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
1,168,300
52
Male
17,107
Single
2
Master's
Employed
11.08132
Suburban
Premium
2
14
809
8
2019-09-24 15:21:39.256696
Good
Yes
Rarely
House
1,161
1,168,301
39
Male
24,706
Single
2
Master's
Employed
16.63431
Rural
Basic
0
17
447
2
2021-04-27 15:21:39.175719
Good
Yes
Weekly
House
1,044
1,168,302
59
Female
17,892
Divorced
2
Master's
Unemployed
27.317549
Urban
Basic
0
11
572
3
2024-03-19 15:21:39.209847
Poor
No
Monthly
Condo
1,204
1,168,303
39
Male
132,653
Divorced
3
Bachelor's
Employed
31.778427
Rural
Basic
1
5
408
8
2024-08-12 15:21:39.252145
Good
No
Daily
House
1,107
1,168,304
60
Female
29,350
Married
1
PhD
Self-Employed
16.537767
Urban
Basic
0
3
699
4
2022-08-15 15:21:39.170099
Good
Yes
Daily
Condo
514
1,168,305
34
Male
76,306
Married
0
Master's
null
11.890378
Suburban
Basic
1
0
768
1
2022-07-01 15:21:39.263607
Good
No
Rarely
Apartment
126
1,168,306
30
Female
26,351
Single
0
High School
null
38.544622
Urban
Premium
2
19
718
5
2023-10-13 15:21:39.192212
Average
Yes
Weekly
Apartment
1,856
1,168,307
44
Male
39,769
Single
1
Bachelor's
Unemployed
37.012726
Rural
Comprehensive
null
5
699
8
2023-09-11 15:21:39.114118
Average
Yes
Weekly
Condo
1,199
1,168,308
36
Female
11,299
Married
3
High School
Self-Employed
45.127848
Rural
Premium
1
3
563
2
2020-12-14 15:21:39.192212
Good
No
Rarely
Condo
1,356
1,168,309
22
Female
69,063
Divorced
4
High School
null
null
Suburban
Basic
null
4
487
8
2020-03-07 15:21:39.155231
Good
No
Rarely
House
1,332
1,168,310
18
Female
56,429
Married
null
Bachelor's
null
25.845874
Rural
Premium
1
12
null
4
2020-06-01 15:21:39.123711
Good
Yes
Weekly
Condo
245
1,168,311
39
Female
47,274
Married
0
Bachelor's
Unemployed
14.362051
Rural
Premium
1
7
580
3
2021-04-14 15:21:39.092127
Average
No
Daily
House
82
1,168,312
58
Male
5,943
Married
1
High School
Employed
24.003931
Suburban
Comprehensive
null
1
null
2
2022-11-14 15:21:39.155231
Average
No
Monthly
Apartment
1,708
1,168,313
27
Male
38,572
Single
1
High School
null
21.420965
Rural
Premium
0
14
726
3
2024-02-09 15:21:39.256696
Average
Yes
Monthly
Apartment
589
1,168,314
63
Male
3,099
Married
3
PhD
Employed
9.738767
Suburban
Basic
null
17
531
6
2024-02-13 15:21:39.282785
Average
Yes
Monthly
Apartment
2,711
1,168,315
54
Male
38,729
Married
0
Bachelor's
Unemployed
11.372706
Urban
Basic
1
4
531
6
2020-10-28 15:21:39.287115
Good
Yes
Weekly
House
1,820
1,168,316
39
Male
27,481
Divorced
2
Bachelor's
null
31.988896
Rural
Basic
0
8
519
3
2020-01-30 15:21:39.149731
Poor
Yes
Monthly
Condo
26
1,168,317
48
Female
6,832
Single
4
Bachelor's
Employed
15.180145
Suburban
Premium
3
15
787
1
2020-09-28 15:21:39.186212
Poor
No
Monthly
Apartment
3,361
1,168,318
31
Male
76,936
Divorced
4
High School
null
null
Suburban
Basic
1
7
463
7
2022-05-19 15:21:39.237118
Good
Yes
Daily
Apartment
1,310
1,168,319
30
Female
26,939
Divorced
4
Bachelor's
Unemployed
25.539703
Urban
Basic
1
0
null
9
2021-05-05 15:21:39.134960
Poor
Yes
Monthly
Condo
2,486
1,168,320
61
Female
17,891
Divorced
3
PhD
null
16.161616
Rural
Premium
1
0
null
5
2020-12-14 15:21:39.155231
Good
Yes
Rarely
Condo
1,672
1,168,321
31
Female
20,495
Married
3
Master's
Self-Employed
23.612899
Rural
Basic
null
11
554
5
2024-05-18 15:21:39.154008
Good
No
Weekly
Apartment
799
1,168,322
57
Male
40,488
Married
1
PhD
Self-Employed
24.973186
Rural
Comprehensive
null
5
783
6
2021-12-24 15:21:39.134960
Average
No
Weekly
Apartment
678
1,168,323
42
Female
43,901
Married
2
High School
Employed
18.06906
Rural
Basic
2
7
null
3
2020-11-10 15:21:39.082499
Average
Yes
Rarely
Condo
34
1,168,324
31
Male
25,897
Married
3
High School
Self-Employed
24.566566
Rural
Basic
4
6
479
6
2024-02-18 15:21:39.192212
Average
Yes
Weekly
Apartment
574
1,168,325
55
Male
91,535
Divorced
0
Bachelor's
null
41.185859
Suburban
Comprehensive
null
19
804
3
2021-04-27 15:21:39.164044
null
Yes
Daily
House
402
1,168,326
28
Male
16,891
Married
3
PhD
Self-Employed
9.94777
Urban
Premium
null
2
835
2
2024-04-27 15:21:39.206847
Good
No
Daily
House
1,365
1,168,327
26
Female
null
Divorced
1
High School
null
15.595089
Suburban
Comprehensive
0
15
468
4
2023-02-05 15:21:39.100695
null
No
Weekly
Condo
3,100
1,168,328
null
Male
4,866
Single
1
Master's
Unemployed
36.010854
Urban
Comprehensive
1
11
614
5
2019-10-23 15:21:39.134960
Good
Yes
Weekly
Apartment
526
1,168,329
35
Male
2,714
Single
1
PhD
Employed
36.678311
Urban
Premium
null
16
478
9
2024-06-22 15:21:39.254678
Good
Yes
Weekly
House
1,182
1,168,330
50
Male
114,417
Divorced
0
PhD
Employed
10.146411
Suburban
Basic
1
3
796
6
2022-09-30 15:21:39.134960
null
Yes
Monthly
Condo
3,341
1,168,331
43
Male
45,988
Single
2
PhD
null
42.816785
Rural
Basic
null
0
804
6
2023-04-24 15:21:39.134960
Good
No
Rarely
Apartment
724
1,168,332
38
Male
26,026
Married
3
Master's
Employed
24.988435
Rural
Comprehensive
0
0
731
1
2019-11-29 15:21:39.134960
Average
Yes
Daily
House
476
1,168,333
21
Male
39,766
Single
1
High School
Self-Employed
38.663769
Urban
Premium
null
18
null
4
2022-03-23 15:21:39.279729
Poor
Yes
Monthly
House
437
1,168,334
41
Male
2,445
Single
0
Bachelor's
null
6.073803
Suburban
Basic
1
11
null
1
2020-08-09 15:21:39.182597
Poor
No
Weekly
Condo
2,559
1,168,335
45
Male
20,999
Divorced
0
Bachelor's
Employed
14.90826
Urban
Comprehensive
null
17
849
4
2022-12-10 15:21:39.192212
Good
No
Daily
House
1,688
1,168,336
37
Male
1,708
Divorced
4
PhD
Self-Employed
30.366847
Suburban
Comprehensive
1
19
390
9
2021-06-01 15:21:39.134960
Good
Yes
Rarely
House
519
1,168,337
54
Female
36,127
Single
3
Bachelor's
null
27.395958
Rural
Basic
0
10
null
5
2021-04-30 15:21:39.155231
Average
Yes
Daily
Apartment
537
1,168,338
62
Female
52,706
Married
4
Bachelor's
Self-Employed
8.537735
Rural
Basic
2
17
342
3
2022-03-22 15:21:39.134960
Poor
No
Daily
Apartment
654
1,168,339
44
Male
43,564
Divorced
0
Bachelor's
Unemployed
18.547381
Suburban
Premium
null
16
418
6
2020-11-28 15:21:39.155231
Average
Yes
Rarely
House
1,797
1,168,340
47
Male
17,350
Single
4
Bachelor's
Unemployed
12.552253
Urban
Basic
2
15
null
2
2022-12-23 15:21:39.290098
Poor
Yes
Rarely
Condo
1,203
1,168,341
20
Male
20,283
Divorced
null
Bachelor's
Employed
24.822153
Suburban
Comprehensive
0
6
788
6
2024-07-24 15:21:39.095696
Average
Yes
Daily
Condo
523
1,168,342
27
Male
35,371
Single
null
PhD
Employed
10.859292
Urban
Basic
0
4
null
2
2021-07-21 15:21:39.273973
Average
No
Daily
House
1,507
1,168,343
20
Male
26,953
Single
1
Master's
Self-Employed
33.737733
Suburban
Basic
2
2
647
6
2024-07-18 15:21:39.223901
null
Yes
Weekly
House
1,871
1,168,344
55
Male
2,694
Divorced
null
PhD
null
24.502046
Suburban
Premium
0
14
730
2
2023-10-11 15:21:39.145732
Average
Yes
Daily
Apartment
3,162
1,168,345
29
Male
35,184
Divorced
2
PhD
Unemployed
23.81698
Suburban
Comprehensive
0
18
358
5
2021-10-04 15:21:39.265513
Poor
No
Weekly
House
3,061
1,168,346
48
Male
928
Single
0
High School
Employed
37.646777
Rural
Comprehensive
2
12
662
7
2022-02-23 15:21:39.155231
Average
No
Rarely
Condo
537
1,168,347
32
Female
394
Divorced
4
PhD
Self-Employed
48.506839
Urban
Premium
null
3
778
8
2022-01-10 15:21:39.134960
Poor
Yes
Weekly
Apartment
788
1,168,348
58
Male
3,815
Divorced
1
High School
Employed
14.493821
Rural
Comprehensive
4
17
532
8
2022-02-15 15:21:39.179186
Average
No
Weekly
Apartment
3,132
1,168,349
50
Male
null
Divorced
3
Master's
Self-Employed
18.266064
Urban
Premium
1
15
329
8
2023-08-22 15:21:39.237118
Average
Yes
Monthly
Condo
962
1,168,350
45
Male
812
Married
null
High School
Unemployed
27.26185
Urban
Comprehensive
0
18
478
8
2024-06-18 15:21:39.155231
Poor
Yes
Monthly
House
1,163
1,168,351
24
Female
6,841
Married
2
PhD
Employed
38.837392
Urban
Premium
1
0
665
7
2024-08-08 15:21:39.285112
Average
Yes
Daily
Condo
2,489
1,168,352
39
Female
68,957
Divorced
3
PhD
Self-Employed
39.944146
Rural
Comprehensive
3
13
null
8
2023-09-23 15:21:39.218388
null
No
Rarely
House
1,318
1,168,353
54
Male
35,725
Single
3
Bachelor's
Self-Employed
15.51693
Urban
Basic
2
16
731
1
2023-12-12 15:21:39.134960
Good
No
Rarely
Apartment
538
1,168,354
58
Male
18,062
Single
null
PhD
null
27.946113
Rural
Premium
null
4
825
9
2023-10-02 15:21:39.172097
Poor
Yes
Weekly
Condo
964
1,168,355
64
Female
41,426
Divorced
3
High School
Employed
17.927761
Rural
Basic
0
0
667
5
2021-10-17 15:21:39.089116
Good
No
Monthly
Condo
416
1,168,356
61
Male
61,395
Single
1
Bachelor's
null
16.994424
Urban
Comprehensive
null
13
459
9
2019-12-06 15:21:39.134960
Average
No
Weekly
Condo
659
1,168,357
36
Female
34,758
Single
3
High School
Self-Employed
43.93551
Rural
Basic
null
6
571
7
2022-12-04 15:21:39.134960
Average
No
Weekly
Condo
476
1,168,358
36
Male
43,498
Single
4
High School
Employed
37.723349
Suburban
Comprehensive
2
6
null
5
2024-06-04 15:21:39.188220
Average
Yes
Daily
House
493
1,168,359
35
Male
2,445
Married
4
Master's
Self-Employed
4.816784
Suburban
Premium
1
7
531
5
2022-02-03 15:21:39.134960
Good
No
Rarely
Condo
130
1,168,360
51
Female
31,143
Divorced
3
PhD
Unemployed
7.988631
Urban
Premium
0
2
543
5
2020-07-19 15:21:39.150730
Average
No
Rarely
Apartment
1,245
1,168,361
42
Male
122,742
Divorced
0
Bachelor's
Unemployed
32.837894
Rural
Premium
1
18
350
3
2021-05-18 15:21:39.198406
Average
Yes
Rarely
Apartment
526
1,168,362
42
Female
41,719
Single
null
Master's
Employed
50.054738
Rural
Premium
null
5
561
7
2020-06-06 15:21:39.232526
Good
No
Weekly
House
1,277
1,168,363
37
Female
16,305
Single
2
PhD
Self-Employed
33.245621
Rural
Basic
2
19
434
2
2024-07-22 15:21:39.164044
Good
Yes
Monthly
Condo
2,657
1,168,364
18
Male
53,391
Divorced
2
High School
null
9.569862
Suburban
Premium
null
15
null
4
2023-04-07 15:21:39.134960
Average
Yes
Rarely
Apartment
112
1,168,365
45
Male
12,063
Single
4
PhD
Employed
34.653974
Rural
Premium
2
5
583
1
2023-08-24 15:21:39.149731
Average
No
Daily
House
533
1,168,366
31
Male
142,390
Divorced
1
Bachelor's
Unemployed
43.764168
Suburban
Premium
2
2
538
7
2023-04-19 15:21:39.260856
Average
No
Weekly
Condo
2,769
1,168,367
27
Female
22,630
Married
0
PhD
Self-Employed
41.052542
Suburban
Premium
0
0
614
6
2023-09-26 15:21:39.083497
Poor
No
Monthly
House
1,340
1,168,368
62
Male
40,983
Single
4
Master's
Employed
4.936873
Suburban
Comprehensive
0
3
734
4
2021-12-22 15:21:39.226954
Good
Yes
Weekly
Apartment
741
1,168,369
61
Female
119
Married
null
Master's
Self-Employed
36.955396
Urban
Premium
1
16
667
7
2023-08-23 15:21:39.132191
Poor
No
Monthly
Apartment
1,822
1,168,370
19
Male
4,876
Married
null
High School
Self-Employed
7.657204
Urban
Premium
0
14
420
5
2020-12-21 15:21:39.281787
null
No
Monthly
Apartment
871
1,168,371
38
Male
113,668
Single
0
PhD
Self-Employed
7.869045
Suburban
Comprehensive
2
10
613
1
2022-06-15 15:21:39.144722
Average
No
Daily
House
25
1,168,372
63
Male
140,565
Married
null
PhD
null
13.818287
Urban
Premium
0
9
424
7
2023-03-03 15:21:39.226954
Average
No
Weekly
Condo
340
1,168,373
18
Male
1,166
Divorced
1
PhD
null
29.013934
Suburban
Premium
null
2
588
7
2022-12-29 15:21:39.134960
Poor
No
Rarely
Apartment
2,038
1,168,374
26
Male
3,714
Single
2
Bachelor's
Unemployed
4.668613
Suburban
Basic
1
10
797
3
2022-01-21 15:21:39.204790
null
No
Weekly
Condo
498
1,168,375
51
Male
101,967
Divorced
null
High School
Unemployed
36.758008
Rural
Basic
0
1
369
5
2023-12-10 15:21:39.117183
Average
No
Monthly
Apartment
1,730
1,168,376
32
Female
39,224
Divorced
2
Master's
null
27.755585
Urban
Basic
null
11
688
2
2021-01-23 15:21:39.170099
Poor
Yes
Monthly
Condo
992
1,168,377
40
Male
22,036
Single
1
Bachelor's
Unemployed
24.904192
Suburban
Premium
null
8
534
9
2020-12-21 15:21:39.155231
Good
No
Weekly
Apartment
1,334
1,168,378
42
Male
92,992
Single
0
High School
Unemployed
42.223622
Urban
Premium
null
3
465
7
2023-10-18 15:21:39.123711
Good
Yes
Daily
Condo
2,721
1,168,379
52
Male
16,274
Married
1
PhD
Self-Employed
null
Suburban
Comprehensive
0
0
478
7
2022-05-06 15:21:39.155231
Poor
No
Weekly
Condo
776
1,168,380
30
Male
44,260
Divorced
3
High School
Self-Employed
25.588519
Rural
Comprehensive
1
14
687
8
2022-01-24 15:21:39.174719
null
Yes
Daily
Condo
1,465
1,168,381
28
Male
102,577
Divorced
0
PhD
Employed
51.486831
Urban
Comprehensive
1
11
635
4
2020-08-22 15:21:39.134960
Good
No
Monthly
Apartment
522
1,168,382
18
Female
16,281
Married
2
High School
Employed
9.922105
Rural
Basic
null
4
497
7
2022-08-15 15:21:39.261856
Average
Yes
Daily
House
1,651
1,168,383
57
Male
4,657
Single
0
PhD
Employed
37.18649
Rural
Premium
null
4
407
4
2024-07-26 15:21:39.224915
null
Yes
Rarely
Apartment
1,288
1,168,384
51
Male
11,054
Married
2
Bachelor's
Employed
21.071726
Urban
Premium
null
7
656
7
2020-12-07 15:21:39.134960
Average
No
Rarely
Condo
2,526
1,168,385
41
Female
40,252
Divorced
1
Bachelor's
Employed
5.634746
Urban
Premium
2
3
null
7
2024-04-27 15:21:39.134960
Good
Yes
Weekly
Condo
1,561
1,168,386
32
Male
27,420
Divorced
3
Master's
null
23.566957
Suburban
Basic
0
3
774
7
2024-06-14 15:21:39.194829
Average
Yes
Daily
Apartment
563
1,168,387
53
Male
79,904
Married
0
High School
Employed
50.258799
Suburban
Comprehensive
3
5
571
4
2024-03-24 15:21:39.209847
Good
No
Rarely
House
548
1,168,388
56
Male
null
null
1
Master's
null
26.182055
Rural
Basic
3
8
493
2
2022-08-04 15:21:39.221386
Average
Yes
Rarely
House
1,172
1,168,389
56
Male
57,152
Single
3
PhD
Employed
37.828005
Suburban
Premium
2
16
377
6
2023-02-23 15:21:39.176717
Good
Yes
Weekly
Condo
35
1,168,390
47
Male
47,223
Divorced
2
Master's
Unemployed
43.374641
Rural
Premium
1
0
524
4
2020-07-10 15:21:39.276901
Average
Yes
Monthly
Apartment
278
1,168,391
48
Male
23,210
Married
null
High School
Unemployed
14.999638
Urban
Comprehensive
1
9
329
4
2023-09-19 15:21:39.155231
Poor
Yes
Monthly
Apartment
491
1,168,392
18
Female
18,893
Single
0
Bachelor's
Employed
21.067437
Suburban
Premium
1
18
449
9
2020-08-22 15:21:39.094752
Poor
No
Rarely
House
449
1,168,393
28
Male
43,966
Married
3
Bachelor's
Employed
18.624322
Suburban
Basic
null
9
713
6
2023-12-13 15:21:39.091080
Poor
No
Weekly
House
936
1,168,394
62
Male
6,974
Divorced
4
Master's
Self-Employed
21.59478
Rural
Comprehensive
null
17
644
4
2019-11-12 15:21:39.097737
Poor
No
Monthly
House
1,259
1,168,395
54
Female
95,968
Single
0
Bachelor's
Unemployed
16.926442
Suburban
Comprehensive
null
11
639
8
2020-08-02 15:21:39.155231
Good
Yes
Monthly
Apartment
391
1,168,396
30
Male
106,782
Divorced
3
PhD
Unemployed
13.004508
Rural
Basic
2
18
829
5
2023-01-20 15:21:39.194829
Poor
No
Weekly
Apartment
4,022
1,168,397
31
Female
16,862
Married
4
Master's
Employed
5.751165
Urban
Comprehensive
2
8
null
2
2021-07-16 15:21:39.186212
Poor
Yes
Monthly
Apartment
1,672
1,168,398
34
Male
73,886
Divorced
3
Bachelor's
null
25.527421
Urban
Basic
null
7
436
7
2022-02-16 15:21:39.207847
Average
Yes
Daily
Condo
186
1,168,399
40
Male
15,126
Married
3
PhD
null
34.099115
Urban
Premium
1
1
742
1
2020-07-16 15:21:39.281787
Poor
No
Weekly
House
1,056