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
50,300
26
Female
38,969
Married
3
Master's
Self-Employed
45.1864
Suburban
Comprehensive
null
19
null
4
2021-09-04 15:21:39.132191
Good
Yes
Weekly
House
818
50,301
53
Female
547
Married
0
High School
Self-Employed
15.853634
Suburban
Basic
1
14
489
7
2020-10-17 15:21:39.209847
Average
Yes
Weekly
House
1,282
50,302
58
Male
96,778
Married
4
Bachelor's
Unemployed
24.051244
Urban
Premium
null
15
311
3
2023-12-26 15:21:39.282785
Average
Yes
Rarely
House
1,240
50,303
53
Female
89,909
Single
4
Master's
Unemployed
43.764267
Urban
Comprehensive
2
15
775
2
2022-03-07 15:21:39.097737
null
No
Weekly
Apartment
22
50,304
38
Female
25,894
Single
0
High School
Employed
22.692649
Urban
Premium
2
12
801
3
2021-05-27 15:21:39.132191
Good
Yes
Weekly
Condo
884
50,305
59
Female
6,909
Married
2
PhD
Employed
28.56437
Suburban
Basic
null
12
488
2
2024-03-07 15:21:39.081504
Average
Yes
Monthly
Apartment
3,872
50,306
34
Male
16,101
Divorced
2
Bachelor's
Self-Employed
18.964443
Rural
Basic
0
2
578
2
2023-10-23 15:21:39.166062
Poor
Yes
Rarely
Condo
1,553
50,307
59
Female
1,066
Single
4
High School
Employed
28.459861
Urban
Basic
3
4
662
2
2021-12-19 15:21:39.078837
null
Yes
Daily
House
478
50,308
35
Female
51,431
Single
2
Master's
null
21.160906
Suburban
Basic
0
6
364
3
2023-12-17 15:21:39.155231
Average
No
Monthly
Condo
534
50,309
49
Female
104,594
Single
null
PhD
Employed
48.293004
Suburban
Comprehensive
null
16
587
1
2024-03-11 15:21:39.197445
null
No
Monthly
House
2,561
50,310
21
Male
5,837
Single
2
PhD
Unemployed
38.738778
Suburban
Premium
1
8
524
7
2020-02-09 15:21:39.288099
Good
No
Rarely
Condo
556
50,311
36
Male
17,287
Single
2
Master's
Unemployed
19.03874
Rural
Basic
0
14
622
1
2019-11-02 15:21:39.155231
Average
Yes
Rarely
Condo
1,052
50,312
27
Male
28,991
Married
4
Master's
Self-Employed
27.272801
Rural
Premium
1
7
677
1
2024-01-13 15:21:39.200452
Poor
No
Rarely
House
515
50,313
40
Male
20,287
Married
null
Master's
Self-Employed
40.898606
Suburban
Premium
null
16
721
2
2022-01-26 15:21:39.079128
Poor
No
Monthly
House
631
50,314
57
Male
41,547
Divorced
3
High School
Unemployed
46.060047
Rural
Comprehensive
0
3
347
5
2022-01-23 15:21:39.108562
Average
Yes
Daily
Apartment
2,173
50,315
55
Female
19,989
Single
0
High School
Unemployed
44.231695
Urban
Premium
null
3
510
5
2023-10-23 15:21:39.098696
Good
No
Rarely
Condo
418
50,316
41
Female
89,854
Married
4
Master's
Employed
31.018032
Rural
Comprehensive
1
4
536
7
2024-03-02 15:21:39.088124
Average
Yes
Daily
House
377
50,317
44
Male
null
Single
2
High School
null
27.827873
Suburban
Comprehensive
1
6
336
7
2021-05-30 15:21:39.134960
Good
Yes
Monthly
Condo
952
50,318
63
Male
45,637
Married
1
PhD
Self-Employed
36.9238
Suburban
Premium
null
11
788
9
2022-02-10 15:21:39.134960
Poor
Yes
Rarely
Condo
576
50,319
49
Male
14,894
Divorced
null
Master's
null
16.478081
Rural
Premium
0
10
681
5
2024-05-10 15:21:39.237118
Average
No
Daily
Condo
1,077
50,320
37
Female
709
Married
1
PhD
Employed
24.892263
Urban
Premium
1
5
387
9
2022-11-02 15:21:39.155231
Good
Yes
Rarely
House
1,459
50,321
46
Male
88,317
Single
4
Master's
Self-Employed
14.445465
Urban
Premium
1
9
744
2
2020-05-20 15:21:39.079128
Poor
Yes
Daily
House
246
50,322
33
Male
17,227
Single
4
PhD
Employed
19.951051
Rural
Basic
0
16
372
8
2020-02-27 15:21:39.173661
Average
No
Weekly
House
1,703
50,323
58
Male
35,786
Single
3
Bachelor's
Unemployed
25.965485
Rural
Premium
0
13
622
4
2024-02-23 15:21:39.185215
Poor
Yes
Rarely
House
436
50,324
59
Female
45,664
Married
3
PhD
null
34.246906
Suburban
Premium
null
11
null
7
2023-05-02 15:21:39.166062
Good
No
Daily
Condo
1,018
50,325
55
Male
20,597
Divorced
3
PhD
Self-Employed
7.391776
Urban
Premium
2
6
591
9
2020-10-12 15:21:39.126661
Average
No
Daily
Condo
2,536
50,326
40
Female
13,817
Married
2
PhD
null
41.604075
Suburban
Comprehensive
1
8
555
9
2023-04-03 15:21:39.148733
Average
No
Monthly
Condo
249
50,327
34
Female
506
Single
3
High School
Employed
26.259724
Rural
Basic
2
19
461
1
2019-09-01 15:21:39.155231
Poor
No
Monthly
Condo
36
50,328
null
Female
44,226
Divorced
0
PhD
Self-Employed
45.457622
Suburban
Premium
null
14
752
9
2023-01-18 15:21:39.090124
Average
Yes
Rarely
Apartment
36
50,329
60
Male
17,458
Divorced
1
PhD
Self-Employed
23.482592
Suburban
Basic
1
19
405
1
2020-07-06 15:21:39.155231
Good
Yes
Rarely
House
860
50,330
45
Female
2,490
Married
2
Bachelor's
Unemployed
23.893546
Suburban
Basic
3
0
312
2
2019-09-18 15:21:39.111551
Good
Yes
Monthly
Apartment
1,155
50,331
64
Male
109,454
Divorced
0
PhD
null
5.914761
Rural
Premium
0
6
310
6
2021-03-25 15:21:39.213373
Good
Yes
Rarely
Apartment
798
50,332
37
Male
15,641
Divorced
2
High School
null
22.923198
Urban
Premium
2
6
731
8
2019-10-03 15:21:39.182597
Good
Yes
Weekly
Apartment
469
50,333
38
Female
33,172
Single
2
PhD
Employed
38.096769
Rural
Basic
null
0
463
6
2022-03-18 15:21:39.122134
Poor
Yes
Weekly
Condo
248
50,334
58
Female
139,937
Single
1
Master's
null
51.746293
Rural
Comprehensive
2
9
685
5
2021-12-19 15:21:39.113566
Average
No
Monthly
Apartment
801
50,335
60
Female
628
Single
4
PhD
Self-Employed
25.907326
Urban
Basic
0
10
563
5
2024-07-05 15:21:39.134960
Poor
No
Monthly
Condo
32
50,336
25
Male
43,782
Divorced
0
Bachelor's
Unemployed
19.129918
Suburban
Comprehensive
1
16
810
4
2019-12-02 15:21:39.209847
null
Yes
Daily
House
1,025
50,337
61
Male
10,014
Single
3
PhD
Employed
34.992366
Urban
Premium
null
15
526
5
2020-05-24 15:21:39.265513
Average
No
Monthly
Apartment
494
50,338
48
Female
134,851
Married
4
Bachelor's
Self-Employed
9.569775
Suburban
Premium
2
9
418
5
2019-08-22 15:21:39.095696
Average
Yes
Rarely
Apartment
1,479
50,339
47
Male
null
Single
3
Bachelor's
null
41.938479
Suburban
Premium
0
12
397
2
2021-11-23 15:21:39.204790
Poor
Yes
Daily
House
597
50,340
60
Female
1,424
Single
4
High School
Employed
35.446857
Urban
Basic
null
5
621
7
2023-05-14 15:21:39.155231
Good
Yes
Rarely
Condo
50
50,341
22
Female
37,221
Single
null
PhD
Employed
7.540819
Urban
Comprehensive
1
17
790
7
2021-08-29 15:21:39.237118
Good
Yes
Rarely
Apartment
2,842
50,342
45
Female
16,076
Single
4
Bachelor's
Unemployed
40.14552
Suburban
Comprehensive
null
14
701
1
2020-03-27 15:21:39.101733
Poor
No
Rarely
Condo
2,456
50,343
61
Female
5,872
Married
null
Bachelor's
null
4.93612
Urban
Comprehensive
0
7
774
1
2020-09-19 15:21:39.237118
Poor
Yes
Rarely
Condo
757
50,344
59
Female
29,787
Married
1
High School
Employed
10.929674
Rural
Premium
2
6
489
8
2022-01-02 15:21:39.134960
Good
Yes
Monthly
Apartment
2,084
50,345
62
Female
35,239
Single
3
High School
Employed
18.363818
Suburban
Comprehensive
null
7
null
9
2021-04-02 15:21:39.174719
Average
Yes
Monthly
Condo
584
50,346
26
Male
40,894
Single
0
High School
Unemployed
null
Rural
Comprehensive
null
1
827
7
2020-11-27 15:21:39.143708
Good
No
Monthly
Apartment
1,035
50,347
20
Female
81,535
Married
1
PhD
Self-Employed
29.065447
Urban
Premium
2
1
459
2
2020-11-18 15:21:39.092127
Poor
No
Weekly
House
549
50,348
59
Female
18,149
Divorced
1
PhD
Employed
26.009651
Rural
Basic
1
19
null
5
2021-05-05 15:21:39.222387
Good
No
Rarely
Condo
982
50,349
null
Female
45,640
Single
1
Master's
null
26.772235
Urban
Basic
0
1
801
3
2020-07-21 15:21:39.283783
Good
No
Monthly
Apartment
793
50,350
47
Male
61,541
Married
null
PhD
Employed
26.729566
Rural
Comprehensive
1
7
null
4
2023-03-17 15:21:39.279729
Average
No
Rarely
Condo
385
50,351
54
Female
33,760
Single
0
Bachelor's
Employed
26.794052
Urban
Basic
1
3
511
1
2021-10-08 15:21:39.285112
Good
No
Monthly
House
715
50,352
19
Female
46,118
null
1
PhD
Employed
28.265025
Urban
Premium
null
13
473
6
2019-09-10 15:21:39.213373
Good
No
Daily
Condo
508
50,353
20
Female
null
Married
2
Master's
Unemployed
null
Suburban
Premium
0
1
434
5
2019-11-23 15:21:39.080440
Average
No
Daily
Condo
955
50,354
25
Male
16,897
Single
4
High School
Self-Employed
21.937331
Rural
Basic
0
5
644
5
2020-06-17 15:21:39.134960
Poor
Yes
Daily
Apartment
663
50,355
26
Female
35,644
Married
4
PhD
Employed
30.276097
Suburban
Premium
0
19
null
2
2019-12-15 15:21:39.081504
Good
No
Daily
Apartment
1,534
50,356
51
Male
83,566
Married
0
High School
Employed
45.053724
Rural
Comprehensive
null
18
546
1
2019-12-03 15:21:39.098696
null
Yes
Rarely
Condo
2,525
50,357
36
Female
3,872
Single
4
High School
Employed
22.553847
Rural
Premium
2
10
577
7
2020-02-03 15:21:39.155231
Good
Yes
Daily
Apartment
1,036
50,358
55
Female
3,514
Married
0
Master's
Employed
19.065051
Suburban
Premium
2
6
522
9
2024-05-28 15:21:39.175719
Poor
Yes
Daily
House
39
50,359
33
Female
80,724
Single
2
Master's
Unemployed
3.348008
Urban
Premium
null
18
462
8
2022-10-21 15:21:39.082499
Average
No
Rarely
House
51
50,360
55
Female
29,072
Married
2
Bachelor's
Employed
49.859394
Rural
Comprehensive
null
9
639
5
2022-06-30 15:21:39.093681
Good
Yes
Weekly
House
1,141
50,361
29
Male
3,089
Divorced
3
Master's
Unemployed
11.730433
Urban
Premium
null
12
506
4
2021-07-25 15:21:39.237118
Poor
Yes
Daily
Condo
33
50,362
36
Male
2,598
Married
null
Master's
Unemployed
9.823999
Urban
Comprehensive
2
9
497
1
2022-05-31 15:21:39.164044
Average
No
Rarely
Condo
1,704
50,363
49
Female
null
Divorced
3
Master's
null
29.093665
Urban
Comprehensive
null
6
801
1
2020-08-27 15:21:39.134960
Average
Yes
Daily
House
153
50,364
29
Male
23,755
Divorced
2
Master's
Employed
21.126683
Rural
Comprehensive
0
15
773
9
2020-06-28 15:21:39.289099
Average
Yes
Monthly
Apartment
1,405
50,365
49
Female
12,083
Divorced
3
High School
null
12.740627
Urban
Basic
1
16
437
4
2022-03-11 15:21:39.265513
Good
Yes
Rarely
Apartment
628
50,366
42
Male
1,227
Divorced
2
Master's
null
43.654942
Suburban
Comprehensive
3
5
604
3
2021-09-01 15:21:39.281787
Good
Yes
Daily
Condo
1,417
50,367
19
Female
86,432
Divorced
3
Master's
Self-Employed
30.712635
Urban
Premium
0
5
508
1
2020-01-04 15:21:39.128286
Average
Yes
Rarely
House
1,949
50,368
24
Male
15,963
Divorced
0
High School
Employed
null
Urban
Comprehensive
0
17
null
5
2022-10-04 15:21:39.185215
Poor
Yes
Daily
Condo
1,755
50,369
41
Female
8,053
Single
2
PhD
null
21.379989
Rural
Comprehensive
null
17
776
6
2020-01-22 15:21:39.093681
Good
No
Rarely
Apartment
479
50,370
62
Male
15,776
Single
4
Master's
Unemployed
null
Suburban
Comprehensive
2
15
669
3
2024-02-24 15:21:39.134960
Average
Yes
Weekly
Apartment
602
50,371
57
Male
95,917
Married
3
High School
Employed
38.507915
Urban
Basic
2
15
712
5
2020-02-11 15:21:39.095696
Poor
Yes
Weekly
Apartment
110
50,372
41
Female
7,087
Married
0
Master's
null
38.957197
Suburban
Comprehensive
0
16
532
8
2023-11-24 15:21:39.268507
Good
No
Rarely
House
40
50,373
31
Female
3,315
Divorced
1
High School
Unemployed
28.090904
Suburban
Basic
null
10
null
4
2020-07-04 15:21:39.155231
Good
No
Monthly
Apartment
3,525
50,374
43
Male
16,649
Married
1
PhD
null
23.722811
Rural
Premium
null
18
710
3
2021-08-06 15:21:39.098696
Good
No
Daily
Apartment
1,032
50,375
64
Male
42,296
Divorced
0
Bachelor's
Self-Employed
17.294064
Suburban
Premium
null
1
472
2
2023-08-06 15:21:39.149731
Good
No
Monthly
House
2,251
50,376
56
Male
595
Married
null
Bachelor's
Unemployed
6.446902
Suburban
Premium
3
4
422
5
2024-04-04 15:21:39.081504
Poor
Yes
Daily
House
716
50,377
27
Female
26,613
Divorced
3
Bachelor's
Self-Employed
45.868312
Urban
Comprehensive
0
18
789
5
2023-06-28 15:21:39.155231
Average
No
Weekly
House
37
50,378
47
Male
3,933
Divorced
1
High School
Self-Employed
45.78673
Urban
Basic
1
18
313
3
2024-02-26 15:21:39.205850
null
Yes
Rarely
Condo
23
50,379
39
Female
17,553
Divorced
3
Master's
Unemployed
null
Rural
Basic
null
16
313
8
2024-03-30 15:21:39.155231
Poor
No
Rarely
House
763
50,380
27
Female
3,523
Divorced
0
High School
Employed
16.634108
Suburban
Premium
2
1
576
6
2024-05-15 15:21:39.278402
Average
No
Monthly
Apartment
827
50,381
52
Female
null
Divorced
2
Master's
null
4.24119
Suburban
Basic
null
19
397
8
2024-02-24 15:21:39.202448
Good
No
Daily
Apartment
1,741
50,382
23
Female
40,454
Single
3
High School
Unemployed
11.064642
Suburban
Premium
null
8
474
6
2022-08-23 15:21:39.237118
Average
No
Rarely
House
779
50,383
53
Female
54,851
Married
0
High School
null
18.860417
Rural
Basic
null
3
667
3
2023-12-02 15:21:39.134819
Good
No
Rarely
Condo
112
50,384
57
Male
71,644
Married
3
Bachelor's
Unemployed
13.141567
Urban
Basic
2
17
532
6
2021-10-31 15:21:39.261856
Poor
Yes
Daily
Condo
30
50,385
36
Female
43,970
Single
3
Bachelor's
null
null
Urban
Comprehensive
0
12
584
3
2020-07-11 15:21:39.151732
Good
No
Monthly
Condo
539
50,386
64
Male
70,926
Single
0
PhD
Employed
19.784946
Suburban
Basic
null
7
403
8
2021-08-04 15:21:39.219432
Good
No
Weekly
Apartment
1,256
50,387
25
Female
17,983
Single
1
High School
null
38.457765
Rural
Premium
1
18
308
6
2022-04-03 15:21:39.187211
Good
No
Monthly
Condo
822
50,388
48
Male
3,167
Married
1
High School
Employed
37.671224
Rural
Premium
null
4
null
9
2019-08-30 15:21:39.177724
Good
Yes
Daily
Apartment
749
50,389
32
Female
9,479
null
3
Master's
null
42.14172
Rural
Basic
0
0
436
4
2022-05-20 15:21:39.174719
Average
Yes
Monthly
House
3,180
50,390
61
Female
3,444
Single
2
High School
Unemployed
null
Urban
Comprehensive
2
1
558
9
2019-12-17 15:21:39.122134
Average
No
Daily
Apartment
1,718
50,391
19
Female
40,625
Married
4
PhD
Unemployed
31.295874
Suburban
Comprehensive
null
15
312
1
2020-01-09 15:21:39.182597
Average
Yes
Weekly
House
561
50,392
25
Male
20,783
Married
4
Master's
Self-Employed
45.698928
Rural
Premium
2
1
736
6
2019-10-16 15:21:39.149731
Average
No
Rarely
Apartment
1,475
50,393
57
Female
12,052
Married
3
Bachelor's
Self-Employed
25.670059
Suburban
Premium
null
10
447
1
2023-04-19 15:21:39.252145
Poor
Yes
Weekly
Apartment
701
50,394
61
Female
43,729
Divorced
1
High School
Self-Employed
25.049307
Suburban
Comprehensive
0
3
547
3
2023-03-18 15:21:39.192212
Poor
Yes
Monthly
Condo
842
50,395
37
Male
6,098
Married
2
PhD
Self-Employed
36.816403
Rural
Comprehensive
0
17
752
1
2023-02-26 15:21:39.155231
Good
No
Rarely
House
671
50,396
18
Male
1,792
Single
4
High School
null
42.979755
Rural
Comprehensive
2
3
534
1
2021-07-12 15:21:39.237118
Average
No
Weekly
Apartment
1,145
50,397
44
Male
3,431
Divorced
0
Bachelor's
Self-Employed
4.4957
Rural
Basic
null
4
573
9
2022-05-27 15:21:39.199447
Average
No
Weekly
House
3,453
50,398
42
Male
4,701
Divorced
3
High School
null
11.795989
Rural
Comprehensive
0
0
761
9
2024-06-24 15:21:39.274993
Good
No
Rarely
Apartment
2,588
50,399
24
Female
34,209
Single
4
High School
Self-Employed
32.882414
Urban
Premium
0
8
495
9
2020-02-27 15:21:39.237118
Average
Yes
Monthly
Condo
1,206