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
54,800
34
Female
17,054
Divorced
0
PhD
Employed
40.747968
Urban
Basic
2
4
589
1
2024-07-11 15:21:39.134960
Good
No
Daily
House
1,179
54,801
53
Male
28,450
Divorced
3
High School
Unemployed
50.897835
Urban
Premium
2
7
839
8
2023-05-18 15:21:39.271453
Poor
Yes
Daily
Apartment
3,723
54,802
54
Female
30,274
Married
0
Master's
Unemployed
38.967392
Rural
Comprehensive
0
13
837
6
2021-05-05 15:21:39.272456
Poor
Yes
Rarely
Condo
469
54,803
41
Male
46,370
Divorced
3
High School
Unemployed
34.946503
Rural
Basic
1
1
677
7
2021-10-02 15:21:39.172097
Good
Yes
Weekly
Condo
948
54,804
29
Female
2,598
Divorced
1
Bachelor's
Employed
17.007531
Rural
Comprehensive
2
1
823
5
2023-12-03 15:21:39.082499
Poor
No
Monthly
Condo
542
54,805
58
Female
24,259
Married
0
High School
null
16.527326
Suburban
Premium
1
5
676
9
2020-11-17 15:21:39.134960
Poor
Yes
Weekly
Condo
980
54,806
29
Female
null
Divorced
4
High School
null
20.699034
Rural
Basic
null
19
359
3
2021-01-25 15:21:39.148733
Poor
No
Daily
Apartment
817
54,807
41
Male
24,981
null
4
Bachelor's
Unemployed
14.791005
Rural
Basic
1
3
748
7
2020-10-22 15:21:39.100695
Good
Yes
Daily
House
1,104
54,808
43
Male
53,583
Single
2
PhD
Employed
14.711494
Urban
Premium
0
0
764
7
2019-12-14 15:21:39.230483
Good
Yes
Monthly
House
266
54,809
50
Female
10,174
Single
0
Master's
Unemployed
26.244637
Suburban
Basic
0
19
706
7
2023-08-18 15:21:39.210805
Average
No
Monthly
House
25
54,810
53
Male
12,478
Divorced
4
PhD
Unemployed
17.0357
Rural
Basic
1
14
462
8
2023-06-25 15:21:39.190215
Poor
Yes
Weekly
House
45
54,811
44
Female
27,982
Single
2
Master's
Unemployed
45.22361
Suburban
Basic
1
0
427
4
2022-07-20 15:21:39.288099
Poor
Yes
Daily
House
1,484
54,812
39
Male
44,978
Divorced
null
Master's
Employed
20.077846
Suburban
Basic
null
8
687
8
2020-01-25 15:21:39.155231
Poor
Yes
Monthly
Condo
581
54,813
57
Female
133,782
Divorced
4
High School
null
8.813806
Suburban
Basic
2
14
699
6
2023-04-29 15:21:39.155231
Poor
No
Daily
House
218
54,814
47
Female
23,188
Single
1
Master's
Self-Employed
14.558942
Suburban
Premium
null
13
752
5
2022-04-03 15:21:39.155231
Average
No
Weekly
Condo
2,260
54,815
35
Male
51,811
Married
0
Master's
Employed
46.362788
Rural
Premium
3
18
null
6
2020-11-23 15:21:39.251142
Average
No
Rarely
House
322
54,816
53
Female
1,500
Divorced
0
PhD
Unemployed
13.121378
Suburban
Premium
2
7
587
3
2023-12-15 15:21:39.181605
Good
Yes
Weekly
Condo
2,069
54,817
null
Female
46,100
Single
1
High School
Unemployed
32.828234
Suburban
Premium
1
17
607
3
2024-06-24 15:21:39.274993
Good
No
Monthly
Condo
2,724
54,818
53
Female
28,572
Married
2
Master's
Self-Employed
18.235919
Urban
Comprehensive
null
4
521
8
2023-12-07 15:21:39.186212
Good
No
Weekly
House
843
54,819
59
Female
35,750
Married
2
PhD
Employed
29.081037
Urban
Comprehensive
0
9
482
6
2023-05-05 15:21:39.235012
null
No
Monthly
House
1,173
54,820
22
Male
63,847
Married
0
PhD
Self-Employed
15.332297
Urban
Basic
null
1
357
5
2020-01-29 15:21:39.121169
Poor
Yes
Weekly
Condo
793
54,821
42
Female
15,696
Divorced
3
High School
Unemployed
31.919243
Rural
Premium
2
16
546
5
2022-10-22 15:21:39.223901
Poor
Yes
Monthly
Apartment
886
54,822
58
Male
16,087
Married
4
High School
Self-Employed
16.737745
Suburban
Premium
0
17
568
9
2023-07-23 15:21:39.278402
Good
No
Daily
Apartment
799
54,823
56
Female
54,420
Single
3
PhD
Unemployed
19.913984
Rural
Premium
null
9
431
7
2021-06-28 15:21:39.246098
Poor
Yes
Weekly
House
462
54,824
26
Male
17,175
Married
2
Bachelor's
null
24.178541
Suburban
Premium
0
14
780
9
2021-05-16 15:21:39.134960
Good
Yes
Daily
Apartment
108
54,825
44
Female
5,701
Single
1
High School
Unemployed
8.79696
Urban
Basic
0
14
381
4
2024-08-05 15:21:39.146733
Average
Yes
Monthly
House
916
54,826
31
Male
35,000
Single
3
PhD
Unemployed
18.26799
Rural
Basic
null
16
690
8
2020-09-25 15:21:39.130190
Poor
No
Monthly
Apartment
1,682
54,827
58
Male
20,571
Married
3
Bachelor's
null
5.269898
Urban
Premium
1
7
806
4
2023-12-30 15:21:39.147735
Good
No
Weekly
Apartment
1,077
54,828
58
Male
1,910
Single
0
Master's
Employed
33.791722
Urban
Basic
2
2
803
5
2022-06-04 15:21:39.095696
null
No
Weekly
House
187
54,829
27
Female
30,811
Married
2
Bachelor's
null
11.636733
Rural
Premium
0
18
805
6
2019-12-07 15:21:39.230483
Good
No
Monthly
House
2,533
54,830
57
Male
3,151
Divorced
0
PhD
null
5.641906
Rural
Premium
4
19
477
1
2019-12-16 15:21:39.267454
null
Yes
Monthly
Condo
3,304
54,831
46
Male
102,077
Single
0
Bachelor's
null
15.097746
Urban
Comprehensive
0
11
390
1
2023-02-20 15:21:39.197445
Poor
No
Rarely
Apartment
759
54,832
23
Female
533
Married
null
Master's
Unemployed
44.594868
Urban
Basic
null
18
464
1
2021-04-05 15:21:39.226954
Poor
No
Daily
Apartment
469
54,833
37
Female
96,863
Married
null
Bachelor's
null
13.818956
Suburban
Premium
2
6
309
1
2020-05-21 15:21:39.223901
Good
No
Daily
Apartment
81
54,834
34
Female
23,887
Divorced
1
PhD
Self-Employed
18.807676
Rural
Comprehensive
0
14
557
3
2023-10-30 15:21:39.192212
Poor
Yes
Daily
Apartment
888
54,835
51
Male
44,938
Married
3
Bachelor's
Employed
12.296025
Suburban
Premium
0
3
739
2
2022-12-24 15:21:39.192212
Good
Yes
Daily
House
649
54,836
39
Male
3,837
Divorced
3
Bachelor's
null
53.085183
Rural
Basic
null
18
410
2
2021-11-23 15:21:39.221386
Average
Yes
Daily
Apartment
1,654
54,837
28
Female
39,016
Divorced
1
Master's
Employed
34.69132
Urban
Comprehensive
1
16
452
3
2023-07-30 15:21:39.237118
Average
No
Monthly
House
1,014
54,838
47
Male
52,232
Single
1
High School
Self-Employed
null
Suburban
Comprehensive
null
3
839
3
2022-09-12 15:21:39.181605
Good
Yes
Rarely
Apartment
3,038
54,839
43
Female
null
Single
null
High School
Self-Employed
21.32763
Suburban
Premium
null
18
382
4
2022-11-19 15:21:39.155231
Poor
No
Daily
House
394
54,840
61
Male
15,978
Divorced
3
Bachelor's
null
29.61777
Urban
Premium
null
16
563
7
2024-01-23 15:21:39.082499
Average
No
Rarely
Apartment
1,252
54,841
28
Male
10,105
Divorced
2
Bachelor's
Self-Employed
45.844017
Rural
Comprehensive
0
10
594
7
2022-11-14 15:21:39.126661
Good
Yes
Rarely
Condo
498
54,842
46
Female
15,963
Single
1
Bachelor's
Self-Employed
25.912784
Rural
Basic
null
2
595
6
2023-08-21 15:21:39.228521
Poor
Yes
Monthly
Apartment
632
54,843
31
Male
46,943
Married
1
Bachelor's
Self-Employed
42.934935
Suburban
Comprehensive
null
0
391
1
2022-04-23 15:21:39.181605
Good
No
Monthly
Condo
2,122
54,844
23
Female
17,237
Divorced
null
Master's
Unemployed
41.927481
Rural
Basic
2
3
471
6
2023-12-22 15:21:39.110557
Average
Yes
Monthly
Apartment
337
54,845
49
Female
106,098
Single
2
Master's
null
46.170196
Urban
Comprehensive
null
8
477
1
2021-03-06 15:21:39.155231
Good
No
Daily
Condo
2,846
54,846
23
Male
46,485
Married
0
PhD
Self-Employed
24.591291
Urban
Premium
0
11
409
4
2024-01-31 15:21:39.155231
Good
No
Rarely
House
1,278
54,847
28
Male
36,373
null
1
PhD
null
44.908173
Urban
Basic
null
8
641
5
2021-10-20 15:21:39.218388
Poor
No
Weekly
Apartment
1,231
54,848
57
Female
14,084
Divorced
null
PhD
Self-Employed
42.760416
Rural
Comprehensive
0
16
789
9
2022-11-09 15:21:39.134960
Good
No
Rarely
Condo
494
54,849
30
Male
14,073
Single
4
Master's
null
12.893416
Urban
Premium
null
5
766
4
2021-04-24 15:21:39.087123
Average
No
Rarely
Condo
2,640
54,850
55
Male
1,724
Divorced
null
High School
Unemployed
28.327898
Suburban
Premium
0
8
377
4
2022-07-05 15:21:39.274993
Good
Yes
Daily
Apartment
1,209
54,851
46
Female
15,353
Divorced
3
Bachelor's
null
14.58404
Urban
Comprehensive
null
3
614
3
2023-03-03 15:21:39.114118
Poor
No
Monthly
House
2,146
54,852
49
Female
25,602
Married
3
PhD
null
39.096997
Rural
Basic
2
10
null
6
2024-03-12 15:21:39.155231
Poor
No
Rarely
Apartment
1,489
54,853
28
Male
20,719
Single
null
PhD
Self-Employed
14.719861
Urban
Comprehensive
0
16
797
2
2019-10-28 15:21:39.237118
Poor
No
Weekly
House
472
54,854
42
Female
null
Divorced
0
Master's
Unemployed
26.379917
Urban
Comprehensive
1
3
null
7
2021-08-14 15:21:39.171102
null
No
Weekly
Condo
99
54,855
35
Male
2,557
Married
2
PhD
Unemployed
42.097641
Rural
Comprehensive
0
6
639
4
2019-09-08 15:21:39.167099
null
No
Rarely
House
898
54,856
43
Female
null
Married
3
Bachelor's
Employed
35.092087
Suburban
Premium
null
19
393
7
2020-09-22 15:21:39.237118
Poor
Yes
Rarely
House
2,023
54,857
50
Female
7,355
Married
4
Master's
null
48.0357
Rural
Basic
null
0
788
8
2020-10-31 15:21:39.274993
Poor
No
Daily
House
535
54,858
36
Female
1,564
Divorced
4
PhD
Unemployed
20.74978
Urban
Premium
0
2
521
8
2024-05-12 15:21:39.155231
Average
No
Weekly
House
1,874
54,859
36
Female
2,907
Married
0
PhD
Employed
26.926806
Rural
Basic
null
0
516
8
2020-08-05 15:21:39.205850
null
Yes
Weekly
Condo
509
54,860
33
Female
16,072
Single
1
Master's
Employed
23.165905
Rural
Basic
null
10
734
2
2021-09-17 15:21:39.168099
Good
Yes
Weekly
Condo
622
54,861
24
Female
83,695
Single
0
PhD
Unemployed
50.858803
Suburban
Basic
2
18
null
3
2022-03-17 15:21:39.187211
Good
No
Daily
House
3,562
54,862
58
Male
26,667
Divorced
3
Master's
Self-Employed
37.283338
Rural
Premium
null
12
null
1
2022-08-18 15:21:39.134960
Average
Yes
Weekly
House
115
54,863
55
Male
null
Single
0
PhD
null
18.422635
Rural
Premium
0
3
366
6
2022-09-16 15:21:39.247098
Poor
Yes
Daily
Condo
586
54,864
58
Male
null
Single
3
High School
Unemployed
26.87869
Rural
Comprehensive
null
19
433
9
2021-11-10 15:21:39.134819
Good
No
Weekly
Apartment
649
54,865
45
Female
3,088
Divorced
2
PhD
null
null
Suburban
Comprehensive
null
5
647
5
2022-06-27 15:21:39.126661
Poor
Yes
Rarely
Condo
785
54,866
45
Female
45,106
Single
null
PhD
null
11.18175
Rural
Comprehensive
0
11
711
7
2020-05-13 15:21:39.148733
Poor
Yes
Weekly
Apartment
1,118
54,867
42
Male
5,942
Single
3
PhD
null
32.908362
Rural
Comprehensive
3
18
485
5
2024-07-19 15:21:39.259788
Poor
Yes
Daily
Condo
2,952
54,868
60
Female
44,765
Divorced
0
Master's
Employed
6.804959
Urban
Basic
1
7
843
3
2022-06-02 15:21:39.155231
Good
No
Rarely
Condo
619
54,869
54
Female
20,300
Married
0
High School
null
40.858252
Urban
Basic
0
1
684
3
2024-01-14 15:21:39.146733
Good
Yes
Rarely
Condo
648
54,870
51
Male
42,009
Divorced
2
PhD
Unemployed
37.917272
Urban
Comprehensive
1
4
663
1
2023-09-28 15:21:39.167099
Poor
Yes
Daily
Apartment
2,749
54,871
24
Female
null
Married
1
High School
null
16.64215
Rural
Comprehensive
1
14
340
3
2019-10-07 15:21:39.260856
Poor
No
Rarely
House
175
54,872
63
Male
29,095
Married
2
Master's
Employed
41.606418
Rural
Comprehensive
null
9
461
3
2019-08-21 15:21:39.093681
Average
Yes
Weekly
Apartment
3,276
54,873
32
Female
18,061
Married
2
Master's
Self-Employed
37.657833
Urban
Basic
0
17
815
1
2024-05-31 15:21:39.194829
null
No
Monthly
Condo
2,560
54,874
43
Male
50,296
Married
1
High School
null
26.574165
Suburban
Premium
2
4
346
2
2020-07-07 15:21:39.151732
Poor
Yes
Rarely
Condo
366
54,875
27
Female
null
Single
4
Master's
Unemployed
21.660189
Rural
Comprehensive
null
8
585
1
2020-12-16 15:21:39.237118
Good
Yes
Rarely
Condo
335
54,876
44
Male
null
Single
2
High School
Self-Employed
28.151083
Suburban
Comprehensive
2
2
437
5
2022-10-09 15:21:39.231531
Average
No
Weekly
House
493
54,877
37
Female
2,629
Single
0
PhD
Self-Employed
30.744461
Urban
Basic
0
1
438
4
2023-02-27 15:21:39.131192
Average
Yes
Daily
House
1,847
54,878
21
Female
71,369
Single
null
PhD
null
38.637381
Rural
Premium
null
8
382
9
2021-09-19 15:21:39.093681
Average
Yes
Daily
House
903
54,879
46
Male
2,100
Single
1
PhD
Self-Employed
7.614727
Suburban
Basic
0
0
499
2
2022-04-15 15:21:39.152732
Poor
Yes
Rarely
Condo
380
54,880
51
Male
27,791
Married
2
Bachelor's
null
23.895648
Urban
Comprehensive
0
19
551
7
2020-04-05 15:21:39.149731
Poor
Yes
Weekly
Apartment
819
54,881
46
Male
739
Single
2
High School
Self-Employed
null
Urban
Premium
0
18
790
5
2022-05-14 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,206
54,882
45
Male
47
Divorced
2
Bachelor's
Self-Employed
38.358031
Suburban
Premium
1
19
551
7
2020-07-22 15:21:39.188220
Poor
No
Daily
Condo
49
54,883
62
Male
28,409
Married
3
PhD
Employed
30.064343
Rural
Basic
0
15
553
7
2022-12-05 15:21:39.155231
Average
Yes
Monthly
House
2,105
54,884
23
Female
8,791
Married
2
Master's
Self-Employed
16.891208
Urban
Comprehensive
null
12
null
7
2021-01-29 15:21:39.155231
Poor
Yes
Weekly
House
1,170
54,885
46
Female
471
Married
1
High School
Self-Employed
14.094863
Urban
Premium
2
6
687
4
2023-01-29 15:21:39.134960
Good
No
Rarely
Condo
2,472
54,886
44
Female
13,457
Married
0
Master's
Employed
37.788413
Urban
Basic
2
17
380
7
2019-12-12 15:21:39.132191
Average
Yes
Rarely
House
25
54,887
30
Male
14,079
Divorced
3
Bachelor's
null
null
Rural
Premium
null
7
597
3
2022-10-30 15:21:39.174719
Poor
Yes
Monthly
House
955
54,888
55
Female
28,863
Married
0
PhD
Unemployed
19.517424
Rural
Premium
2
5
773
6
2020-12-19 15:21:39.237118
Poor
No
Weekly
Condo
649
54,889
55
Male
9,768
Married
3
Bachelor's
null
26.847316
Rural
Basic
1
12
473
5
2022-01-18 15:21:39.128286
Good
No
Monthly
House
1,212
54,890
24
Female
25,563
Married
4
Bachelor's
null
18.908235
Suburban
Comprehensive
null
16
null
4
2021-09-03 15:21:39.191219
Poor
No
Rarely
Apartment
946
54,891
35
Male
73,372
Divorced
1
High School
Unemployed
26.964377
Suburban
Comprehensive
3
3
329
2
2021-01-04 15:21:39.237118
Poor
Yes
Monthly
Apartment
603
54,892
19
Male
68,415
Married
4
Master's
Employed
23.037252
Urban
Basic
1
16
452
7
2020-02-02 15:21:39.176717
Good
Yes
Rarely
Condo
731
54,893
41
Female
579
Single
4
PhD
Employed
6.936278
Urban
Premium
0
3
626
5
2023-04-25 15:21:39.134960
null
Yes
Monthly
House
519
54,894
52
Female
null
Divorced
null
Master's
null
6.892186
Rural
Premium
2
5
516
5
2019-11-10 15:21:39.155231
Good
Yes
Rarely
Condo
2,520
54,895
30
Male
56,568
Married
1
Master's
null
26.67647
Rural
Comprehensive
0
17
376
4
2021-03-30 15:21:39.166062
Average
Yes
Weekly
Condo
1,364
54,896
21
Male
10,892
Divorced
null
High School
null
24.792958
Suburban
Basic
0
8
709
2
2022-01-12 15:21:39.118178
Average
No
Weekly
House
616
54,897
52
Male
18,671
Married
3
PhD
null
26.2757
Urban
Premium
null
9
532
3
2020-08-15 15:21:39.180553
Good
No
Monthly
Apartment
454
54,898
53
Female
37,509
Married
2
Bachelor's
Self-Employed
4.430976
Urban
Comprehensive
null
12
587
3
2024-01-23 15:21:39.155231
Average
No
Weekly
Apartment
652
54,899
43
Female
17,062
Divorced
4
Master's
null
11.24088
Urban
Comprehensive
2
4
812
3
2021-04-19 15:21:39.128286
Average
Yes
Rarely
Condo
103