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
1,162,300
25
Male
null
Single
2
High School
Employed
24.671705
Suburban
Comprehensive
1
15
309
6
2020-02-13 15:21:39.134960
Average
Yes
Monthly
Condo
29
1,162,301
47
Male
45,460
Married
1
High School
null
null
Urban
Comprehensive
null
5
null
5
2019-09-06 15:21:39.092127
Average
Yes
Weekly
Condo
1,447
1,162,302
61
Female
21,436
Single
1
High School
null
35.006004
Suburban
Comprehensive
3
5
591
2
2020-06-11 15:21:39.237118
Average
Yes
Rarely
House
724
1,162,303
41
Male
38,197
Married
3
Bachelor's
null
21.692451
Urban
Comprehensive
1
18
697
6
2022-04-21 15:21:39.154008
Poor
Yes
Daily
House
932
1,162,304
32
Female
26,634
Married
2
Bachelor's
Unemployed
46.816109
Urban
Premium
1
8
319
2
2021-03-26 15:21:39.267454
null
No
Daily
Apartment
914
1,162,305
50
Male
45,633
Single
4
PhD
Unemployed
null
Urban
Basic
0
1
596
4
2023-11-21 15:21:39.091080
Average
Yes
Daily
Condo
1,399
1,162,306
32
Female
5,874
Single
2
High School
null
21.643357
Rural
Premium
1
5
336
7
2023-06-06 15:21:39.266452
Poor
No
Daily
House
28
1,162,307
21
Male
8,615
Married
4
High School
Unemployed
10.848721
Suburban
Basic
0
11
786
7
2020-07-21 15:21:39.146733
Poor
Yes
Weekly
House
731
1,162,308
19
Male
116,051
Divorced
3
Master's
null
14.720145
Urban
Basic
2
15
410
7
2022-05-24 15:21:39.102694
Good
No
Monthly
Condo
1,257
1,162,309
35
Male
936
Married
2
Bachelor's
null
30.984034
Urban
Basic
0
2
791
6
2023-12-17 15:21:39.237118
Good
No
Monthly
Condo
2,744
1,162,310
35
Male
73,082
Single
2
Master's
Self-Employed
18.171842
Urban
Premium
3
11
377
1
2021-09-24 15:21:39.256696
Average
Yes
Monthly
House
986
1,162,311
55
Male
15,893
Married
0
PhD
null
35.652596
Urban
Comprehensive
null
14
613
5
2024-03-20 15:21:39.186212
Poor
Yes
Weekly
House
928
1,162,312
54
Male
2,558
Married
0
High School
Self-Employed
31.959504
Rural
Basic
null
16
593
7
2020-10-02 15:21:39.132191
Good
Yes
Rarely
House
2,741
1,162,313
39
Female
23,385
Divorced
0
High School
Employed
13.682304
Rural
Basic
null
19
827
2
2020-05-04 15:21:39.228521
Poor
Yes
Weekly
Condo
538
1,162,314
48
Male
34,409
Single
0
Master's
null
39.979405
Suburban
Comprehensive
1
7
null
3
2019-09-29 15:21:39.274993
Average
Yes
Daily
Apartment
1,811
1,162,315
55
Female
9,074
Single
0
PhD
null
26.121924
Urban
Comprehensive
0
6
459
5
2022-08-03 15:21:39.193945
Good
Yes
Rarely
Condo
571
1,162,316
20
Female
27,604
Divorced
3
PhD
Employed
21.247978
Suburban
Basic
null
6
772
1
2023-11-24 15:21:39.155231
Average
Yes
Daily
Apartment
592
1,162,317
41
Male
1,330
Married
1
High School
Employed
null
Suburban
Premium
0
4
565
4
2023-09-22 15:21:39.134960
Good
Yes
Rarely
Apartment
536
1,162,318
51
Male
20,989
Married
1
Bachelor's
Unemployed
42.717842
Urban
Comprehensive
1
11
765
3
2022-05-28 15:21:39.143708
Good
No
Rarely
Condo
712
1,162,319
53
Male
33,506
Divorced
3
High School
null
28.29267
Suburban
Comprehensive
2
11
717
4
2022-01-01 15:21:39.134960
Good
No
Weekly
House
2,214
1,162,320
39
Male
26,862
Married
1
Master's
null
null
Rural
Basic
1
19
557
9
2021-09-20 15:21:39.237118
Good
No
Rarely
Condo
532
1,162,321
59
Male
29,102
null
0
PhD
Unemployed
10.890374
Urban
Basic
4
8
721
2
2022-11-22 15:21:39.134960
Poor
No
Monthly
House
1,135
1,162,322
23
Male
15,297
Single
4
Master's
Self-Employed
34.838809
Rural
Basic
null
19
747
2
2022-12-15 15:21:39.155231
Poor
No
Monthly
House
890
1,162,323
43
Male
6,078
Married
2
Bachelor's
null
37.121612
Rural
Comprehensive
null
5
767
5
2021-09-15 15:21:39.237118
Good
No
Rarely
Condo
730
1,162,324
39
Male
64,500
Married
null
Master's
Employed
36.874012
Rural
Premium
0
0
556
2
2022-06-07 15:21:39.196387
Average
No
Daily
Condo
45
1,162,325
33
Female
83,929
Single
4
Master's
Employed
15.143586
Urban
Premium
1
13
472
7
2024-05-26 15:21:39.112553
Good
Yes
Daily
Condo
134
1,162,326
34
Male
46,629
Married
1
Master's
Employed
49.824118
Suburban
Basic
0
16
356
8
2020-06-18 15:21:39.170099
Poor
No
Daily
House
1,485
1,162,327
18
Female
71,591
Single
3
Master's
null
44.639734
Urban
Premium
0
10
453
1
2022-12-29 15:21:39.281787
Average
Yes
Weekly
House
551
1,162,328
60
Female
12,097
Married
0
Bachelor's
null
28.739528
Suburban
Comprehensive
0
2
null
4
2023-03-11 15:21:39.147735
Average
Yes
Daily
House
749
1,162,329
59
Female
62,954
Single
1
High School
Employed
47.36243
Suburban
Premium
null
6
327
7
2020-02-14 15:21:39.289099
Average
Yes
Monthly
Apartment
3,264
1,162,330
60
Male
45,570
Single
3
Master's
Employed
45.634642
Rural
Premium
0
9
559
5
2021-05-21 15:21:39.283783
null
Yes
Rarely
House
1,804
1,162,331
null
Female
37,991
Divorced
0
PhD
Unemployed
18.895115
Urban
Premium
0
14
null
7
2022-03-18 15:21:39.080440
Average
Yes
Rarely
House
605
1,162,332
45
Female
29,028
Single
null
High School
null
18.854404
Rural
Basic
1
16
533
5
2020-12-16 15:21:39.225916
Poor
Yes
Daily
House
1,223
1,162,333
39
Male
29,173
Single
2
Master's
Employed
27.554846
Suburban
Premium
null
2
783
9
2023-01-16 15:21:39.144722
Poor
Yes
Monthly
Condo
831
1,162,334
38
Female
29,630
Married
4
PhD
Unemployed
23.620124
Urban
Premium
0
9
784
1
2020-08-08 15:21:39.185215
Good
Yes
Rarely
Condo
693
1,162,335
60
Male
38,133
Single
3
Bachelor's
Self-Employed
10.956906
Urban
Premium
1
14
781
2
2022-03-28 15:21:39.098696
Poor
No
Monthly
Condo
1,542
1,162,336
58
Male
54,744
Divorced
0
High School
Self-Employed
49.951666
Urban
Basic
1
17
454
2
2020-11-06 15:21:39.191219
Good
No
Daily
Condo
47
1,162,337
44
Male
5,990
Single
null
High School
null
35.132704
Urban
Comprehensive
0
11
645
7
2022-11-05 15:21:39.116179
Poor
No
Rarely
Condo
1,277
1,162,338
45
Male
11,851
Single
3
High School
Unemployed
24.955997
Urban
Basic
null
1
374
7
2023-04-14 15:21:39.092127
Good
Yes
Daily
Condo
1,375
1,162,339
44
Male
75,715
Single
3
High School
Employed
49.246527
Suburban
Basic
null
5
662
6
2023-04-28 15:21:39.274993
Average
Yes
Monthly
Apartment
38
1,162,340
59
Male
2,390
Single
1
High School
Self-Employed
39.868607
Suburban
Premium
2
5
622
2
2020-07-08 15:21:39.211806
Good
No
Monthly
House
1,022
1,162,341
27
Male
29,055
Married
1
PhD
Unemployed
9.682564
Urban
Premium
0
2
778
3
2021-12-31 15:21:39.232526
Average
Yes
Daily
Apartment
938
1,162,342
39
Female
86,951
Married
1
Master's
Self-Employed
23.164533
Urban
Basic
null
0
695
6
2019-09-20 15:21:39.278402
Good
No
Weekly
Apartment
232
1,162,343
22
Male
51,310
Married
1
Bachelor's
Self-Employed
29.481613
Suburban
Premium
3
2
361
2
2023-08-25 15:21:39.270454
Poor
No
Monthly
Apartment
539
1,162,344
59
Female
26,950
Married
null
Master's
null
8.693969
Urban
Comprehensive
3
0
803
2
2021-05-24 15:21:39.155231
Good
No
Rarely
Apartment
1,249
1,162,345
22
Male
48,750
Single
2
Bachelor's
Unemployed
13.979115
Suburban
Basic
0
6
320
8
2023-03-26 15:21:39.285112
Poor
No
Weekly
House
371
1,162,346
61
Male
28,574
Single
2
PhD
Employed
25.446858
Rural
Basic
0
8
636
2
2024-04-27 15:21:39.237118
Poor
Yes
Daily
House
992
1,162,347
42
Male
44,991
Divorced
4
Bachelor's
Employed
39.174439
Urban
Basic
null
16
null
6
2020-06-17 15:21:39.259788
Poor
No
Weekly
Condo
2,347
1,162,348
26
Female
null
Divorced
0
PhD
Employed
29.441867
Rural
Basic
2
11
420
1
2021-08-10 15:21:39.155231
Average
Yes
Daily
Apartment
996
1,162,349
34
Male
11,235
Married
2
PhD
Employed
null
Rural
Premium
1
19
596
4
2021-09-16 15:21:39.116179
Good
No
Weekly
Apartment
1,399
1,162,350
20
Female
31,750
Married
0
Bachelor's
Self-Employed
7.959868
Rural
Premium
1
9
759
1
2023-07-05 15:21:39.246098
Average
No
Monthly
Condo
346
1,162,351
28
Male
96,412
Single
4
Bachelor's
null
33.369863
Suburban
Comprehensive
null
4
797
2
2022-10-24 15:21:39.260856
Poor
No
Monthly
Condo
135
1,162,352
62
Male
90,636
Divorced
3
High School
Employed
28.355949
Rural
Basic
2
4
438
6
2021-08-14 15:21:39.207847
Average
Yes
Daily
Condo
822
1,162,353
48
Female
6,909
Married
null
PhD
Unemployed
25.844358
Urban
Comprehensive
0
3
515
7
2021-11-18 15:21:39.155231
Good
No
Monthly
House
518
1,162,354
30
Male
825
Single
2
High School
Employed
null
Rural
Basic
null
13
null
1
2019-09-01 15:21:39.134960
Good
Yes
Monthly
Apartment
1,229
1,162,355
48
Female
12,212
Single
null
High School
Employed
50.928664
Suburban
Comprehensive
1
15
656
5
2024-06-04 15:21:39.122134
Good
No
Daily
Apartment
1,554
1,162,356
57
Female
14,081
Single
null
High School
Self-Employed
12.160146
Urban
Comprehensive
null
17
382
9
2023-09-07 15:21:39.237118
Good
No
Daily
Condo
709
1,162,357
28
Male
48,799
Divorced
2
Master's
null
9.743718
Urban
Premium
3
13
397
1
2024-02-22 15:21:39.155231
Average
Yes
Rarely
House
2,031
1,162,358
48
Male
13,621
Single
2
Master's
null
23.947115
Suburban
Comprehensive
0
16
725
7
2022-09-17 15:21:39.250151
Poor
No
Weekly
Condo
494
1,162,359
52
Male
45,415
Married
1
Master's
Self-Employed
19.293949
Urban
Basic
3
8
589
8
2019-11-12 15:21:39.145732
Poor
Yes
Daily
Apartment
656
1,162,360
null
Female
38,362
Married
2
Bachelor's
Employed
39.607817
Suburban
Comprehensive
0
2
536
8
2023-01-17 15:21:39.253660
Good
No
Weekly
Apartment
1,669
1,162,361
26
Female
23,891
Divorced
4
High School
null
15.82661
Urban
Comprehensive
null
19
731
1
2020-01-02 15:21:39.134960
Poor
Yes
Weekly
Apartment
587
1,162,362
27
Female
null
Single
0
Bachelor's
Unemployed
13.583324
Suburban
Comprehensive
2
4
466
9
2024-01-28 15:21:39.271453
Good
No
Monthly
House
3,939
1,162,363
43
Male
24,894
Single
2
Bachelor's
Self-Employed
19.071903
Rural
Comprehensive
null
10
528
9
2021-06-19 15:21:39.192212
Good
Yes
Rarely
Condo
1,056
1,162,364
20
Male
142,953
Single
3
High School
null
49.057675
Suburban
Premium
2
5
637
6
2022-03-27 15:21:39.095696
Good
No
Daily
Apartment
48
1,162,365
40
Male
66,530
Divorced
null
PhD
Unemployed
null
Urban
Comprehensive
0
0
762
1
2019-09-14 15:21:39.196387
Average
No
Weekly
House
29
1,162,366
63
Male
53,629
Married
0
Master's
Unemployed
26.57484
Urban
Basic
2
3
803
9
2023-03-18 15:21:39.099739
Average
No
Daily
Condo
45
1,162,367
22
Male
723
Single
0
Master's
null
35.536868
Urban
Premium
0
5
391
3
2020-04-14 15:21:39.273973
Good
No
Monthly
House
3,168
1,162,368
33
Male
16,891
Single
2
PhD
Self-Employed
11.482636
Suburban
Comprehensive
2
12
477
1
2020-02-09 15:21:39.081504
null
No
Monthly
Condo
782
1,162,369
49
Female
93,989
Divorced
0
PhD
Employed
44.945697
Suburban
Premium
null
9
449
2
2024-06-04 15:21:39.172097
Poor
Yes
Rarely
House
788
1,162,370
51
Female
9,837
Divorced
4
Master's
Employed
17.613964
Urban
Basic
0
13
733
2
2021-06-22 15:21:39.229482
Good
Yes
Weekly
Apartment
881
1,162,371
25
Female
53,510
Single
2
High School
Unemployed
51.926296
Urban
Comprehensive
2
15
484
4
2023-02-15 15:21:39.182597
Average
Yes
Monthly
Apartment
828
1,162,372
44
Female
26,953
Married
1
PhD
Employed
18.523431
Urban
Basic
0
9
581
3
2022-10-04 15:21:39.151732
Good
No
Monthly
House
627
1,162,373
55
Female
18,272
Married
4
PhD
Employed
6.963167
Urban
Basic
null
1
804
8
2021-12-25 15:21:39.272456
Poor
Yes
Weekly
Condo
387
1,162,374
29
Male
6,501
Married
1
High School
null
21.080869
Rural
Basic
null
7
846
1
2023-11-07 15:21:39.237118
Poor
Yes
Rarely
House
468
1,162,375
51
Male
17
Divorced
1
High School
Self-Employed
23.1817
Rural
Comprehensive
1
9
488
5
2023-05-07 15:21:39.092127
Good
No
Daily
Apartment
442
1,162,376
36
Female
25,892
Single
3
Bachelor's
null
20.824442
Suburban
Premium
3
2
523
8
2020-02-06 15:21:39.090124
Poor
Yes
Daily
House
755
1,162,377
61
Male
20,389
Divorced
0
PhD
null
6.639286
Urban
Comprehensive
1
7
541
5
2023-02-09 15:21:39.143708
Average
Yes
Rarely
Apartment
884
1,162,378
42
Male
5,749
null
2
Master's
Employed
10.187881
Urban
Premium
1
9
506
1
2021-05-07 15:21:39.283783
Good
Yes
Monthly
Apartment
1,729
1,162,379
50
Male
18,455
Single
1
High School
Unemployed
20.848306
Suburban
Comprehensive
0
19
308
7
2021-03-05 15:21:39.119168
Poor
No
Weekly
Apartment
1,398
1,162,380
28
Female
47,928
Married
4
Bachelor's
Employed
null
Urban
Comprehensive
null
1
518
5
2022-03-29 15:21:39.256696
Good
Yes
Monthly
Condo
3,426
1,162,381
63
Male
9,481
Single
0
High School
null
42.184746
Suburban
Comprehensive
null
19
742
7
2020-01-11 15:21:39.201446
Poor
No
Monthly
House
894
1,162,382
58
Male
3,623
Single
0
Bachelor's
null
44.445939
Urban
Comprehensive
null
15
null
7
2024-05-27 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,063
1,162,383
54
Male
20,706
Single
1
High School
null
34.97665
Suburban
Premium
null
18
715
5
2022-06-26 15:21:39.214388
Good
No
Daily
Apartment
473
1,162,384
29
Male
21,992
Divorced
0
PhD
Self-Employed
21.63416
Urban
Comprehensive
null
6
521
9
2024-07-19 15:21:39.119168
Good
Yes
Daily
House
2,189
1,162,385
63
Male
12,991
Single
4
High School
Employed
17.681958
Rural
Comprehensive
1
9
689
7
2021-05-23 15:21:39.237118
Poor
Yes
Daily
House
524
1,162,386
24
Female
44,213
Married
0
High School
Self-Employed
null
Urban
Basic
0
8
422
2
2023-02-06 15:21:39.155231
Average
Yes
Daily
Apartment
1,690
1,162,387
33
Male
4,437
Married
0
PhD
Self-Employed
43.61864
Rural
Comprehensive
2
12
672
7
2023-06-01 15:21:39.233485
Poor
Yes
Weekly
Condo
639
1,162,388
33
Female
6,769
Married
0
PhD
null
4.098164
Rural
Comprehensive
0
18
397
5
2023-02-21 15:21:39.283783
Good
Yes
Daily
House
1,189
1,162,389
22
Male
31,234
Single
0
Bachelor's
Unemployed
35.441616
Rural
Basic
2
13
751
9
2023-01-17 15:21:39.224915
Average
Yes
Weekly
Apartment
731
1,162,390
43
Female
143,813
null
2
Bachelor's
Self-Employed
23.923791
Suburban
Comprehensive
3
6
308
3
2022-03-26 15:21:39.283783
Average
No
Rarely
Condo
1,195
1,162,391
30
Female
27,696
Single
3
PhD
Unemployed
19.185078
Suburban
Premium
0
4
848
5
2023-08-25 15:21:39.237118
Average
Yes
Daily
Condo
1,068
1,162,392
null
Male
66,904
Divorced
2
PhD
Unemployed
18.619178
Urban
Premium
1
0
328
5
2024-07-10 15:21:39.088124
Good
Yes
Daily
Condo
546
1,162,393
28
Female
25,996
null
0
Master's
Self-Employed
10.443616
Urban
Premium
0
5
null
7
2021-08-25 15:21:39.134960
Poor
No
Daily
Condo
1,139
1,162,394
52
Male
75,944
Divorced
2
Master's
Self-Employed
21.788436
Urban
Basic
null
0
347
6
2022-03-28 15:21:39.285112
Good
No
Weekly
Condo
819
1,162,395
41
Female
7,073
Single
4
PhD
Self-Employed
18.385818
Suburban
Comprehensive
null
14
547
9
2019-11-03 15:21:39.192212
Good
No
Monthly
House
966
1,162,396
20
Male
10,198
Divorced
2
PhD
Unemployed
26.859105
Suburban
Basic
0
13
731
1
2024-02-14 15:21:39.187211
Poor
Yes
Daily
House
562
1,162,397
56
Male
1,318
Divorced
null
PhD
null
18.998936
Urban
Basic
2
8
621
8
2020-12-14 15:21:39.191219
Poor
Yes
Weekly
Condo
721
1,162,398
27
Male
26,700
Single
4
PhD
Self-Employed
8.75864
Suburban
Basic
1
10
707
1
2023-05-19 15:21:39.289099
Average
Yes
Rarely
Apartment
2,133
1,162,399
22
Female
14,051
Married
2
Master's
null
22.010904
Urban
Premium
1
12
null
6
2023-11-21 15:21:39.231531
Good
Yes
Weekly
House
596