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
1,194,300
42
Female
9,091
Single
2
Bachelor's
Self-Employed
21.890205
Rural
Basic
1
10
641
4
2021-04-17 15:21:39.273973
Poor
No
Daily
House
1,351
1,194,301
33
Male
26,983
Divorced
4
Master's
null
46.923175
Rural
Comprehensive
3
0
735
8
2019-10-09 15:21:39.237118
Average
Yes
Rarely
House
807
1,194,302
38
Male
27,385
Single
1
Bachelor's
null
13.251218
Suburban
Basic
1
14
624
4
2021-03-18 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,151
1,194,303
64
Female
5,544
Single
4
Master's
null
35.566288
Rural
Comprehensive
1
19
782
2
2023-11-27 15:21:39.266452
Average
Yes
Daily
Condo
2,626
1,194,304
61
Male
6,719
Single
0
PhD
null
12.497597
Suburban
Basic
1
4
822
5
2023-01-02 15:21:39.289099
Good
Yes
Daily
Apartment
855
1,194,305
46
Female
629
Married
4
PhD
null
35.495947
Rural
Premium
2
5
517
9
2021-05-30 15:21:39.222387
Poor
Yes
Daily
Apartment
925
1,194,306
41
Male
16,051
Single
1
High School
null
11.474568
Rural
Comprehensive
null
11
743
7
2021-04-13 15:21:39.274993
Average
Yes
Monthly
House
884
1,194,307
29
Male
454
Married
1
Bachelor's
null
16.649828
Urban
Comprehensive
null
12
787
8
2020-04-28 15:21:39.134960
Good
Yes
Monthly
House
2,248
1,194,308
56
Female
14,828
Married
1
Bachelor's
Self-Employed
19.307316
Urban
Basic
2
4
555
5
2021-06-19 15:21:39.214388
Good
Yes
Monthly
Apartment
484
1,194,309
36
Male
55,971
Divorced
null
Master's
Self-Employed
35.394701
Urban
Premium
null
4
455
2
2020-04-29 15:21:39.268507
Average
No
Weekly
Apartment
1,714
1,194,310
58
Female
69,196
Divorced
2
PhD
Employed
21.879084
Rural
Comprehensive
1
14
634
8
2019-11-21 15:21:39.279729
Poor
No
Rarely
House
3,692
1,194,311
50
Male
1,130
Divorced
0
PhD
Employed
42.987618
Rural
Comprehensive
2
6
639
3
2022-12-18 15:21:39.099739
Average
No
Rarely
Apartment
40
1,194,312
31
Male
3,094
Married
0
High School
null
39.076337
Rural
Premium
2
5
705
8
2022-04-12 15:21:39.155231
Good
No
Rarely
Condo
511
1,194,313
27
Male
138,900
Single
0
Bachelor's
Unemployed
5.841143
Urban
Basic
4
0
716
6
2019-12-02 15:21:39.213373
Good
No
Weekly
Condo
2,047
1,194,314
18
Female
4,749
Married
0
Bachelor's
Self-Employed
null
Urban
Premium
0
13
494
2
2020-07-22 15:21:39.223901
Good
No
Weekly
Condo
815
1,194,315
49
Female
21,603
Single
1
High School
null
40.108717
Urban
Comprehensive
null
0
527
2
2024-02-01 15:21:39.134960
Good
No
Weekly
House
777
1,194,316
55
Female
2,323
Divorced
null
Master's
null
41.346551
Urban
Basic
0
14
508
7
2020-03-27 15:21:39.254678
Average
No
Monthly
Condo
1,983
1,194,317
28
Male
21,727
Married
1
PhD
null
16.898271
Suburban
Basic
null
1
690
3
2021-09-21 15:21:39.165120
Poor
Yes
Monthly
Condo
402
1,194,318
50
Male
102,838
Divorced
2
Master's
Unemployed
12.540748
Rural
Basic
0
11
616
5
2023-12-24 15:21:39.114118
Average
No
Weekly
Apartment
171
1,194,319
36
Male
36,755
Divorced
2
Master's
Self-Employed
14.982349
Suburban
Comprehensive
0
12
652
6
2020-09-17 15:21:39.134960
Good
Yes
Rarely
Apartment
1,729
1,194,320
26
Female
34,927
Single
null
Master's
null
18.097273
Suburban
Comprehensive
null
12
648
9
2022-02-04 15:21:39.151732
Good
No
Daily
Condo
324
1,194,321
62
Female
30,663
Divorced
0
Master's
Employed
15.171421
Rural
Basic
1
7
null
8
2021-02-08 15:21:39.092127
Poor
No
Weekly
Apartment
542
1,194,322
21
Female
17,175
Married
2
High School
null
20.599968
Rural
Basic
1
6
667
1
2020-12-23 15:21:39.126661
Average
No
Daily
House
531
1,194,323
53
Female
38,152
Married
0
Master's
Unemployed
null
Rural
Basic
0
5
514
4
2020-12-21 15:21:39.145732
Poor
Yes
Daily
Apartment
587
1,194,324
59
Male
6,974
Single
3
PhD
null
14.699839
Suburban
Basic
1
12
796
7
2024-04-03 15:21:39.095696
Poor
No
Monthly
House
4,068
1,194,325
37
Male
26,009
Single
1
Bachelor's
null
7.9062
Rural
Comprehensive
2
10
835
1
2019-09-06 15:21:39.155231
Poor
Yes
Weekly
Condo
1,147
1,194,326
21
Female
46,232
Divorced
4
Master's
Self-Employed
43.688401
Rural
Comprehensive
null
16
644
9
2020-05-04 15:21:39.266452
Poor
Yes
Rarely
House
2,315
1,194,327
42
Female
14,096
Married
0
Master's
null
32.649893
Suburban
Premium
null
5
600
4
2020-10-18 15:21:39.185215
Average
No
Rarely
House
1,363
1,194,328
27
Male
9,076
Single
4
Master's
null
19.900041
Suburban
Basic
2
3
764
1
2023-06-26 15:21:39.155231
Poor
No
Rarely
House
588
1,194,329
48
Female
16,888
Single
1
High School
null
13.923623
Urban
Basic
3
13
626
6
2020-02-15 15:21:39.221386
Poor
Yes
Rarely
House
1,485
1,194,330
42
Female
39,042
Married
1
High School
Unemployed
26.251246
Rural
Premium
null
14
651
2
2020-03-25 15:21:39.081504
Poor
No
Daily
Condo
1,040
1,194,331
40
Male
15,641
Single
4
Master's
null
50.922967
Rural
Comprehensive
null
0
765
7
2022-11-25 15:21:39.220389
Average
No
Monthly
Apartment
614
1,194,332
26
Female
6,554
Divorced
2
Master's
Employed
50.870849
Rural
Premium
0
9
671
1
2023-12-07 15:21:39.186212
null
No
Rarely
House
1,031
1,194,333
53
Male
12,405
Married
null
PhD
null
22.131806
Urban
Premium
0
4
776
7
2023-04-01 15:21:39.134960
Good
No
Daily
House
1,380
1,194,334
22
Male
2,384
Divorced
0
High School
Unemployed
26.361219
Rural
Basic
0
19
825
4
2021-10-31 15:21:39.263607
Poor
Yes
Weekly
Condo
274
1,194,335
39
Female
5,079
Married
0
Bachelor's
Unemployed
null
Urban
Comprehensive
1
14
809
1
2023-07-31 15:21:39.083497
Average
Yes
Weekly
Apartment
1,179
1,194,336
59
Male
11,069
Divorced
1
PhD
Self-Employed
12.539159
Suburban
Comprehensive
0
19
845
5
2024-04-11 15:21:39.267454
Good
No
Daily
Condo
1,624
1,194,337
21
Female
39,793
Married
3
PhD
Employed
21.414856
Suburban
Comprehensive
2
17
null
7
2023-03-16 15:21:39.252145
Average
No
Rarely
Condo
474
1,194,338
null
Female
20,862
Married
4
Bachelor's
Employed
36.527679
Urban
Premium
0
13
569
6
2020-08-05 15:21:39.191219
Average
Yes
Rarely
Condo
968
1,194,339
29
Male
10,015
Married
null
PhD
null
27.894046
Suburban
Comprehensive
1
15
493
3
2023-03-06 15:21:39.170099
Good
Yes
Daily
Condo
1,447
1,194,340
61
Male
3,580
Divorced
0
Bachelor's
Employed
36.934684
Suburban
Premium
0
17
683
5
2024-07-18 15:21:39.134960
null
Yes
Daily
Apartment
1,262
1,194,341
20
Female
618
Married
1
Master's
null
47.938574
Rural
Basic
0
9
728
7
2024-05-21 15:21:39.186212
Average
No
Monthly
Condo
384
1,194,342
57
Male
null
Single
null
Bachelor's
Unemployed
16.339568
Rural
Premium
3
10
749
7
2022-12-07 15:21:39.085129
Poor
No
Rarely
Condo
101
1,194,343
51
Female
null
Divorced
4
High School
null
null
Suburban
Premium
2
12
392
7
2024-07-22 15:21:39.112553
null
No
Monthly
House
1,504
1,194,344
64
Male
23,212
Divorced
null
Master's
Employed
22.585586
Rural
Premium
2
17
567
8
2022-10-09 15:21:39.194829
Poor
No
Monthly
House
588
1,194,345
33
Female
66,093
Married
1
High School
Unemployed
24.907649
Rural
Premium
null
18
535
7
2020-03-24 15:21:39.081504
Poor
Yes
Daily
Apartment
406
1,194,346
52
Female
82,946
Married
4
Master's
null
19.065589
Urban
Premium
0
17
488
6
2022-02-19 15:21:39.093681
Poor
Yes
Daily
Apartment
2,133
1,194,347
59
Male
3,788
Divorced
1
High School
Employed
24.238719
Rural
Comprehensive
0
10
396
8
2022-07-26 15:21:39.090124
Poor
Yes
Rarely
House
925
1,194,348
64
Female
24,891
Divorced
null
High School
Self-Employed
7.83418
Urban
Premium
null
8
811
3
2020-04-02 15:21:39.121169
Average
No
Daily
House
492
1,194,349
32
Male
15,109
Single
2
Master's
null
29.943161
Suburban
Basic
1
18
781
7
2020-01-17 15:21:39.149731
Good
Yes
Weekly
Condo
805
1,194,350
37
Female
66,523
Divorced
2
Bachelor's
Self-Employed
5.974666
Rural
Premium
0
2
767
9
2020-07-30 15:21:39.134960
Poor
No
Monthly
Apartment
397
1,194,351
63
Female
63,760
Divorced
3
Master's
null
19.428501
Suburban
Premium
0
14
781
8
2022-03-28 15:21:39.283783
null
Yes
Rarely
House
2,339
1,194,352
25
Male
84,564
Divorced
4
Master's
Employed
30.958895
Suburban
Premium
2
14
652
6
2021-10-18 15:21:39.134960
Average
No
Rarely
Condo
2,869
1,194,353
60
Male
25,776
Divorced
2
PhD
null
27.175301
Urban
Comprehensive
1
5
null
9
2022-08-29 15:21:39.265513
Average
No
Weekly
House
1,108
1,194,354
18
Female
40,552
Married
4
Bachelor's
null
13.411721
Rural
Comprehensive
4
18
588
6
2022-08-11 15:21:39.170099
Average
No
Rarely
Apartment
1,705
1,194,355
45
Female
24,983
Divorced
0
Bachelor's
Self-Employed
23.913013
Rural
Premium
null
16
831
6
2020-08-06 15:21:39.155231
Average
Yes
Rarely
House
641
1,194,356
22
Female
16,319
Single
4
Master's
Unemployed
15.751607
Suburban
Premium
null
17
401
2
2021-03-05 15:21:39.086123
Average
No
Monthly
Condo
2,725
1,194,357
31
Male
28,694
Married
1
High School
Self-Employed
13.769158
Suburban
Comprehensive
null
2
761
8
2024-03-25 15:21:39.092127
Average
Yes
Daily
Condo
1,172
1,194,358
64
Female
23,480
Divorced
2
Master's
Self-Employed
42.274314
Urban
Premium
0
16
784
4
2022-03-13 15:21:39.155231
Poor
No
Weekly
Apartment
473
1,194,359
50
Female
123,634
Single
1
High School
Unemployed
23.610818
Rural
Comprehensive
3
17
null
8
2020-03-10 15:21:39.197445
null
Yes
Weekly
Apartment
2,399
1,194,360
57
Male
4,492
Married
1
Master's
Self-Employed
49.333462
Suburban
Basic
null
13
473
6
2023-12-13 15:21:39.190215
Poor
No
Daily
Apartment
1,088
1,194,361
40
Female
5,081
Single
4
High School
Unemployed
16.391633
Suburban
Basic
0
1
704
3
2022-04-18 15:21:39.155231
Average
Yes
Rarely
Apartment
612
1,194,362
46
Male
12,086
Single
3
PhD
null
22.73421
Suburban
Comprehensive
2
12
438
7
2021-10-18 15:21:39.134960
Average
No
Rarely
House
549
1,194,363
19
Male
8,516
Married
4
Master's
Self-Employed
25.633495
Urban
Comprehensive
3
16
711
7
2022-01-17 15:21:39.110557
Average
Yes
Monthly
Apartment
2,579
1,194,364
39
Male
null
Divorced
3
Bachelor's
null
27.137775
Urban
Comprehensive
3
1
584
8
2022-02-16 15:21:39.215386
Poor
No
Monthly
Apartment
2,793
1,194,365
21
Male
44,964
Married
3
Bachelor's
Employed
40.812194
Urban
Comprehensive
0
14
578
4
2020-07-31 15:21:39.134960
Good
Yes
Monthly
House
762
1,194,366
58
Male
54,222
Single
0
High School
Unemployed
18.54593
Rural
Comprehensive
null
15
396
1
2022-02-09 15:21:39.211806
Average
No
Weekly
House
229
1,194,367
61
Female
6,056
Married
1
High School
Unemployed
28.868483
Suburban
Premium
null
18
830
6
2023-05-20 15:21:39.155231
Poor
Yes
Rarely
Apartment
647
1,194,368
63
Male
43,942
Married
0
High School
null
17.664247
Suburban
Comprehensive
1
19
648
5
2023-07-05 15:21:39.155231
Average
Yes
Daily
House
956
1,194,369
29
Female
16,751
Single
1
High School
null
19.854189
Suburban
Basic
1
14
624
7
2020-04-25 15:21:39.207847
Good
No
Monthly
Condo
991
1,194,370
18
Male
25,440
Married
1
Bachelor's
null
15.319466
Urban
Comprehensive
null
15
325
8
2022-09-21 15:21:39.155231
Poor
Yes
Daily
House
1,297
1,194,371
36
Male
87,850
Divorced
0
PhD
Self-Employed
21.838247
Rural
Basic
2
16
null
1
2021-02-10 15:21:39.134960
Average
Yes
Weekly
House
121
1,194,372
19
Female
10,401
Married
null
Bachelor's
Unemployed
27.14763
Rural
Comprehensive
2
10
479
3
2020-07-12 15:21:39.155231
Average
No
Monthly
Condo
30
1,194,373
30
Female
23,760
Divorced
1
Master's
Self-Employed
23.058468
Urban
Comprehensive
0
1
559
4
2022-01-26 15:21:39.225916
Average
No
Weekly
Condo
911
1,194,374
33
Female
1,196
Married
null
Master's
Employed
40.579009
Suburban
Comprehensive
0
18
448
3
2020-07-17 15:21:39.123711
Average
No
Rarely
Condo
525
1,194,375
38
Female
28,886
Divorced
2
PhD
Employed
20.990216
Rural
Basic
3
15
618
5
2023-12-16 15:21:39.244069
Good
No
Daily
Apartment
1,542
1,194,376
56
Male
35,786
Married
null
PhD
Self-Employed
30.746709
Rural
Comprehensive
0
9
636
6
2021-01-30 15:21:39.126661
Average
Yes
Rarely
Condo
809
1,194,377
31
Female
6,054
Single
4
High School
Employed
36.018027
Suburban
Premium
1
9
548
5
2023-12-08 15:21:39.155231
Average
Yes
Monthly
Condo
1,141
1,194,378
43
Male
43,155
Married
1
High School
Self-Employed
11.744894
Suburban
Comprehensive
0
11
765
6
2022-06-25 15:21:39.290098
Good
No
Weekly
House
2,623
1,194,379
28
Female
28,396
Divorced
4
PhD
null
13.534452
Rural
Basic
null
7
706
4
2022-08-09 15:21:39.261856
Average
Yes
Daily
Condo
28
1,194,380
55
Female
60,561
Single
0
PhD
Self-Employed
3.956885
Rural
Basic
2
1
null
1
2020-05-18 15:21:39.148733
null
No
Daily
Apartment
292
1,194,381
32
Male
2,476
Single
1
Master's
null
32.773799
Rural
Comprehensive
0
12
354
5
2022-12-05 15:21:39.202448
Average
Yes
Monthly
Condo
894
1,194,382
22
Female
10,027
Divorced
1
Bachelor's
Employed
11.635745
Suburban
Premium
3
16
null
7
2019-09-24 15:21:39.192212
Good
No
Daily
Condo
1,759
1,194,383
48
Female
12,436
Single
0
Bachelor's
Self-Employed
33.542144
Rural
Basic
0
9
726
8
2021-11-10 15:21:39.134960
Good
No
Daily
Condo
484
1,194,384
20
Male
null
Divorced
0
PhD
null
38.656215
Rural
Comprehensive
0
11
414
8
2023-08-12 15:21:39.082499
Poor
Yes
Weekly
Condo
1,764
1,194,385
51
Male
71,780
Married
4
High School
Self-Employed
32.551569
Urban
Premium
1
14
410
3
2023-09-12 15:21:39.155231
null
No
Monthly
Condo
2,678
1,194,386
25
Male
28,335
Single
2
Master's
null
38.837392
Urban
Basic
1
3
438
7
2020-01-19 15:21:39.206847
Good
Yes
Rarely
Condo
486
1,194,387
21
Female
888
Divorced
2
Bachelor's
Unemployed
7.75777
Rural
Comprehensive
2
12
796
5
2021-08-02 15:21:39.228521
Average
Yes
Daily
Apartment
1,260
1,194,388
30
Female
14,094
Single
2
Bachelor's
Unemployed
13.441012
Suburban
Comprehensive
0
8
357
4
2023-05-06 15:21:39.201446
Average
No
Weekly
House
1,453
1,194,389
48
Male
9,204
Single
4
PhD
Employed
23.933224
Rural
Basic
1
4
790
5
2020-04-05 15:21:39.185215
Average
Yes
Monthly
Condo
1,479
1,194,390
56
Female
37,133
Divorced
0
PhD
Self-Employed
45.67178
Urban
Basic
1
11
418
7
2023-06-24 15:21:39.134960
Poor
No
Monthly
Condo
1,079
1,194,391
45
Female
79,929
Divorced
3
PhD
Unemployed
20.828643
Rural
Basic
null
14
790
4
2023-10-14 15:21:39.148733
Poor
Yes
Daily
Condo
394
1,194,392
62
Male
134,916
Married
null
PhD
Self-Employed
19.491418
Rural
Comprehensive
1
11
453
9
2019-08-27 15:21:39.134960
Poor
No
Monthly
Condo
1,491
1,194,393
null
Female
136,422
Single
1
PhD
Unemployed
null
Rural
Premium
0
9
310
6
2023-12-18 15:21:39.226954
Poor
No
Weekly
Apartment
651
1,194,394
43
Male
14,961
Single
3
Bachelor's
null
12.177039
Urban
Premium
null
6
478
5
2024-06-02 15:21:39.126661
Poor
No
Weekly
Condo
834
1,194,395
46
Female
15,774
Divorced
1
PhD
Employed
43.017591
Rural
Basic
null
11
null
5
2023-07-12 15:21:39.207847
Good
Yes
Rarely
House
1,842
1,194,396
29
Female
18,069
Single
4
Master's
Self-Employed
42.945173
Suburban
Premium
1
17
null
8
2021-07-01 15:21:39.237118
Poor
Yes
Monthly
House
1,054
1,194,397
49
Female
null
Married
0
Master's
Employed
null
Rural
Premium
null
11
660
8
2022-07-10 15:21:39.290098
Average
No
Weekly
House
394
1,194,398
21
Female
488
Divorced
4
Master's
Self-Employed
16.955429
Urban
Comprehensive
null
0
695
3
2021-07-01 15:21:39.206847
Poor
No
Weekly
House
2,635
1,194,399
38
Male
null
Married
0
High School
Unemployed
26.244637
Rural
Premium
1
1
731
1
2021-06-15 15:21:39.134960
Average
No
Monthly
House
45