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
24,300
29
Male
56,475
Divorced
0
Master's
Employed
11.353434
Rural
Premium
3
10
388
8
2021-04-10 15:21:39.134960
Good
Yes
Daily
Condo
676
24,301
53
Male
20,897
Married
2
PhD
null
23.71263
Urban
Premium
null
18
350
4
2021-12-01 15:21:39.237118
Average
No
Rarely
Condo
519
24,302
32
Male
10,881
Married
4
Bachelor's
Employed
29.341211
Suburban
Premium
0
16
536
6
2021-01-16 15:21:39.281787
Good
Yes
Monthly
House
1,572
24,303
21
Female
71,743
Married
null
PhD
Self-Employed
27.236541
Rural
Basic
0
17
392
8
2021-08-22 15:21:39.201446
Average
Yes
Daily
Apartment
187
24,304
58
Male
28,503
Divorced
4
Master's
null
43.977434
Urban
Comprehensive
0
5
811
7
2022-06-19 15:21:39.246098
Poor
Yes
Daily
Condo
1,130
24,305
38
Male
83,385
Single
null
PhD
Self-Employed
45.259419
Suburban
Basic
3
7
484
3
2023-05-15 15:21:39.175719
Average
No
Daily
Condo
112
24,306
57
Male
null
Married
4
Bachelor's
Unemployed
null
Suburban
Basic
0
2
490
7
2019-12-29 15:21:39.279729
Average
No
Monthly
Apartment
1,259
24,307
53
Female
27,410
Single
4
PhD
null
15.88389
Urban
Comprehensive
0
19
505
3
2024-04-20 15:21:39.237118
Good
Yes
Monthly
Apartment
2,514
24,308
58
Male
24,605
Married
0
Bachelor's
Unemployed
35.261826
Urban
Basic
1
1
665
1
2021-06-20 15:21:39.191219
Average
Yes
Rarely
Condo
710
24,309
30
Male
9,961
Married
1
High School
Employed
35.948493
Suburban
Comprehensive
1
10
null
7
2021-04-19 15:21:39.263607
Good
No
Rarely
Condo
1,133
24,310
37
Female
null
Married
2
PhD
Employed
47.89868
Suburban
Comprehensive
1
3
391
6
2019-12-17 15:21:39.254678
Average
Yes
Daily
Condo
2,895
24,311
26
Male
35,318
Married
0
Master's
Unemployed
21.876237
Rural
Comprehensive
1
19
769
6
2023-07-29 15:21:39.096739
Good
Yes
Monthly
Apartment
2,177
24,312
50
Male
43,824
Divorced
1
Bachelor's
Employed
17.939176
Suburban
Premium
null
10
539
2
2021-12-14 15:21:39.130190
Average
No
Daily
Condo
1,046
24,313
58
Female
11,761
Single
null
PhD
Unemployed
16.76268
Urban
Comprehensive
2
5
687
6
2024-03-04 15:21:39.204790
Poor
Yes
Rarely
Condo
963
24,314
56
Female
3,126
Married
2
PhD
null
45.066527
Rural
Comprehensive
3
9
572
7
2023-02-03 15:21:39.134960
Poor
Yes
Monthly
Condo
619
24,315
61
Female
22,289
Single
0
PhD
Self-Employed
20.379868
Suburban
Comprehensive
2
12
660
7
2023-03-30 15:21:39.155231
Average
Yes
Monthly
House
546
24,316
49
Female
8,892
Married
0
High School
Self-Employed
35.594879
Suburban
Comprehensive
null
0
696
9
2022-01-21 15:21:39.278402
Average
No
Daily
Apartment
2,764
24,317
25
Female
44,100
Single
1
PhD
Unemployed
22.168062
Urban
Comprehensive
0
0
null
3
2023-09-18 15:21:39.254678
Average
No
Monthly
Apartment
581
24,318
20
Female
29,071
Married
1
PhD
null
15.570627
Suburban
Premium
1
14
827
6
2021-07-07 15:21:39.168099
Poor
No
Rarely
Condo
449
24,319
33
Male
964
Single
2
High School
Unemployed
7.746381
Rural
Premium
2
0
752
8
2019-09-17 15:21:39.237118
Poor
Yes
Weekly
House
2,084
24,320
54
Female
43,463
Single
3
PhD
Employed
17.927506
Urban
Premium
0
16
624
4
2022-07-02 15:21:39.155231
Good
No
Monthly
Apartment
1,618
24,321
64
Male
20,300
Single
1
Bachelor's
null
12.81138
Rural
Basic
1
1
470
8
2023-04-28 15:21:39.165120
Poor
No
Monthly
Condo
24
24,322
26
Female
79,973
Single
4
Bachelor's
null
14.542439
Urban
Basic
0
8
848
2
2024-01-15 15:21:39.090124
Poor
No
Daily
Apartment
208
24,323
47
Female
73,568
Divorced
3
Bachelor's
null
28.261708
Urban
Premium
0
13
438
6
2019-09-15 15:21:39.211806
Good
No
Daily
House
1,263
24,324
29
Male
38,724
Single
2
Master's
Employed
25.140954
Rural
Comprehensive
0
0
387
9
2023-02-10 15:21:39.086123
Poor
Yes
Daily
Apartment
1,324
24,325
41
Female
3,815
Single
4
Master's
null
23.788903
Urban
Basic
1
12
581
8
2023-02-20 15:21:39.208842
Average
No
Monthly
House
2,294
24,326
33
Male
null
Divorced
null
Bachelor's
Unemployed
20.946126
Rural
Basic
0
14
355
9
2021-07-19 15:21:39.111551
Good
Yes
Daily
Apartment
1,515
24,327
21
Female
15,558
Single
1
Bachelor's
null
35.648315
Rural
Basic
null
4
408
2
2022-12-05 15:21:39.119168
Average
Yes
Weekly
Condo
2,104
24,328
64
Female
5,568
Divorced
1
PhD
Self-Employed
17.642287
Urban
Basic
0
2
685
6
2021-10-12 15:21:39.207847
Average
Yes
Monthly
House
513
24,329
46
Female
26,504
Single
0
PhD
Self-Employed
9.766966
Suburban
Premium
2
10
767
2
2020-09-05 15:21:39.149731
Poor
Yes
Monthly
House
723
24,330
27
Female
3,523
Married
0
Master's
Employed
19.973551
Suburban
Comprehensive
2
16
783
9
2021-03-31 15:21:39.174719
Poor
No
Weekly
House
603
24,331
44
Female
758
Divorced
0
High School
null
null
Rural
Comprehensive
1
5
603
8
2022-07-28 15:21:39.172097
Average
No
Weekly
Condo
1,255
24,332
63
Male
43,949
Single
4
Master's
Employed
15.717159
Rural
Basic
0
16
454
1
2022-04-11 15:21:39.190215
Average
No
Weekly
House
1,204
24,333
53
Female
9,092
Single
0
PhD
Employed
21.354466
Rural
Premium
null
17
643
4
2020-03-15 15:21:39.237118
Average
No
Weekly
Apartment
565
24,334
43
Female
105,793
Divorced
3
Bachelor's
Self-Employed
45.910077
Rural
Comprehensive
1
2
517
3
2021-02-15 15:21:39.285112
Good
Yes
Weekly
Condo
177
24,335
46
Female
null
Single
4
Master's
Self-Employed
null
Urban
Premium
3
17
468
8
2021-11-16 15:21:39.268507
Poor
Yes
Weekly
House
834
24,336
24
Female
null
Married
2
PhD
Self-Employed
32.253354
Urban
Premium
2
19
637
1
2022-02-04 15:21:39.226954
Good
No
Weekly
House
40
24,337
63
Female
6,862
Single
null
Master's
Self-Employed
null
Suburban
Premium
2
10
668
8
2022-03-28 15:21:39.147735
Average
Yes
Daily
House
792
24,338
25
Male
29,585
Married
3
High School
Unemployed
41.95091
Suburban
Premium
null
16
784
9
2023-07-03 15:21:39.274993
Average
Yes
Daily
Condo
1,115
24,339
44
Female
12,077
Married
4
PhD
Self-Employed
8.823014
Suburban
Premium
null
10
652
4
2023-06-15 15:21:39.219432
Poor
No
Daily
House
817
24,340
37
Female
3,947
Single
3
PhD
Self-Employed
21.774275
Rural
Basic
2
10
null
8
2022-08-11 15:21:39.104139
Average
No
Weekly
House
654
24,341
24
Male
76,618
Married
4
Master's
Unemployed
22.769291
Urban
Comprehensive
2
7
588
8
2023-01-28 15:21:39.211806
Average
Yes
Rarely
Condo
295
24,342
29
Male
27,204
Married
4
High School
Employed
11.908989
Urban
Premium
null
6
null
7
2022-12-08 15:21:39.271453
Good
No
Monthly
House
816
24,343
38
Female
59,819
Divorced
0
PhD
Unemployed
9.39853
Suburban
Comprehensive
null
14
736
3
2020-07-07 15:21:39.134960
Good
No
Monthly
Apartment
45
24,344
48
Female
12,709
Married
4
High School
Self-Employed
22.878018
Suburban
Premium
1
12
772
8
2020-02-17 15:21:39.155231
Good
No
Weekly
House
1,752
24,345
61
Female
1,213
Married
0
Bachelor's
Self-Employed
16.94516
Urban
Basic
1
12
552
5
2022-11-09 15:21:39.134960
Good
Yes
Rarely
House
45
24,346
25
Male
34,950
Divorced
null
Master's
Employed
39.619945
Rural
Basic
null
18
649
7
2023-09-13 15:21:39.177724
Average
Yes
Monthly
Condo
24
24,347
64
Male
68,637
Divorced
3
Master's
Self-Employed
16.827258
Rural
Comprehensive
1
12
392
9
2020-08-19 15:21:39.171102
Good
Yes
Weekly
Apartment
303
24,348
54
Female
8,098
Married
3
Bachelor's
Self-Employed
27.818233
Suburban
Comprehensive
1
17
661
2
2021-11-22 15:21:39.273973
Poor
Yes
Rarely
Apartment
659
24,349
57
Female
44,003
Divorced
1
Bachelor's
Unemployed
32.716155
Urban
Premium
0
16
456
9
2020-11-22 15:21:39.253660
Average
No
Monthly
Apartment
823
24,350
35
Male
30,226
Divorced
1
Bachelor's
Unemployed
38.996485
Rural
Premium
2
18
564
8
2023-10-28 15:21:39.264504
Average
Yes
Daily
Condo
2,211
24,351
58
Male
null
Married
3
High School
null
10.982307
Rural
Premium
1
15
null
3
2022-06-19 15:21:39.254678
Poor
Yes
Weekly
Condo
150
24,352
33
Male
15,865
Single
0
High School
null
20.96651
Rural
Premium
1
0
742
8
2023-06-26 15:21:39.155231
Good
Yes
Rarely
Apartment
1,694
24,353
52
Male
18,693
Divorced
0
PhD
Employed
32.17351
Urban
Comprehensive
null
10
528
3
2024-01-02 15:21:39.155231
Good
No
Weekly
Condo
1,007
24,354
43
Male
8,158
Married
2
High School
null
10.572613
Rural
Premium
1
12
573
2
2021-06-30 15:21:39.146733
Poor
No
Monthly
Apartment
867
24,355
43
Male
2,575
Divorced
2
PhD
Employed
27.034815
Urban
Basic
null
7
511
9
2020-06-18 15:21:39.265513
Good
No
Monthly
Condo
2,144
24,356
20
Female
3,531
Single
4
Master's
null
47.756946
Urban
Premium
0
18
587
5
2020-06-25 15:21:39.149731
Good
Yes
Monthly
House
2,968
24,357
57
Female
29,137
Divorced
2
PhD
Self-Employed
45.994735
Urban
Comprehensive
1
3
685
6
2020-11-30 15:21:39.132191
Poor
Yes
Daily
Condo
577
24,358
26
Female
66,481
Divorced
0
High School
Employed
20.484583
Urban
Basic
2
7
690
6
2024-07-18 15:21:39.185215
null
Yes
Weekly
Condo
1,237
24,359
33
Male
null
Divorced
null
High School
Employed
34.310096
Suburban
Basic
2
2
373
5
2024-01-10 15:21:39.134960
null
Yes
Monthly
House
1,258
24,360
52
Male
81,619
Single
4
High School
Unemployed
6.947298
Suburban
Premium
null
8
328
7
2024-02-19 15:21:39.134960
Average
No
Rarely
Condo
555
24,361
53
Female
48,770
Single
2
High School
null
48.9171
Suburban
Basic
1
3
463
8
2020-04-06 15:21:39.196387
Poor
Yes
Weekly
Condo
365
24,362
28
Male
39,460
Single
0
Bachelor's
Unemployed
5.973
Rural
Basic
2
3
628
5
2022-04-04 15:21:39.155231
Average
Yes
Monthly
Condo
713
24,363
62
Female
121,145
Single
4
High School
Employed
14.829206
Rural
Basic
0
14
538
9
2020-01-14 15:21:39.279729
Good
No
Monthly
Condo
240
24,364
23
Female
33,016
Single
2
High School
Employed
34.824414
Suburban
Comprehensive
1
19
564
2
2024-01-30 15:21:39.214388
Good
Yes
Weekly
Condo
767
24,365
24
Male
62,470
Divorced
4
PhD
Unemployed
34.088467
Suburban
Basic
2
17
380
7
2020-02-12 15:21:39.082499
Good
No
Weekly
Apartment
385
24,366
58
Male
15,886
Married
1
Bachelor's
Self-Employed
45.383392
Urban
Basic
1
15
456
8
2024-01-09 15:21:39.211806
null
Yes
Daily
Condo
2,674
24,367
36
Female
5,148
Single
null
PhD
Employed
26.067138
Suburban
Basic
null
10
629
7
2023-04-01 15:21:39.282785
Poor
Yes
Daily
Apartment
1,899
24,368
58
Male
12,082
Divorced
3
Master's
null
25.902122
Suburban
Basic
1
0
null
8
2022-02-05 15:21:39.080440
Average
Yes
Rarely
Condo
2,750
24,369
41
Male
40,491
Married
null
Bachelor's
Unemployed
31.735631
Suburban
Premium
null
8
647
7
2023-05-19 15:21:39.170099
Poor
Yes
Monthly
Condo
671
24,370
48
Female
27,991
Single
3
Bachelor's
Employed
33.79582
Suburban
Basic
null
19
667
4
2021-01-07 15:21:39.148733
Average
Yes
Daily
House
442
24,371
46
Male
18,103
null
3
High School
null
17.882153
Rural
Comprehensive
null
9
658
2
2021-03-11 15:21:39.237118
null
No
Weekly
Condo
736
24,372
62
Male
30,873
Married
2
Bachelor's
Employed
19.594565
Urban
Basic
null
19
466
9
2022-09-28 15:21:39.237118
Good
No
Weekly
Condo
826
24,373
43
Male
5,091
Married
4
Bachelor's
null
17.683436
Rural
Comprehensive
1
17
532
2
2020-08-29 15:21:39.171102
Poor
Yes
Daily
House
663
24,374
42
Male
83,490
Single
4
High School
Self-Employed
27.262238
Urban
Basic
2
9
641
3
2020-08-14 15:21:39.134960
null
Yes
Monthly
Apartment
49
24,375
51
Female
1,189
Single
4
Master's
Employed
16.069888
Urban
Comprehensive
null
5
432
6
2023-12-27 15:21:39.248098
Poor
Yes
Weekly
Apartment
250
24,376
55
Female
27,123
Divorced
0
Master's
null
30.622942
Urban
Basic
2
17
687
7
2023-12-26 15:21:39.112553
Average
Yes
Rarely
Condo
590
24,377
46
Male
18,264
Single
3
High School
Self-Employed
3.185846
Urban
Comprehensive
null
14
512
6
2022-12-07 15:21:39.120168
Good
Yes
Rarely
Condo
731
24,378
60
Female
36,226
Divorced
2
PhD
null
24.164414
Urban
Comprehensive
1
11
null
5
2020-06-07 15:21:39.166062
Good
Yes
Rarely
House
2,095
24,379
23
Male
39,139
Single
4
High School
Employed
16.82431
Urban
Comprehensive
1
6
484
2
2022-06-21 15:21:39.134960
Poor
No
Monthly
Apartment
523
24,380
26
Male
19,161
Single
2
PhD
null
5.099054
Suburban
Premium
2
17
659
9
2022-04-23 15:21:39.232526
Average
Yes
Daily
Condo
523
24,381
62
Male
68,839
Divorced
4
PhD
null
52.320049
Urban
Comprehensive
1
12
773
7
2019-11-02 15:21:39.169102
Poor
No
Monthly
Condo
2,555
24,382
45
Female
18,405
Single
1
Master's
Employed
10.456897
Urban
Premium
1
12
562
5
2021-09-03 15:21:39.155231
Good
No
Monthly
Apartment
635
24,383
19
Female
44,193
Divorced
4
Bachelor's
Unemployed
27.143317
Suburban
Comprehensive
0
4
456
1
2020-04-14 15:21:39.192212
Good
No
Rarely
House
2,560
24,384
30
Male
6,799
Married
4
Master's
null
26.698711
Rural
Basic
0
14
550
9
2021-06-18 15:21:39.085129
Average
No
Rarely
House
343
24,385
55
Female
11,634
Single
null
PhD
Self-Employed
45.382605
Rural
Premium
2
18
686
5
2024-05-25 15:21:39.088124
Poor
No
Rarely
Apartment
424
24,386
26
Male
45,901
Single
0
PhD
Employed
43.242232
Urban
Premium
0
6
797
3
2024-04-12 15:21:39.237118
Good
No
Daily
Apartment
489
24,387
51
Male
28,983
Married
0
PhD
Employed
31.116344
Suburban
Basic
0
2
695
4
2019-10-29 15:21:39.164044
Average
Yes
Weekly
Apartment
772
24,388
42
Female
62,832
Single
0
Bachelor's
Unemployed
9.097105
Urban
Premium
0
2
677
2
2019-09-10 15:21:39.177724
Average
No
Daily
Apartment
209
24,389
61
Male
23,168
Single
0
PhD
Unemployed
14.381624
Urban
Premium
1
19
581
9
2020-02-26 15:21:39.134960
Good
Yes
Weekly
Apartment
1,328
24,390
48
Male
857
Single
1
Master's
null
38.16882
Suburban
Basic
0
11
499
7
2022-06-18 15:21:39.146733
Average
No
Monthly
House
4,549
24,391
44
Female
30,377
Married
4
High School
Unemployed
19.924643
Rural
Premium
null
6
713
3
2020-11-17 15:21:39.134960
Average
No
Monthly
Condo
519
24,392
61
Male
17,092
Married
2
Bachelor's
Self-Employed
7.674656
Urban
Comprehensive
1
12
615
8
2023-04-12 15:21:39.273973
Poor
Yes
Daily
Apartment
719
24,393
42
Male
94,970
Divorced
2
High School
Self-Employed
50.75004
Suburban
Premium
null
16
552
2
2021-06-07 15:21:39.164044
Good
Yes
Monthly
Apartment
49
24,394
61
Male
18,360
Married
3
Bachelor's
Self-Employed
35.272688
Suburban
Premium
0
19
484
9
2021-12-25 15:21:39.281787
Poor
Yes
Weekly
Apartment
259
24,395
28
Male
39,194
Married
4
PhD
Employed
25.788482
Rural
Basic
0
9
844
2
2021-10-20 15:21:39.272456
Good
Yes
Weekly
House
1,864
24,396
64
Male
6,071
Married
0
Bachelor's
Employed
14.859377
Urban
Comprehensive
1
11
579
8
2023-12-19 15:21:39.177724
Average
No
Monthly
House
1,435
24,397
53
Female
113,413
Married
4
Master's
null
23.882253
Urban
Basic
null
3
842
3
2022-07-22 15:21:39.286113
Poor
Yes
Daily
Apartment
213
24,398
59
Female
55,859
Divorced
4
High School
Unemployed
null
Rural
Basic
2
12
749
7
2019-11-21 15:21:39.147735
Poor
No
Daily
Condo
488
24,399
43
Male
34,651
Married
0
Master's
null
26.71547
Rural
Premium
0
4
806
7
2021-11-07 15:21:39.149731
Average
Yes
Monthly
Condo
3,506