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
15,300
47
Female
2,428
Divorced
1
Master's
Self-Employed
31.90763
Suburban
Basic
2
19
731
3
2020-03-02 15:21:39.155231
Poor
Yes
Monthly
Condo
446
15,301
20
Female
12,095
Married
3
Master's
null
42.140743
Suburban
Comprehensive
2
19
623
7
2021-02-05 15:21:39.122134
Poor
Yes
Monthly
House
1,077
15,302
19
Female
null
Single
null
High School
Self-Employed
11.548434
Urban
Comprehensive
1
14
308
6
2020-06-28 15:21:39.155231
Good
No
Weekly
Condo
1,705
15,303
51
Male
5,879
Single
2
PhD
Employed
11.087239
Rural
Basic
null
4
762
8
2022-08-14 15:21:39.177724
Average
No
Weekly
House
1,181
15,304
61
Male
103,518
Single
1
High School
Self-Employed
33.623715
Suburban
Comprehensive
0
19
360
9
2024-02-08 15:21:39.123711
Good
No
Rarely
Condo
29
15,305
63
Female
1,676
Single
4
High School
Unemployed
32.37383
Urban
Basic
2
10
507
8
2020-05-10 15:21:39.155231
Average
Yes
Daily
Apartment
1,549
15,306
23
Male
33,018
Single
0
High School
Self-Employed
30.707783
Rural
Premium
null
10
503
3
2019-11-19 15:21:39.150730
Poor
Yes
Daily
Condo
2,563
15,307
55
Female
71,811
Married
4
High School
Unemployed
38.715198
Urban
Premium
2
0
827
3
2020-01-26 15:21:39.209847
Poor
No
Rarely
House
3,311
15,308
26
Female
16,440
Married
3
Bachelor's
Self-Employed
13.173018
Suburban
Basic
1
13
724
8
2023-11-20 15:21:39.274993
Good
No
Rarely
House
1,622
15,309
45
Female
15,416
Single
1
High School
Unemployed
11.172003
Suburban
Comprehensive
0
2
613
6
2020-06-20 15:21:39.228521
Poor
No
Monthly
Condo
2,341
15,310
40
Female
569
Married
1
PhD
Unemployed
14.858147
Suburban
Basic
null
5
814
8
2020-03-19 15:21:39.155231
Good
Yes
Monthly
Condo
115
15,311
41
Male
65,740
Single
2
High School
null
40.820053
Rural
Basic
5
17
531
2
2021-10-16 15:21:39.155231
Average
No
Rarely
Condo
2,225
15,312
52
Male
31,371
Divorced
2
High School
Unemployed
5.565615
Suburban
Basic
null
1
661
4
2022-12-09 15:21:39.107553
Poor
No
Monthly
Apartment
784
15,313
57
Female
1,330
Single
3
Master's
Employed
7.453255
Rural
Basic
0
10
395
9
2023-05-11 15:21:39.204790
Poor
No
Daily
House
1,117
15,314
55
Female
9,953
Single
3
High School
Employed
12.37998
Rural
Comprehensive
0
5
381
1
2023-05-22 15:21:39.086123
Average
No
Rarely
Condo
690
15,315
35
Male
6,942
Divorced
0
High School
null
30.754945
Urban
Basic
1
0
null
4
2021-02-20 15:21:39.150730
Average
Yes
Daily
House
3,051
15,316
42
Female
34,382
Divorced
1
Master's
null
29.071504
Urban
Comprehensive
null
8
769
8
2023-10-28 15:21:39.086123
Good
No
Weekly
Condo
791
15,317
57
Male
17,438
Married
1
Bachelor's
null
42.222974
Rural
Premium
1
7
678
3
2020-02-09 15:21:39.079128
Good
No
Daily
Apartment
979
15,318
36
Male
10,026
null
3
Master's
null
19.297039
Rural
Basic
0
1
null
7
2019-09-22 15:21:39.091080
Average
Yes
Weekly
House
1,482
15,319
21
Male
50,555
Single
0
Master's
Unemployed
null
Suburban
Basic
null
2
486
9
2021-04-10 15:21:39.198406
null
Yes
Rarely
House
695
15,320
51
Female
5,099
Married
null
Bachelor's
Employed
36.63725
Urban
Premium
2
14
752
3
2023-04-20 15:21:39.208842
Good
Yes
Daily
Condo
1,069
15,321
61
Male
11,551
Married
2
Master's
Employed
5.988511
Suburban
Premium
0
10
null
4
2020-11-05 15:21:39.237118
Average
Yes
Monthly
House
1,523
15,322
21
Male
7,091
Divorced
2
High School
null
16.286428
Urban
Comprehensive
1
8
696
1
2020-02-08 15:21:39.129190
Good
Yes
Daily
Condo
1,145
15,323
61
Male
57,588
Divorced
0
PhD
Self-Employed
43.784039
Urban
Comprehensive
3
5
476
2
2022-08-13 15:21:39.237118
Good
No
Monthly
Apartment
30
15,324
18
Female
30,228
Divorced
4
Master's
Unemployed
16.354711
Rural
Basic
1
11
528
9
2023-03-19 15:21:39.126661
Average
No
Rarely
Apartment
1,839
15,325
23
Male
25,140
Divorced
0
High School
null
48.869579
Rural
Basic
null
8
748
1
2021-07-13 15:21:39.155231
Poor
No
Monthly
House
677
15,326
21
Female
17,992
Single
1
PhD
Employed
37.38635
Rural
Comprehensive
null
11
590
4
2022-03-24 15:21:39.134960
Average
Yes
Daily
House
1,821
15,327
19
Male
43,940
Married
2
Master's
Unemployed
27.498521
Rural
Basic
1
16
582
5
2024-01-24 15:21:39.209847
Poor
Yes
Daily
Condo
1,547
15,328
37
Male
17,140
Divorced
3
Master's
Unemployed
20.162284
Urban
Basic
null
16
674
1
2020-02-09 15:21:39.167099
Good
No
Rarely
House
657
15,329
28
Female
4,815
Married
4
PhD
null
35.824512
Urban
Comprehensive
null
9
713
4
2020-01-29 15:21:39.084065
Average
Yes
Weekly
Apartment
150
15,330
28
Female
7,519
Married
0
PhD
Unemployed
15.917995
Urban
Comprehensive
null
0
556
5
2020-07-11 15:21:39.237118
Average
No
Weekly
Apartment
1,543
15,331
20
Female
24,379
Divorced
4
High School
null
11.473014
Rural
Premium
1
17
574
1
2021-03-16 15:21:39.174719
Good
Yes
Daily
Apartment
622
15,332
56
Male
57
Divorced
4
Bachelor's
Unemployed
4.861656
Suburban
Comprehensive
2
9
694
8
2020-04-16 15:21:39.264504
Good
Yes
Daily
Apartment
896
15,333
50
Male
29,574
Single
0
Master's
Self-Employed
18.251572
Rural
Comprehensive
null
18
573
7
2019-09-20 15:21:39.083497
Poor
No
Daily
House
122
15,334
21
Female
16,354
Single
4
Bachelor's
null
11.059046
Rural
Basic
0
0
null
3
2023-03-05 15:21:39.226954
Average
No
Monthly
House
604
15,335
52
Female
18,992
Single
2
Master's
Employed
42.814296
Urban
Basic
0
16
null
7
2022-06-15 15:21:39.088124
Average
No
Monthly
Condo
2,671
15,336
42
Female
91,484
Single
3
Bachelor's
Unemployed
15.403572
Rural
Premium
3
11
null
7
2020-02-27 15:21:39.131192
Average
No
Weekly
House
2,835
15,337
56
Female
37,506
Married
4
PhD
Unemployed
43.581509
Urban
Premium
null
18
332
8
2021-08-17 15:21:39.216387
Average
No
Weekly
Condo
789
15,338
58
Female
857
Single
3
Master's
Self-Employed
31.829731
Suburban
Premium
null
6
728
5
2020-06-27 15:21:39.244069
Average
No
Weekly
House
28
15,339
54
Male
27,189
Married
null
High School
Self-Employed
19.674906
Rural
Premium
1
10
747
7
2022-02-21 15:21:39.193945
Good
No
Rarely
Condo
1,484
15,340
37
Male
28,321
Married
3
High School
Unemployed
3.922662
Rural
Premium
1
8
799
6
2023-05-24 15:21:39.289099
Average
Yes
Daily
Apartment
1,722
15,341
60
Female
20,720
Single
null
Master's
Self-Employed
35.758913
Rural
Basic
3
19
792
1
2023-07-10 15:21:39.181605
Good
No
Rarely
Apartment
1,010
15,342
23
Female
54,917
Married
2
Master's
Self-Employed
8.858265
Suburban
Comprehensive
null
19
437
1
2020-01-04 15:21:39.219432
null
Yes
Daily
House
2,627
15,343
44
Female
null
Single
2
High School
Employed
38.735851
Urban
Basic
null
5
464
7
2023-08-24 15:21:39.134960
Poor
Yes
Monthly
Condo
386
15,344
40
Male
16,949
Single
1
High School
Self-Employed
13.917571
Rural
Comprehensive
0
13
null
3
2022-05-23 15:21:39.155231
Good
No
Daily
House
513
15,345
23
Male
1,686
Married
4
Master's
null
9.12297
Urban
Comprehensive
0
0
null
3
2021-01-03 15:21:39.276901
Poor
Yes
Weekly
House
195
15,346
24
Male
34,073
Married
1
High School
Unemployed
18.233968
Suburban
Basic
1
16
null
2
2019-12-30 15:21:39.122134
Poor
Yes
Daily
Condo
42
15,347
20
Female
1,338
Married
3
PhD
Employed
29.390772
Urban
Comprehensive
1
6
495
9
2020-06-01 15:21:39.285112
Poor
No
Monthly
Condo
691
15,348
27
Female
2,379
Single
0
High School
null
9.686424
Rural
Comprehensive
null
5
694
4
2019-11-02 15:21:39.114118
Good
No
Weekly
Apartment
3,244
15,349
28
Female
5,546
Married
2
Master's
Employed
45.705746
Urban
Premium
1
8
438
9
2023-02-10 15:21:39.172097
null
No
Monthly
Apartment
1,616
15,350
22
Male
43,863
Divorced
4
Bachelor's
null
6.611498
Rural
Comprehensive
2
15
null
9
2023-03-11 15:21:39.134960
Good
Yes
Rarely
Condo
471
15,351
36
Female
6,093
Divorced
3
High School
Employed
null
Rural
Premium
null
15
735
3
2023-08-26 15:21:39.175719
Average
Yes
Rarely
House
596
15,352
53
Male
29,127
Divorced
0
Bachelor's
Employed
7.957284
Rural
Basic
null
12
828
5
2023-06-29 15:21:39.233998
Good
No
Rarely
House
819
15,353
64
Female
3,258
Married
2
Bachelor's
Employed
25.926753
Rural
Basic
null
6
573
7
2023-05-05 15:21:39.264504
Poor
No
Daily
House
434
15,354
59
Male
2,065
Divorced
3
High School
null
29.669071
Suburban
Comprehensive
0
9
301
1
2020-06-01 15:21:39.180553
Good
Yes
Daily
House
1,582
15,355
61
Male
9,084
Married
4
Bachelor's
Self-Employed
34.168027
Urban
Basic
null
7
722
4
2021-12-19 15:21:39.082499
Good
No
Daily
Condo
817
15,356
19
Male
106,444
Married
3
Bachelor's
Self-Employed
15.064474
Rural
Basic
1
4
354
4
2022-09-15 15:21:39.237118
Good
Yes
Weekly
Apartment
3,025
15,357
44
Male
90,916
Married
0
Bachelor's
Unemployed
15.806928
Rural
Comprehensive
1
4
427
7
2020-03-05 15:21:39.211806
Average
Yes
Rarely
House
1,273
15,358
36
Male
6,819
Divorced
0
High School
Employed
null
Rural
Premium
null
13
659
5
2022-01-29 15:21:39.216387
Average
Yes
Weekly
Apartment
393
15,359
23
Female
27,119
Single
0
PhD
Self-Employed
9.560925
Urban
Premium
0
1
null
6
2023-09-17 15:21:39.122134
null
No
Rarely
House
1,287
15,360
18
Male
119,456
Single
4
High School
Unemployed
24.955158
Rural
Basic
1
7
434
1
2023-05-17 15:21:39.152732
Good
No
Rarely
Apartment
1,932
15,361
38
Male
28,550
Single
0
PhD
null
13.534885
Rural
Comprehensive
1
8
639
6
2021-10-11 15:21:39.254678
Good
No
Monthly
Apartment
659
15,362
59
Male
8,333
Divorced
0
Bachelor's
null
25.151993
Rural
Comprehensive
null
16
434
6
2022-06-20 15:21:39.193945
Average
No
Rarely
Apartment
90
15,363
35
Male
null
Married
1
PhD
Unemployed
23.243827
Rural
Premium
1
12
436
9
2020-02-20 15:21:39.253660
Average
Yes
Weekly
Condo
293
15,364
41
Male
7,981
Single
1
PhD
Self-Employed
29.175949
Rural
Premium
1
19
487
5
2019-12-25 15:21:39.172097
Good
No
Daily
Apartment
2,691
15,365
32
Female
13,430
Single
1
PhD
Self-Employed
37.927803
Rural
Comprehensive
0
3
816
8
2023-07-07 15:21:39.079128
Average
Yes
Daily
Apartment
1,163
15,366
24
Female
44,954
Married
3
PhD
Employed
12.479954
Urban
Comprehensive
2
4
748
3
2021-10-04 15:21:39.264504
Poor
No
Weekly
Condo
1,568
15,367
28
Female
15,645
Divorced
null
PhD
Employed
36.682048
Suburban
Premium
1
7
539
2
2022-07-01 15:21:39.277975
Poor
No
Rarely
House
675
15,368
27
Female
5,961
Married
4
Bachelor's
Employed
29.97086
Suburban
Basic
1
10
588
1
2022-07-16 15:21:39.107553
Poor
No
Rarely
Apartment
722
15,369
54
Female
15,397
Single
3
Bachelor's
Self-Employed
33.813139
Suburban
Basic
0
19
847
9
2022-06-28 15:21:39.233998
Poor
Yes
Daily
House
1,077
15,370
47
Male
81,803
Single
null
Bachelor's
Employed
10.058125
Urban
Basic
null
14
787
7
2019-08-17 15:21:39.155231
Poor
No
Rarely
Condo
3,122
15,371
18
Male
6,559
Married
0
PhD
Employed
22.568934
Rural
Comprehensive
null
3
721
7
2022-05-30 15:21:39.264504
Average
Yes
Monthly
Apartment
788
15,372
25
Female
46,575
Divorced
null
High School
Unemployed
43.749886
Urban
Comprehensive
0
17
603
2
2023-10-07 15:21:39.258696
Poor
Yes
Daily
Apartment
231
15,373
45
Female
31,253
Married
4
High School
null
46.393607
Suburban
Premium
0
3
773
3
2020-09-03 15:21:39.253660
Average
No
Monthly
Apartment
167
15,374
64
Male
17,862
Single
0
Bachelor's
Self-Employed
44.857451
Suburban
Comprehensive
1
11
587
2
2020-04-20 15:21:39.253660
Poor
Yes
Rarely
House
1,253
15,375
24
Female
30,206
Married
2
Bachelor's
Employed
32.184467
Rural
Comprehensive
0
10
629
8
2022-11-28 15:21:39.228521
Poor
Yes
Rarely
House
710
15,376
28
Female
85,982
Married
null
Bachelor's
Employed
29.68407
Urban
Basic
null
2
454
6
2020-01-11 15:21:39.253660
Average
No
Weekly
Condo
3,243
15,377
22
Female
6,945
Divorced
4
Bachelor's
null
16.488909
Suburban
Premium
1
3
585
6
2022-05-07 15:21:39.155231
Poor
No
Daily
Condo
1,770
15,378
44
Female
83,663
Married
0
High School
null
39.944766
Urban
Basic
0
5
457
3
2023-07-09 15:21:39.129190
Poor
No
Weekly
Apartment
546
15,379
47
Male
84,410
Married
2
Bachelor's
Employed
12.71679
Urban
Premium
3
3
623
6
2019-11-24 15:21:39.110557
Average
Yes
Weekly
House
3,923
15,380
28
Female
4,923
Divorced
1
High School
null
30.308912
Urban
Basic
null
3
662
1
2019-08-23 15:21:39.082499
Good
Yes
Weekly
Condo
1,119
15,381
33
Female
null
Divorced
2
High School
Unemployed
null
Urban
Premium
0
4
415
3
2021-02-19 15:21:39.115178
Poor
No
Rarely
Condo
483
15,382
20
Male
24,299
Divorced
null
PhD
Employed
38.744799
Suburban
Basic
0
12
636
6
2022-06-09 15:21:39.281787
Good
Yes
Daily
Apartment
821
15,383
18
Male
5,534
Divorced
3
Master's
Unemployed
4.049813
Urban
Basic
0
7
548
2
2023-08-22 15:21:39.144722
Average
Yes
Daily
Condo
3,037
15,384
20
Male
124,520
Single
3
PhD
Employed
37.852108
Urban
Basic
0
7
607
9
2020-02-03 15:21:39.134960
Good
No
Monthly
House
230
15,385
27
Female
63,531
Married
1
Bachelor's
Unemployed
37.651966
Rural
Comprehensive
null
18
476
5
2022-08-20 15:21:39.134960
Average
No
Daily
Apartment
2,387
15,386
62
Male
40,863
Divorced
null
Master's
null
28.096024
Urban
Premium
null
16
538
4
2019-12-25 15:21:39.256696
Poor
Yes
Rarely
Apartment
2,944
15,387
25
Female
null
Married
null
Master's
null
24.735691
Suburban
Basic
null
11
529
5
2021-06-12 15:21:39.218388
Poor
No
Rarely
Apartment
213
15,388
37
Female
46,255
Single
2
PhD
Self-Employed
6.720147
Suburban
Basic
null
5
437
4
2022-10-03 15:21:39.126661
Poor
No
Weekly
Condo
45
15,389
29
Female
134,722
Single
3
PhD
Self-Employed
43.049447
Urban
Premium
1
4
421
4
2023-04-21 15:21:39.087123
Average
Yes
Rarely
Condo
706
15,390
23
Male
9,071
Single
0
Master's
null
40.079309
Rural
Comprehensive
1
5
613
1
2024-02-10 15:21:39.134960
Good
No
Rarely
House
683
15,391
20
Female
44,794
Divorced
null
PhD
Self-Employed
11.753503
Suburban
Premium
2
4
690
7
2020-12-13 15:21:39.245086
Average
Yes
Rarely
House
852
15,392
39
Male
85,701
Married
4
PhD
Employed
32.858971
Suburban
Comprehensive
2
16
605
5
2021-03-24 15:21:39.274993
null
Yes
Rarely
Apartment
1,223
15,393
46
Male
4,107
Divorced
1
PhD
Employed
30.923763
Urban
Basic
1
11
416
5
2020-10-09 15:21:39.269494
Poor
Yes
Rarely
House
416
15,394
52
Male
136,094
Divorced
3
PhD
Employed
16.814058
Rural
Comprehensive
0
9
441
7
2024-05-31 15:21:39.184157
Good
No
Rarely
Condo
1,008
15,395
35
Male
17,588
Married
0
PhD
Unemployed
9.924349
Rural
Comprehensive
4
1
509
9
2021-07-18 15:21:39.134960
null
Yes
Weekly
Condo
1,327
15,396
22
Male
35,454
Divorced
4
Bachelor's
Self-Employed
25.993427
Urban
Comprehensive
1
9
398
4
2022-05-28 15:21:39.175719
Poor
No
Weekly
House
688
15,397
26
Male
39,474
Divorced
0
PhD
Unemployed
49.69425
Suburban
Basic
0
6
602
3
2022-05-25 15:21:39.247098
Good
Yes
Weekly
House
917
15,398
38
Female
5,055
Divorced
4
High School
Self-Employed
33.167899
Suburban
Premium
1
6
653
1
2022-02-18 15:21:39.130190
Good
Yes
Rarely
Condo
2,950
15,399
47
Male
23,593
Married
1
Master's
Unemployed
32.504839
Urban
Premium
2
7
511
2
2023-07-04 15:21:39.208842
Good
No
Rarely
House
496