id
int64
0
1.2M
Age
float64
18
64
Gender
stringclasses
2 values
Annual Income
float64
1
150k
Marital Status
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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
13,600
53
Male
6,710
Divorced
0
PhD
Unemployed
22.96517
Suburban
Premium
3
8
634
6
2020-06-11 15:21:39.215386
Poor
No
Monthly
Apartment
1,354
13,601
20
Male
5,548
Single
3
High School
Unemployed
30.633268
Rural
Basic
3
7
677
5
2023-03-21 15:21:39.192212
Poor
No
Rarely
Condo
799
13,602
32
Male
120,160
Married
2
High School
Employed
42.72375
Urban
Premium
null
11
394
1
2021-05-09 15:21:39.086123
Poor
Yes
Weekly
House
945
13,603
39
Female
8,566
Married
null
Master's
null
18.64742
Rural
Basic
1
4
485
5
2023-03-16 15:21:39.115178
Poor
Yes
Weekly
Condo
154
13,604
20
Male
103,251
Divorced
3
High School
null
40.638297
Urban
Basic
1
0
479
5
2021-10-03 15:21:39.172097
Poor
Yes
Daily
House
171
13,605
31
Female
35,951
Single
2
Master's
null
45.766931
Urban
Basic
0
1
321
4
2022-05-08 15:21:39.166062
Good
Yes
Monthly
House
639
13,606
52
Male
21,076
Divorced
null
PhD
Employed
51.122414
Suburban
Basic
null
9
721
9
2020-10-27 15:21:39.235012
Average
Yes
Rarely
House
1,853
13,607
34
Male
3,167
Divorced
null
Master's
Employed
18.958399
Rural
Comprehensive
null
13
334
3
2021-01-17 15:21:39.184157
Poor
No
Weekly
Condo
3,473
13,608
56
Female
56,233
Divorced
3
High School
Unemployed
39.28202
Rural
Premium
0
5
677
1
2022-05-17 15:21:39.145732
Good
No
Weekly
House
322
13,609
35
Female
102,037
Married
0
Master's
Unemployed
36.442516
Urban
Premium
1
0
390
9
2020-01-22 15:21:39.149731
Average
No
Monthly
House
1,002
13,610
23
Female
null
Single
2
PhD
null
11.837447
Suburban
Premium
null
8
803
2
2020-10-22 15:21:39.274993
null
No
Monthly
Condo
2,728
13,611
54
Male
15,963
Divorced
4
Master's
null
16.876164
Urban
Basic
0
19
765
6
2024-02-11 15:21:39.120168
Average
Yes
Weekly
Condo
488
13,612
54
Male
115,090
Single
4
Master's
null
14.693975
Suburban
Premium
1
2
407
2
2022-05-10 15:21:39.251142
Good
Yes
Weekly
House
48
13,613
61
Female
74,940
Married
0
PhD
null
29.965647
Suburban
Comprehensive
0
9
697
4
2024-06-29 15:21:39.173834
Good
Yes
Weekly
Apartment
381
13,614
61
Male
3,863
Married
0
PhD
Self-Employed
43.149932
Suburban
Premium
1
18
466
5
2022-06-07 15:21:39.176717
Poor
No
Weekly
Condo
1,281
13,615
20
Male
26,963
Divorced
3
PhD
Self-Employed
17.73543
Rural
Basic
null
19
543
8
2021-10-21 15:21:39.166062
Poor
Yes
Weekly
Condo
1,720
13,616
31
Female
3,425
Single
0
PhD
Unemployed
null
Rural
Basic
3
1
693
7
2022-02-07 15:21:39.134960
Good
No
Daily
Condo
1,101
13,617
52
Male
39,734
Single
3
Master's
Self-Employed
35.929491
Urban
Premium
0
5
614
7
2020-10-04 15:21:39.209847
Poor
Yes
Rarely
House
1,044
13,618
43
Male
39,715
Married
0
Bachelor's
Employed
23.769691
Suburban
Basic
0
7
600
8
2019-08-28 15:21:39.202448
Average
No
Monthly
Condo
511
13,619
34
Female
129,288
Single
1
High School
null
11.53428
Suburban
Basic
null
14
326
2
2019-12-25 15:21:39.129190
Good
No
Rarely
Condo
1,194
13,620
61
Male
1,147
Divorced
null
PhD
Unemployed
23.492907
Rural
Premium
null
10
null
6
2019-08-19 15:21:39.155231
Good
Yes
Weekly
Condo
703
13,621
31
Female
22,824
Married
4
PhD
Unemployed
14.245781
Urban
Comprehensive
0
0
null
4
2020-09-06 15:21:39.270454
Good
No
Weekly
House
228
13,622
30
Male
45
Single
2
Master's
Unemployed
9.723555
Urban
Basic
1
13
816
2
2019-08-27 15:21:39.263432
Good
Yes
Weekly
Condo
2,213
13,623
21
Female
26,360
Single
0
Master's
Employed
32.957001
Urban
Premium
null
19
616
9
2020-06-13 15:21:39.148733
Poor
Yes
Daily
Condo
2,226
13,624
35
Female
67,520
Married
0
Master's
Unemployed
12.923605
Rural
Premium
1
13
454
1
2024-01-27 15:21:39.155231
Average
No
Daily
Apartment
535
13,625
30
Female
2,654
Married
3
High School
Unemployed
6.738613
Rural
Basic
2
14
552
6
2020-04-29 15:21:39.282785
Average
No
Weekly
Apartment
1,486
13,626
42
Female
48,187
Single
0
Master's
null
18.64473
Rural
Basic
2
8
441
8
2020-10-05 15:21:39.118178
Good
No
Monthly
Apartment
912
13,627
62
Male
16,963
Single
1
PhD
Unemployed
45.673067
Suburban
Comprehensive
0
8
null
1
2020-12-28 15:21:39.155231
Good
No
Daily
House
884
13,628
40
Female
40,262
Married
3
Bachelor's
Employed
26.152435
Rural
Basic
0
3
null
4
2023-03-24 15:21:39.202448
Good
Yes
Rarely
House
871
13,629
18
Male
2,687
Divorced
0
High School
Self-Employed
27.664113
Suburban
Premium
null
3
null
6
2023-04-07 15:21:39.186212
null
No
Daily
Condo
890
13,630
61
Female
333
Divorced
null
High School
null
8.716475
Suburban
Premium
null
13
null
4
2022-12-05 15:21:39.253660
Poor
Yes
Monthly
House
215
13,631
49
Female
8,862
Single
3
Master's
Self-Employed
7.299619
Suburban
Premium
2
7
821
9
2020-11-30 15:21:39.231531
Poor
Yes
Monthly
House
1,275
13,632
47
Male
928
Divorced
0
Master's
Unemployed
43.615741
Suburban
Premium
3
7
584
5
2021-03-24 15:21:39.120168
Good
Yes
Rarely
Apartment
1,264
13,633
53
Male
27,281
Single
1
Master's
null
15.568964
Suburban
Comprehensive
0
19
496
4
2020-03-25 15:21:39.155231
Poor
Yes
Rarely
Apartment
735
13,634
24
Female
3,623
null
1
PhD
Employed
28.682535
Suburban
Comprehensive
1
15
null
4
2022-02-25 15:21:39.095696
Good
No
Daily
Condo
1,805
13,635
45
Female
17,091
Divorced
3
High School
null
null
Suburban
Basic
null
1
null
3
2022-07-13 15:21:39.144722
Good
No
Monthly
Condo
1,375
13,636
27
Male
17,900
null
4
PhD
Unemployed
47.080023
Urban
Premium
0
15
796
8
2022-02-28 15:21:39.267454
null
No
Monthly
House
2,391
13,637
53
Male
25,554
Married
3
High School
Unemployed
22.082079
Urban
Comprehensive
0
17
403
1
2021-10-20 15:21:39.114118
Average
Yes
Weekly
Apartment
1,150
13,638
25
Female
60,543
Married
null
Bachelor's
Unemployed
41.83812
Suburban
Comprehensive
1
16
451
6
2022-12-23 15:21:39.132191
Poor
No
Daily
Condo
2,110
13,639
38
Female
9,914
Divorced
null
Master's
null
21.637977
Rural
Premium
0
15
844
4
2021-02-04 15:21:39.154008
Average
Yes
Monthly
Condo
1,173
13,640
25
Male
10,136
Single
1
Bachelor's
Unemployed
36.33593
Rural
Comprehensive
null
7
461
4
2019-08-20 15:21:39.254678
Poor
Yes
Rarely
Condo
870
13,641
31
Male
71,216
Divorced
3
High School
Self-Employed
13.907185
Rural
Comprehensive
0
10
555
8
2021-12-02 15:21:39.201446
Poor
No
Rarely
House
52
13,642
48
Male
141,726
Divorced
2
Bachelor's
Employed
35.059895
Urban
Premium
0
7
443
2
2024-05-31 15:21:39.185215
Average
Yes
Daily
Apartment
1,557
13,643
25
Male
4,020
Married
3
Master's
Employed
29.611483
Rural
Basic
0
2
496
6
2021-07-12 15:21:39.237118
Good
Yes
Rarely
House
1,156
13,644
64
Male
45,291
Single
2
Bachelor's
Employed
34.816654
Rural
Comprehensive
0
17
498
3
2023-01-22 15:21:39.081504
Poor
Yes
Weekly
House
881
13,645
44
Female
61,734
Single
2
Bachelor's
Unemployed
10.182821
Suburban
Premium
null
6
441
8
2019-12-08 15:21:39.128286
null
Yes
Rarely
Condo
485
13,646
46
Male
5,966
Married
4
High School
Self-Employed
22.18079
Urban
Premium
2
19
476
3
2019-09-26 15:21:39.233998
Poor
Yes
Rarely
Apartment
537
13,647
32
Male
45,413
Divorced
0
Bachelor's
Employed
26.073441
Urban
Basic
2
16
830
7
2020-12-12 15:21:39.207847
Good
No
Monthly
Condo
610
13,648
29
Female
103,339
Single
3
Master's
null
null
Suburban
Premium
null
11
438
6
2022-03-19 15:21:39.126661
Poor
Yes
Weekly
Condo
2,066
13,649
29
Female
15,987
Married
0
Bachelor's
Self-Employed
7.817752
Suburban
Basic
null
8
null
9
2020-10-30 15:21:39.180553
Poor
No
Daily
House
1,208
13,650
57
Female
29,079
Divorced
2
Bachelor's
Employed
7.248917
Suburban
Comprehensive
2
1
522
5
2023-05-10 15:21:39.122134
Average
No
Rarely
House
1,556
13,651
42
Male
56,839
Married
3
PhD
Self-Employed
26.722805
Suburban
Basic
3
3
null
2
2023-09-02 15:21:39.099739
null
Yes
Rarely
Apartment
1,729
13,652
25
Female
6,535
Divorced
2
PhD
Self-Employed
8.396924
Suburban
Comprehensive
2
8
658
5
2020-10-15 15:21:39.196387
Poor
Yes
Monthly
Condo
506
13,653
54
Male
17,096
Single
3
PhD
null
44.085897
Urban
Comprehensive
2
1
675
5
2023-03-28 15:21:39.086123
Poor
No
Monthly
Apartment
830
13,654
37
Male
5,743
Married
3
PhD
Employed
22.280139
Rural
Premium
1
0
658
9
2022-06-26 15:21:39.274993
Poor
Yes
Daily
House
602
13,655
25
Female
108,417
Divorced
null
High School
Unemployed
27.570915
Rural
Basic
1
19
409
1
2019-10-04 15:21:39.085129
Good
No
Rarely
Condo
154
13,656
50
Male
42,972
Single
3
PhD
Employed
35.944626
Rural
Comprehensive
null
2
742
1
2020-01-10 15:21:39.237118
Good
Yes
Monthly
Apartment
1,305
13,657
57
Male
52,433
Divorced
3
Master's
null
27.633898
Rural
Comprehensive
null
1
303
7
2019-08-31 15:21:39.258696
Poor
No
Weekly
Apartment
115
13,658
22
Female
6,876
Single
3
Master's
null
37.764165
Suburban
Basic
1
19
836
7
2019-12-14 15:21:39.104139
Poor
Yes
Rarely
Condo
2,721
13,659
33
Female
16,862
Single
2
Master's
Employed
39.223524
Urban
Comprehensive
null
18
592
8
2023-05-19 15:21:39.237118
Poor
No
Monthly
Condo
2,658
13,660
50
Male
1,324
Married
null
High School
Employed
null
Suburban
Basic
null
5
821
8
2020-06-25 15:21:39.111551
Good
Yes
Weekly
Apartment
476
13,661
21
Male
6,957
Single
0
Bachelor's
Employed
12.769727
Urban
Premium
0
9
832
9
2023-10-18 15:21:39.134960
Poor
Yes
Daily
Apartment
2,694
13,662
52
Female
25,387
Single
0
PhD
Self-Employed
17.895601
Suburban
Premium
0
4
739
1
2023-11-27 15:21:39.155231
Poor
No
Daily
Apartment
645
13,663
40
Male
4,538
Single
3
Bachelor's
null
22.383905
Rural
Comprehensive
null
9
408
6
2022-03-21 15:21:39.134960
Good
Yes
Weekly
Condo
695
13,664
32
Female
33,159
Married
3
PhD
Employed
28.53982
Suburban
Premium
3
0
845
3
2020-01-05 15:21:39.271453
null
Yes
Weekly
Apartment
2,387
13,665
35
Male
2,726
Divorced
1
PhD
Self-Employed
null
Suburban
Premium
null
2
695
4
2020-05-21 15:21:39.237118
Average
Yes
Daily
House
788
13,666
64
Female
null
Single
2
PhD
Employed
35.983551
Urban
Premium
2
14
534
9
2023-03-11 15:21:39.081504
Poor
No
Monthly
Apartment
2,105
13,667
28
Female
null
Married
0
Bachelor's
Unemployed
27.409728
Rural
Basic
3
10
null
3
2021-02-28 15:21:39.126661
Average
Yes
Daily
Condo
378
13,668
49
Male
2,093
Divorced
3
Master's
null
19.092223
Suburban
Premium
2
13
822
2
2023-04-06 15:21:39.155231
Average
No
Daily
House
1,261
13,669
37
Female
33,177
Divorced
2
Master's
null
48.56674
Urban
Comprehensive
1
16
null
2
2023-01-17 15:21:39.177724
Good
Yes
Daily
House
37
13,670
45
Female
2,077
Divorced
0
Master's
null
17.73498
Urban
Premium
1
2
382
3
2023-07-22 15:21:39.237118
Poor
No
Weekly
House
549
13,671
26
Male
11,423
Divorced
1
Bachelor's
Self-Employed
11.523715
Rural
Comprehensive
0
13
575
3
2021-08-18 15:21:39.155231
Poor
No
Weekly
Condo
619
13,672
39
Female
33,685
Divorced
4
High School
null
6.864412
Suburban
Comprehensive
0
12
844
5
2020-07-02 15:21:39.282785
Good
No
Daily
House
769
13,673
21
Male
41,430
Single
2
High School
null
15.352358
Urban
Basic
1
11
769
9
2021-05-07 15:21:39.080440
Good
No
Rarely
House
1,211
13,674
53
Male
null
Divorced
0
Master's
Self-Employed
26.011314
Urban
Comprehensive
3
13
312
5
2020-02-09 15:21:39.224915
Average
No
Weekly
House
1,658
13,675
30
Male
6,801
Single
4
PhD
null
29.886255
Suburban
Comprehensive
null
7
667
4
2022-03-11 15:21:39.155231
Poor
No
Daily
Condo
1,572
13,676
59
Female
35,498
Single
0
Master's
Employed
44.929998
Suburban
Comprehensive
null
4
488
2
2021-11-12 15:21:39.192212
Good
Yes
Weekly
Apartment
647
13,677
61
Male
3,689
Married
1
High School
null
34.498036
Suburban
Premium
2
10
819
3
2022-06-15 15:21:39.245086
Good
No
Daily
House
787
13,678
41
Female
31,766
Married
2
Bachelor's
Employed
14.83865
Urban
Comprehensive
null
3
463
4
2019-12-13 15:21:39.197445
null
No
Daily
Apartment
1,114
13,679
48
Female
4,675
Married
0
High School
null
14.63729
Urban
Basic
2
13
677
7
2021-10-16 15:21:39.237118
Good
Yes
Daily
Apartment
1,225
13,680
56
Female
59,893
Married
0
Bachelor's
Self-Employed
12.142316
Urban
Basic
2
6
821
4
2022-03-26 15:21:39.266452
Average
No
Rarely
Condo
2,473
13,681
56
Female
28,280
Divorced
2
High School
null
11.47751
Suburban
Comprehensive
null
13
709
1
2024-05-09 15:21:39.186212
Good
Yes
Weekly
House
1,595
13,682
18
Female
16,339
Single
3
Master's
Employed
7.386744
Suburban
Basic
null
5
719
6
2020-11-28 15:21:39.098696
Poor
Yes
Monthly
Condo
1,205
13,683
40
Female
25,265
Married
4
Bachelor's
Unemployed
28.874994
Urban
Premium
null
10
null
8
2023-03-11 15:21:39.134960
Average
Yes
Daily
Condo
1,252
13,684
22
Female
9,890
Divorced
1
PhD
Employed
null
Urban
Premium
0
14
459
6
2020-08-15 15:21:39.261856
Average
No
Daily
Condo
3,284
13,685
63
Female
73,025
Divorced
1
High School
Self-Employed
13.582565
Rural
Comprehensive
0
3
447
9
2020-06-20 15:21:39.081504
Average
Yes
Rarely
Condo
1,294
13,686
43
Female
1,156
Divorced
4
Bachelor's
Self-Employed
21.886547
Suburban
Basic
null
6
452
7
2022-11-24 15:21:39.286113
Average
Yes
Rarely
House
1,160
13,687
31
Male
17,991
Married
2
Bachelor's
null
24.633138
Urban
Basic
2
2
566
7
2021-08-30 15:21:39.130190
null
Yes
Weekly
House
1,180
13,688
35
Female
51,593
Married
null
Bachelor's
null
21.111492
Urban
Premium
null
17
391
9
2024-07-31 15:21:39.167099
Average
Yes
Monthly
Condo
659
13,689
26
Female
17,177
Single
1
Master's
Unemployed
32.591616
Suburban
Basic
2
4
759
5
2024-02-16 15:21:39.237118
Poor
Yes
Rarely
Condo
861
13,690
37
Male
12,546
Married
0
Bachelor's
Self-Employed
35.443706
Rural
Basic
2
2
564
7
2024-08-09 15:21:39.102694
Average
No
Daily
Condo
487
13,691
56
Female
37,387
Divorced
null
Bachelor's
Self-Employed
36.906453
Urban
Basic
0
16
null
5
2020-11-11 15:21:39.237118
Good
No
Monthly
Condo
2,853
13,692
57
Male
108,392
Single
3
High School
null
32.168819
Urban
Comprehensive
2
19
342
2
2021-12-29 15:21:39.260856
Good
No
Rarely
Apartment
2,645
13,693
45
Male
624
Single
2
Bachelor's
Employed
null
Rural
Premium
1
0
710
4
2022-06-20 15:21:39.259788
Poor
No
Rarely
House
24
13,694
41
Female
48,883
Married
3
Bachelor's
null
32.717096
Suburban
Basic
1
8
null
7
2024-02-16 15:21:39.209847
Average
Yes
Weekly
Apartment
397
13,695
24
Female
29,861
Single
3
Master's
null
22.827558
Rural
Basic
1
19
477
3
2023-05-03 15:21:39.134960
Poor
No
Daily
Apartment
983
13,696
32
Female
93,936
Married
3
Master's
Self-Employed
49.847449
Rural
Comprehensive
1
8
449
8
2021-05-18 15:21:39.288099
Average
No
Monthly
Condo
563
13,697
62
Male
92,683
Divorced
4
PhD
Employed
41.140971
Suburban
Comprehensive
2
14
810
2
2022-09-02 15:21:39.281787
Good
No
Daily
Apartment
394
13,698
53
Male
89,854
Married
4
PhD
null
33.453564
Urban
Basic
1
8
376
8
2024-01-10 15:21:39.192212
Average
No
Monthly
Apartment
1,159
13,699
21
Female
28,113
Divorced
0
PhD
Employed
30.331398
Suburban
Premium
1
11
762
8
2021-08-30 15:21:39.117183
Average
Yes
Rarely
Apartment
1,203