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
1,159,600
48
Female
28,985
Single
0
Bachelor's
Unemployed
28.001821
Suburban
Comprehensive
null
2
690
9
2020-12-25 15:21:39.249100
Average
No
Daily
Condo
1,125
1,159,601
27
Male
29,206
Married
1
PhD
null
25.355876
Urban
Premium
1
11
731
6
2020-08-20 15:21:39.131192
Average
No
Monthly
House
536
1,159,602
25
Female
135,939
Divorced
0
PhD
null
29.241408
Urban
Comprehensive
1
14
683
7
2019-08-18 15:21:39.223901
null
No
Daily
Condo
38
1,159,603
34
Female
70,639
Single
3
Bachelor's
Unemployed
26.277028
Urban
Basic
2
0
321
5
2022-03-30 15:21:39.155231
Poor
Yes
Monthly
Condo
3,259
1,159,604
57
Female
1,038
Single
0
PhD
Employed
9.913446
Suburban
Basic
0
4
582
7
2023-06-02 15:21:39.149731
null
No
Monthly
House
1,558
1,159,605
62
Male
35,297
Single
3
Bachelor's
Self-Employed
24.086225
Rural
Comprehensive
0
8
722
1
2021-11-15 15:21:39.180553
Poor
Yes
Monthly
House
440
1,159,606
25
Male
51,890
Divorced
null
High School
null
36.505785
Rural
Basic
1
11
387
3
2023-08-10 15:21:39.194829
Good
No
Daily
House
1,758
1,159,607
43
Male
43,949
Single
2
PhD
Employed
33.935518
Suburban
Basic
1
9
null
3
2024-07-10 15:21:39.176717
Poor
No
Daily
Condo
906
1,159,608
37
Male
2,833
Divorced
1
PhD
null
12.789446
Urban
Comprehensive
4
17
null
9
2019-10-27 15:21:39.237118
Poor
No
Weekly
Condo
904
1,159,609
29
Female
1,676
Divorced
null
High School
Self-Employed
16.638697
Suburban
Premium
0
1
359
3
2022-09-22 15:21:39.107553
Poor
Yes
Daily
Condo
1,501
1,159,610
52
Female
38,480
Divorced
0
Bachelor's
Self-Employed
34.72467
Suburban
Premium
2
3
787
6
2020-08-31 15:21:39.155231
Poor
Yes
Monthly
House
393
1,159,611
40
Female
16,761
Divorced
0
Bachelor's
Self-Employed
10.836942
Urban
Comprehensive
0
7
597
6
2023-06-28 15:21:39.187211
Good
No
Daily
House
3,119
1,159,612
26
Female
84,347
null
1
PhD
Unemployed
19.782168
Rural
Premium
null
17
799
1
2020-11-18 15:21:39.091080
Good
No
Rarely
Condo
196
1,159,613
35
Male
26,757
Divorced
0
Bachelor's
Self-Employed
16.338738
Suburban
Comprehensive
null
13
511
2
2022-08-02 15:21:39.155231
Good
Yes
Weekly
House
761
1,159,614
61
Male
18,091
Married
3
High School
Employed
8.072795
Urban
Basic
2
0
null
3
2024-01-24 15:21:39.155231
Average
No
Rarely
House
661
1,159,615
46
Female
117,932
Married
null
PhD
Unemployed
9.938148
Urban
Basic
2
3
543
8
2020-03-01 15:21:39.276901
Poor
No
Weekly
Apartment
115
1,159,616
36
Female
16,897
Married
2
High School
Self-Employed
null
Urban
Premium
null
12
553
2
2023-05-10 15:21:39.086123
Poor
No
Monthly
Apartment
1,838
1,159,617
31
Female
11,064
Single
0
Master's
Self-Employed
null
Suburban
Basic
null
17
605
5
2021-02-20 15:21:39.194829
Poor
No
Monthly
Apartment
890
1,159,618
53
Female
20,654
Married
2
High School
null
32.91744
Suburban
Premium
null
7
753
3
2021-04-30 15:21:39.259788
Poor
No
Rarely
House
1,554
1,159,619
26
Female
25,626
Divorced
4
High School
Unemployed
26.792817
Urban
Comprehensive
0
8
382
7
2023-10-18 15:21:39.129190
Good
No
Rarely
Condo
813
1,159,620
52
Female
40,186
Single
0
Bachelor's
Unemployed
33.077013
Rural
Basic
1
11
null
2
2021-04-01 15:21:39.098696
Poor
Yes
Rarely
House
735
1,159,621
49
Male
5,927
Divorced
0
Master's
Unemployed
33.874106
Urban
Basic
1
18
728
3
2020-08-23 15:21:39.248098
Average
Yes
Daily
Apartment
871
1,159,622
61
Male
665
Divorced
4
Bachelor's
Unemployed
null
Urban
Comprehensive
3
5
834
7
2020-12-23 15:21:39.145732
Average
Yes
Rarely
Condo
906
1,159,623
22
Male
8,865
Married
4
Bachelor's
Employed
16.611883
Suburban
Basic
1
18
null
7
2024-02-25 15:21:39.093681
Good
No
Monthly
Condo
719
1,159,624
35
Female
37,392
Single
4
Bachelor's
Unemployed
37.360169
Rural
Premium
null
12
577
9
2024-04-05 15:21:39.235012
Poor
No
Monthly
Apartment
491
1,159,625
50
Female
768
Divorced
null
Master's
null
37.318909
Urban
Comprehensive
2
3
651
1
2021-12-07 15:21:39.179186
null
No
Daily
Apartment
2,199
1,159,626
29
Female
45,316
Divorced
0
High School
Self-Employed
12.65013
Rural
Premium
1
1
694
4
2021-09-09 15:21:39.096739
Poor
No
Rarely
Condo
1,260
1,159,627
32
Male
7,093
Single
1
High School
null
28.353953
Urban
Basic
3
15
613
2
2019-09-13 15:21:39.154008
Average
Yes
Monthly
Condo
578
1,159,628
39
Female
29,479
Married
0
PhD
Unemployed
46.726685
Suburban
Premium
2
14
773
5
2022-03-06 15:21:39.245086
Good
No
Weekly
House
391
1,159,629
59
Male
118,088
null
0
Master's
null
51.822164
Suburban
Premium
1
11
569
2
2024-01-19 15:21:39.155231
Poor
Yes
Rarely
House
1,698
1,159,630
47
Male
43,714
Single
4
Bachelor's
Unemployed
11.664223
Rural
Premium
0
6
462
5
2021-10-30 15:21:39.176717
Good
Yes
Monthly
Condo
910
1,159,631
61
Female
27,740
Divorced
4
PhD
null
29.15763
Rural
Comprehensive
3
13
593
3
2021-08-07 15:21:39.273454
Poor
Yes
Weekly
Apartment
23
1,159,632
37
Male
null
Married
2
Master's
Employed
25.96449
Urban
Basic
1
3
369
7
2022-02-27 15:21:39.254678
Good
Yes
Monthly
Apartment
928
1,159,633
null
Male
16,538
Single
1
Bachelor's
Unemployed
31.547377
Urban
Basic
0
19
783
6
2021-02-03 15:21:39.274993
Average
Yes
Daily
Condo
1,676
1,159,634
55
Female
8,481
Divorced
3
PhD
Self-Employed
32.816107
Rural
Premium
1
6
596
8
2021-11-02 15:21:39.092127
Good
No
Daily
House
114
1,159,635
23
Male
81,660
Married
1
Bachelor's
null
33.075989
Urban
Premium
0
7
697
4
2023-09-18 15:21:39.190215
Poor
Yes
Daily
House
250
1,159,636
21
Male
5,526
Divorced
1
PhD
Employed
10.079261
Urban
Premium
0
7
562
2
2021-12-11 15:21:39.134960
Average
Yes
Daily
Condo
1,718
1,159,637
30
Male
79,305
Single
3
PhD
Self-Employed
17.002512
Rural
Basic
3
9
368
6
2020-06-05 15:21:39.134960
Good
No
Daily
Apartment
901
1,159,638
23
Male
117,948
Married
3
Bachelor's
Unemployed
43.769204
Urban
Basic
1
10
713
5
2019-09-06 15:21:39.134960
Poor
Yes
Daily
Condo
235
1,159,639
29
Male
39,322
Single
1
PhD
null
24.083737
Rural
Premium
null
11
794
1
2020-08-04 15:21:39.175719
null
Yes
Weekly
Apartment
729
1,159,640
null
Female
null
Single
1
PhD
Self-Employed
21.625417
Rural
Premium
2
2
551
6
2021-10-26 15:21:39.170099
Poor
Yes
Monthly
House
3,204
1,159,641
21
Male
20,303
Single
3
Master's
Self-Employed
38.646617
Urban
Comprehensive
1
14
651
6
2021-06-30 15:21:39.264504
Poor
No
Daily
Apartment
818
1,159,642
21
Male
9,902
Single
null
High School
Self-Employed
24.936651
Suburban
Comprehensive
0
10
739
9
2020-03-23 15:21:39.129190
Poor
No
Monthly
House
485
1,159,643
32
Female
17,983
Married
1
Bachelor's
Unemployed
14.923759
Urban
Comprehensive
null
0
436
4
2021-01-31 15:21:39.165120
Good
No
Rarely
Apartment
3,132
1,159,644
32
Male
16,664
Married
1
Master's
Employed
23.184765
Rural
Comprehensive
1
19
840
8
2019-09-11 15:21:39.129190
Average
No
Monthly
House
1,194
1,159,645
24
Male
43,485
Married
3
PhD
Employed
25.058487
Urban
Premium
1
4
347
3
2021-06-11 15:21:39.164044
Good
No
Rarely
House
983
1,159,646
53
Male
2,301
Married
0
Master's
null
20.928251
Urban
Basic
2
9
786
2
2021-05-18 15:21:39.123711
null
Yes
Daily
Apartment
775
1,159,647
63
Male
33,016
Divorced
0
High School
null
9.828406
Urban
Basic
1
12
662
8
2020-08-14 15:21:39.110557
Poor
Yes
Rarely
Apartment
543
1,159,648
37
Female
107,948
Married
0
High School
null
24.858598
Rural
Premium
0
0
361
9
2022-07-12 15:21:39.237118
Poor
Yes
Rarely
Apartment
695
1,159,649
47
Male
64,559
Married
0
PhD
Employed
26.926742
Urban
Premium
0
2
415
8
2024-02-08 15:21:39.092127
Good
Yes
Monthly
Apartment
1,390
1,159,650
18
Male
412
Single
2
High School
Unemployed
13.791922
Suburban
Premium
0
8
null
1
2021-07-21 15:21:39.134960
Average
No
Weekly
Condo
2,187
1,159,651
35
Male
10,185
Married
0
PhD
null
32.88238
Suburban
Basic
0
10
594
9
2023-12-31 15:21:39.204201
Average
No
Daily
House
1,517
1,159,652
20
Male
60,433
Single
1
PhD
Employed
18.913555
Urban
Premium
null
3
441
5
2023-10-28 15:21:39.247098
Good
Yes
Weekly
House
586
1,159,653
43
Male
84,592
Divorced
4
High School
Self-Employed
38.726301
Urban
Comprehensive
3
3
null
5
2020-07-03 15:21:39.147735
Poor
No
Rarely
Apartment
2,455
1,159,654
48
Male
141,844
Single
3
Bachelor's
Self-Employed
37.893515
Suburban
Basic
1
11
803
4
2019-09-26 15:21:39.102694
null
No
Rarely
Condo
2,980
1,159,655
46
Male
15,107
Single
2
PhD
null
45.270979
Suburban
Basic
2
1
521
6
2024-03-08 15:21:39.083497
Good
Yes
Weekly
Condo
1,193
1,159,656
null
Female
7,593
Married
0
PhD
Employed
47.254436
Urban
Basic
1
12
596
2
2021-08-16 15:21:39.155231
Good
No
Daily
House
267
1,159,657
25
Male
29,350
Married
0
High School
null
49.481241
Suburban
Premium
2
6
523
2
2020-09-19 15:21:39.237118
Poor
No
Rarely
Apartment
966
1,159,658
52
Female
47,864
Married
2
High School
null
15.957973
Rural
Basic
0
13
420
7
2022-10-24 15:21:39.254678
Average
Yes
Rarely
Condo
814
1,159,659
50
Female
97,587
Married
0
Bachelor's
null
16.735149
Suburban
Comprehensive
3
19
364
7
2022-01-17 15:21:39.099739
null
Yes
Weekly
Apartment
3,072
1,159,660
34
Male
30,962
Single
2
Bachelor's
Self-Employed
43.257744
Suburban
Basic
1
11
586
8
2020-03-10 15:21:39.276901
Poor
Yes
Rarely
Condo
1,388
1,159,661
63
Male
122,750
Single
1
Bachelor's
Employed
13.72787
Urban
Comprehensive
0
11
457
2
2023-11-02 15:21:39.133866
Average
Yes
Daily
House
86
1,159,662
35
Female
3,859
Divorced
2
High School
Unemployed
25.781069
Urban
Premium
1
11
501
4
2019-10-24 15:21:39.080440
Good
Yes
Rarely
Apartment
838
1,159,663
55
Male
38,237
Single
4
High School
Employed
40.958809
Urban
Premium
null
8
null
1
2024-03-12 15:21:39.276388
Poor
No
Rarely
Apartment
831
1,159,664
22
Female
915
Married
4
High School
Employed
26.548781
Rural
Comprehensive
2
19
683
1
2021-03-23 15:21:39.149731
Average
Yes
Rarely
House
441
1,159,665
50
Male
20,346
Single
3
Master's
null
37.942178
Urban
Comprehensive
1
3
518
7
2020-08-24 15:21:39.113566
Average
No
Monthly
House
1,035
1,159,666
40
Female
29,951
Single
2
Bachelor's
null
21.672246
Urban
Comprehensive
0
19
731
3
2024-03-08 15:21:39.105504
Poor
No
Rarely
Condo
546
1,159,667
null
Male
131,525
Married
null
Master's
Self-Employed
39.985967
Rural
Basic
2
4
315
2
2022-11-15 15:21:39.237118
Average
Yes
Monthly
Apartment
1,177
1,159,668
44
Male
1,523
Married
0
PhD
Self-Employed
25.276826
Suburban
Comprehensive
0
15
447
8
2021-10-18 15:21:39.155231
Average
No
Weekly
Apartment
1,133
1,159,669
63
Female
24,881
Divorced
0
Master's
Self-Employed
13.636958
Urban
Basic
2
15
410
5
2022-12-26 15:21:39.134960
Average
No
Daily
Condo
434
1,159,670
22
Female
38,407
Single
0
High School
Self-Employed
20.753967
Rural
Basic
0
14
515
3
2023-01-30 15:21:39.134960
Poor
No
Daily
Apartment
716
1,159,671
24
Male
24,892
Single
2
Bachelor's
Self-Employed
34.54766
Urban
Comprehensive
2
17
716
2
2021-02-22 15:21:39.245086
Average
Yes
Monthly
House
473
1,159,672
25
Male
13,281
Married
2
High School
null
38.983931
Rural
Basic
null
2
372
6
2020-10-26 15:21:39.288099
Average
Yes
Monthly
Condo
880
1,159,673
23
Male
44,179
Single
2
High School
Unemployed
25.766934
Suburban
Premium
0
17
609
7
2021-09-30 15:21:39.279729
Average
No
Rarely
Apartment
788
1,159,674
26
Male
29,585
Married
2
Master's
null
28.286571
Suburban
Basic
null
10
null
1
2023-08-03 15:21:39.264504
Average
Yes
Weekly
Apartment
582
1,159,675
56
Male
82,588
Single
0
Master's
Self-Employed
31.783823
Suburban
Comprehensive
2
3
null
6
2021-02-25 15:21:39.100695
Good
Yes
Weekly
House
292
1,159,676
43
Female
26,802
Divorced
null
PhD
Employed
25.082046
Rural
Basic
2
9
690
3
2023-01-26 15:21:39.198406
Poor
Yes
Daily
House
2,327
1,159,677
null
Female
64,911
Single
4
Master's
Employed
38.689547
Suburban
Comprehensive
2
9
758
3
2021-03-08 15:21:39.276901
Average
No
Monthly
Apartment
2,913
1,159,678
26
Female
94,450
Divorced
0
PhD
Employed
20.751309
Urban
Comprehensive
1
8
370
4
2023-02-16 15:21:39.215386
Poor
Yes
Weekly
House
1,597
1,159,679
42
Male
null
Married
3
Bachelor's
null
28.471859
Rural
Premium
1
10
307
4
2022-04-29 15:21:39.145732
null
No
Daily
Apartment
1,703
1,159,680
52
Female
6,960
Married
2
PhD
Employed
28.256462
Rural
Premium
1
16
null
6
2022-05-01 15:21:39.155231
Poor
No
Rarely
Condo
1,432
1,159,681
35
Male
34,246
Married
1
PhD
null
47.390717
Suburban
Basic
3
8
727
6
2023-03-26 15:21:39.192212
Poor
No
Rarely
Condo
573
1,159,682
49
Male
64,882
Divorced
0
Master's
null
25.822706
Suburban
Comprehensive
3
7
847
8
2024-08-05 15:21:39.204790
Good
No
Weekly
Condo
39
1,159,683
64
Male
3,568
Divorced
4
Bachelor's
Employed
22.393832
Rural
Basic
1
12
302
6
2022-02-18 15:21:39.155231
Average
Yes
Rarely
Condo
1,556
1,159,684
49
Male
30,228
Married
0
Bachelor's
null
45.703623
Rural
Comprehensive
1
8
786
6
2023-04-20 15:21:39.173834
Average
No
Weekly
Apartment
3,046
1,159,685
64
Female
66,513
Single
2
PhD
Self-Employed
28.566767
Rural
Comprehensive
1
4
429
4
2023-11-18 15:21:39.259788
Poor
No
Daily
Condo
901
1,159,686
33
Male
55,781
Married
null
Bachelor's
Employed
null
Rural
Basic
0
12
828
7
2020-03-07 15:21:39.084065
Good
No
Daily
House
2,593
1,159,687
46
Male
16,086
Married
0
Master's
null
18.725945
Rural
Basic
1
8
554
7
2024-06-08 15:21:39.107553
Average
Yes
Daily
Apartment
906
1,159,688
47
Male
47,392
Married
4
High School
Self-Employed
33.595861
Suburban
Basic
4
11
751
5
2024-07-24 15:21:39.116179
Average
No
Monthly
Condo
284
1,159,689
20
Female
54,932
Single
null
Bachelor's
Unemployed
13.818401
Suburban
Premium
null
17
346
8
2024-04-12 15:21:39.282785
Average
Yes
Weekly
Apartment
488
1,159,690
46
Male
53,965
Divorced
4
High School
Unemployed
24.671237
Suburban
Basic
0
11
682
9
2020-04-27 15:21:39.266452
Good
Yes
Weekly
Apartment
111
1,159,691
61
Female
40,593
Divorced
null
Master's
Unemployed
51.967306
Suburban
Comprehensive
0
7
711
2
2023-08-28 15:21:39.264504
Good
Yes
Weekly
House
1,035
1,159,692
18
Male
17,120
Single
0
Master's
Unemployed
4.47193
Urban
Premium
null
7
null
6
2021-03-30 15:21:39.211806
Average
No
Daily
Condo
1,744
1,159,693
21
Female
35,411
Divorced
0
Master's
Unemployed
14.865493
Rural
Comprehensive
0
8
467
4
2021-09-13 15:21:39.256696
Good
Yes
Daily
Condo
2,427
1,159,694
58
Male
7,067
Married
4
PhD
Self-Employed
40.353239
Rural
Basic
0
3
793
6
2021-07-05 15:21:39.134960
Good
Yes
Daily
Condo
1,238
1,159,695
46
Female
18,443
Single
2
PhD
Employed
30.997596
Suburban
Comprehensive
3
16
526
4
2023-05-25 15:21:39.120168
Good
No
Daily
House
675
1,159,696
23
Male
39,681
null
0
Master's
Self-Employed
39.717607
Suburban
Basic
0
4
614
8
2023-04-29 15:21:39.088124
Good
No
Weekly
Condo
1,569
1,159,697
56
Female
394
Single
1
Bachelor's
Self-Employed
36.443379
Suburban
Comprehensive
1
5
null
9
2022-01-31 15:21:39.228521
Poor
No
Daily
Apartment
657
1,159,698
49
Male
31,027
Divorced
0
Master's
Unemployed
9.857297
Rural
Premium
1
16
325
4
2019-10-16 15:21:39.197445
Good
No
Monthly
Condo
553
1,159,699
27
Male
8,936
Married
0
High School
null
36.88582
Urban
Basic
1
7
842
9
2023-07-10 15:21:39.134960
Poor
Yes
Monthly
House
913