23,087
Married
null
PhD
Unemployed
38.4943
Rural
Comprehensive
3
8
771
3
2020-07-01 15:21:39.098696
Poor
No
Monthly
Apartment
1,173
49,370
64
Female
45,348
Married
0
PhD
Self-Employed
24.051517
Urban
Premium
null
13
null
6
2023-08-06 15:21:39.130190
Poor
No
Rarely
Condo
1,772
49,371
64
Male
26,668
Single
1
Master's
Self-Employed
null
Suburban
Basic
2
8
716
4
2021-08-23 15:21:39.101733
Good
Yes
Monthly
Apartment
967
49,372
42
Female
46,882
Married
3
Bachelor's
null
3.98301
Suburban
Comprehensive
1
4
398
7
2021-12-21 15:21:39.198406
Good
Yes
Daily
House
964
49,373
62
Male
18,340
Divorced
1
Master's
Unemployed
29.95317
Suburban
Comprehensive
1
6
618
1
2024-01-02 15:21:39.261856
Good
No
Daily
Condo
962
49,374
42
Female
21,474
Married
2
Bachelor's
Self-Employed
34.452887
Rural
Basic
null
8
742
9
2020-01-26 15:21:39.111551
Average
No
Daily
Condo
1,926
49,375
58
Female
4,067
Married
3
High School
Employed
7.381038
Suburban
Comprehensive
1
12
439
6
2022-01-31 15:21:39.269494
Poor
No
Weekly
Apartment
4,566
49,376
19
Female
38,152
Divorced
2
High School
null
34.933578
Rural
Comprehensive
0
9
811
8
2021-08-16 15:21:39.214388
Average
No
Weekly
Condo
1,543
49,377
18
Male
9,077
Married
4
PhD
null
13.372514
Urban
Premium
3
9
622
8
2020-05-23 15:21:39.237118
Poor
No
Monthly
Apartment
893
49,378
47
Male
5,848
Single
0
Bachelor's
Self-Employed
19.05447
Rural
Basic
null
18
484
3
2022-02-24 15:21:39.219432
Average
Yes
Monthly
House
669
49,379
41
Male
3,637
null
1
High School
null
16.638963
Urban
Premium
1
14
505
5
2020-03-02 15:21:39.176717
Poor
No
Daily
Condo
542
49,380
41
Male
35,000
Married
4
Master's
Self-Employed
8.097286
Suburban
Premium
1
11
524
4
2020-10-24 15:21:39.216387
Poor
Yes
Weekly
Apartment
1,246
49,381
45
Female
48,446
Divorced
3
Master's
null
9.50647
Suburban
Premium
null
19
554
3
2022-01-16 15:21:39.205850
Good
No
Weekly
Condo
380
49,382
26
Female
40,136
Single
0
Master's
Unemployed
27.097131
Suburban
Premium
1
8
797
2
2020-06-24 15:21:39.237118
Average
No
Weekly
House
3,658
49,383
28
Male
14,983
Married
null
High School
null
null
Rural
Basic
0
13
null
2
2020-09-06 15:21:39.247098
Average
Yes
Rarely
House
589
49,384
19
Female
26,296
Married
1
PhD
null
49.507324
Suburban
Comprehensive
1
7
585
9
2022-10-07 15:21:39.181605
Good
No
Monthly
House
910
49,385
27
Male
23,245
Single
4
Master's
null
35.987825
Suburban
Comprehensive
0
13
null
8
2023-01-06 15:21:39.085129
Good
Yes
Monthly
Condo
574
49,386
24
Female
43,936
Married
3
High School
Self-Employed
31.16058
Urban
Comprehensive
null
13
805
5
2023-10-19 15:21:39.155231
Poor
Yes
Monthly
House
1,238
49,387
44
Female
28,321
Single
3
Master's
null
null
Suburban
Comprehensive
null
6
602
5
2021-12-23 15:21:39.155231
Poor
Yes
Rarely
House
3,138
49,388
50
Female
85,935
Married
3
High School
Unemployed
40.854678
Rural
Comprehensive
0
4
449
1
2021-01-23 15:21:39.134960
Average
No
Rarely
Condo
965
49,389
57
Male
75,576
Single
0
Master's
null
46.616949
Suburban
Comprehensive
2
15
766
1
2024-04-01 15:21:39.082499
Poor
No
Monthly
Condo
115
49,390
62
Female
3,740
Single
4
High School
null
15.838799
Urban
Premium
null
1
571
2
2023-09-26 15:21:39.261856
Good
Yes
Rarely
House
3,246
49,391
43
Female
74,893
Married
2
PhD
null
44.45376
Suburban
Basic
1
14
437
1
2021-04-25 15:21:39.237118
Average
Yes
Rarely
Apartment
2,222
49,392
38
Female
null
Single
1
PhD
Unemployed
19.1537
Rural
Basic
0
17
401
6
2021-01-13 15:21:39.237118
Good
No
Daily
Condo
744
49,393
26
Female
6,042
Single
null
Master's
null
24.566193
Urban
Basic
null
0
503
4
2023-07-09 15:21:39.253660
Good
No
Daily
Condo
719
49,394
20
Female
55,876
Married
null
High School
null
11.991064
Rural
Basic
2
15
307
1
2022-08-28 15:21:39.088124
null
No
Rarely
House
598
49,395
23
Male
3,553
Married
1
Bachelor's
Unemployed
33.924407
Rural
Comprehensive
0
3
731
6
2019-10-24 15:21:39.110557
Good
No
Monthly
Apartment
125
49,396
23
Male
null
Divorced
2
Master's
Self-Employed
14.177907
Urban
Basic
null
18
609
1
2019-11-16 15:21:39.249100
Average
Yes
Monthly
Condo
67
49,397
56
Male
27,961
Married
4
Bachelor's
null
20.938843
Urban
Premium
0
18
472
1
2023-12-24 15:21:39.155231
Average
No
Rarely
Condo
869
49,398
34
Male
9,468
Married
3
Bachelor's
Employed
36.619775
Urban
Comprehensive
1
10
403
4
2021-12-14 15:21:39.088124
Average
Yes
Weekly
Condo
872
49,399
18
Female
14,018
Married
3
High School
Self-Employed
35.881311
Suburban
Premium
0
19
441
2
2022-03-12 15:21:39.111551
Good
No
Monthly
Apartment
876