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
37,800
49
Female
26,953
Married
null
High School
Self-Employed
32.369713
Suburban
Comprehensive
0
8
553
2
2022-12-17 15:21:39.190215
Poor
Yes
Rarely
Condo
30
37,801
19
Male
18,171
Married
0
PhD
Unemployed
38.869326
Suburban
Comprehensive
1
19
340
8
2023-03-06 15:21:39.080440
Good
No
Daily
House
35
37,802
57
Male
118,570
Divorced
0
High School
Self-Employed
3.771253
Urban
Comprehensive
0
18
313
5
2019-11-07 15:21:39.271453
Poor
Yes
Monthly
Condo
1,237
37,803
33
Female
1,613
Divorced
1
Master's
Self-Employed
8.642585
Urban
Comprehensive
null
3
null
8
2024-02-05 15:21:39.170099
Poor
Yes
Daily
Condo
2,616
37,804
18
Male
44,939
Single
3
Bachelor's
Self-Employed
33.896417
Suburban
Premium
1
8
595
6
2023-11-29 15:21:39.103737
Good
Yes
Weekly
House
735
37,805
63
Male
103,746
Married
1
Master's
Unemployed
37.94803
Suburban
Basic
2
4
848
4
2022-07-21 15:21:39.211806
Poor
Yes
Daily
Condo
109
37,806
50
Female
73,467
Married
2
Bachelor's
Employed
12.988647
Rural
Comprehensive
1
15
586
9
2020-08-06 15:21:39.155231
Poor
No
Monthly
House
130
37,807
34
Male
96,449
Single
4
Master's
null
51.743298
Rural
Basic
0
14
637
8
2021-09-06 15:21:39.194829
Good
No
Weekly
Apartment
915
37,808
36
Female
39,352
Divorced
0
Bachelor's
Self-Employed
4.058177
Rural
Premium
2
16
824
8
2022-02-27 15:21:39.126661
Poor
No
Weekly
Apartment
1,859
37,809
26
Male
3,928
Divorced
1
High School
Employed
51.933848
Urban
Comprehensive
0
16
703
4
2020-11-11 15:21:39.229482
Good
No
Rarely
House
1,025
37,810
21
Male
30,650
Married
1
PhD
Employed
49.592459
Suburban
Comprehensive
2
14
544
7
2020-08-20 15:21:39.134960
Good
Yes
Rarely
Apartment
24
37,811
52
Female
29,087
Married
4
Master's
Employed
35.788371
Rural
Premium
0
19
684
7
2019-10-11 15:21:39.155231
Poor
No
Rarely
Apartment
1,602
37,812
31
Female
48,717
Divorced
0
Bachelor's
Self-Employed
33.965398
Suburban
Comprehensive
0
8
null
2
2024-01-20 15:21:39.155231
Good
Yes
Rarely
Condo
219
37,813
56
Male
6,820
Single
0
High School
Employed
6.60752
Suburban
Premium
2
19
526
9
2020-05-18 15:21:39.155231
Good
No
Weekly
Apartment
1,572
37,814
51
Female
24,294
Divorced
1
Master's
Unemployed
19.817429
Rural
Premium
1
7
571
5
2022-01-03 15:21:39.118178
Average
No
Weekly
House
3,091
37,815
19
Female
20,658
Single
null
Bachelor's
null
23.184002
Rural
Comprehensive
null
18
655
9
2023-02-04 15:21:39.134960
null
No
Weekly
Condo
1,833
37,816
28
Female
29,593
Divorced
4
High School
Self-Employed
24.829356
Suburban
Premium
1
10
757
9
2023-10-05 15:21:39.172097
Poor
Yes
Weekly
Apartment
857
37,817
34
Female
43,970
Married
4
Master's
Employed
21.705834
Urban
Premium
2
2
823
2
2020-01-06 15:21:39.252145
Poor
No
Daily
House
819
37,818
35
Male
141,892
Married
null
Master's
Unemployed
34.69192
Urban
Basic
1
9
382
5
2021-01-16 15:21:39.134960
Good
Yes
Rarely
Apartment
45
37,819
41
Male
120
Single
3
Master's
null
13.936971
Urban
Basic
null
8
486
3
2021-02-26 15:21:39.094752
Poor
No
Weekly
Condo
586
37,820
null
Female
66,845
Married
3
Bachelor's
null
23.081304
Urban
Comprehensive
null
5
423
4
2024-07-31 15:21:39.085129
Good
No
Weekly
Apartment
588
37,821
56
Male
7,894
Divorced
0
High School
Employed
19.935922
Urban
Basic
0
0
742
7
2020-06-18 15:21:39.134960
Good
Yes
Weekly
House
645
37,822
60
Female
43,439
Single
2
High School
Self-Employed
21.966205
Suburban
Premium
null
4
437
2
2023-03-04 15:21:39.092127
Poor
Yes
Rarely
House
1,218
37,823
27
Female
21,850
Married
2
PhD
Unemployed
25.84376
Urban
Basic
null
12
416
3
2022-11-16 15:21:39.245086
Poor
Yes
Monthly
House
1,344
37,824
26
Female
55,829
Married
3
PhD
Employed
34.238329
Urban
Basic
null
3
396
4
2021-02-08 15:21:39.247098
Good
Yes
Daily
Condo
1,588
37,825
45
Male
29,483
Married
1
Master's
Unemployed
23.955843
Suburban
Comprehensive
0
2
551
3
2024-04-20 15:21:39.250151
Good
No
Monthly
Apartment
1,071
37,826
45
Female
6,302
Married
4
High School
Unemployed
43.583993
Suburban
Premium
3
8
341
1
2022-03-18 15:21:39.173834
Poor
No
Daily
House
1,139
37,827
41
Female
18,066
Married
0
High School
Unemployed
13.094228
Urban
Comprehensive
1
2
484
8
2019-12-20 15:21:39.087123
Average
Yes
Rarely
Apartment
671
37,828
40
Male
16,861
Married
4
Bachelor's
Employed
44.868932
Urban
Comprehensive
2
19
844
3
2019-11-05 15:21:39.087123
Poor
No
Rarely
Condo
3,308
37,829
37
Female
40,597
Single
0
Bachelor's
Employed
19.917482
Urban
Basic
1
6
571
4
2023-11-18 15:21:39.155231
Good
No
Weekly
Condo
1,348
37,830
27
Male
20,283
Divorced
4
High School
null
47.716186
Rural
Comprehensive
null
14
833
5
2023-02-26 15:21:39.204790
Average
Yes
Daily
House
478
37,831
19
Female
64,860
Married
0
Bachelor's
Employed
25.737931
Suburban
Comprehensive
2
5
546
9
2023-12-28 15:21:39.155231
Good
Yes
Weekly
House
1,871
37,832
43
Male
63,415
Married
0
High School
Self-Employed
null
Suburban
Basic
0
3
null
2
2020-04-26 15:21:39.134960
Good
Yes
Rarely
House
2,192
37,833
35
Male
14,072
Divorced
4
Master's
null
38.836638
Suburban
Premium
1
6
null
8
2022-02-14 15:21:39.081504
Poor
Yes
Rarely
Condo
496
37,834
20
Female
1,560
Divorced
1
Bachelor's
Self-Employed
50.615611
Suburban
Comprehensive
0
9
837
9
2024-05-20 15:21:39.256696
Good
No
Daily
Apartment
26
37,835
63
Female
36,193
Married
1
Bachelor's
Employed
44.8485
Rural
Premium
1
19
687
8
2020-08-09 15:21:39.226954
Average
Yes
Rarely
Condo
821
37,836
25
Male
15,217
Divorced
2
Bachelor's
null
32.122274
Urban
Comprehensive
null
7
389
6
2021-07-26 15:21:39.226954
Good
No
Weekly
House
748
37,837
63
Female
733
Divorced
1
Master's
Self-Employed
29.246702
Urban
Comprehensive
0
11
397
5
2024-04-07 15:21:39.083497
Good
Yes
Rarely
Apartment
1,614
37,838
37
Female
41,430
Divorced
3
Master's
null
31.769798
Suburban
Comprehensive
null
12
414
3
2023-07-01 15:21:39.093681
Average
No
Monthly
Apartment
561
37,839
33
Female
46,264
Married
2
PhD
Unemployed
36.048516
Urban
Premium
null
6
343
9
2021-05-27 15:21:39.282785
Average
Yes
Rarely
Condo
611
37,840
45
Male
44,641
Divorced
1
Master's
null
19.845173
Suburban
Premium
4
11
641
1
2023-01-09 15:21:39.134960
null
No
Rarely
Apartment
1,122
37,841
28
Female
27,468
Single
1
High School
null
null
Urban
Basic
0
17
686
7
2023-06-08 15:21:39.236064
Poor
No
Weekly
Condo
681
37,842
50
Female
5,769
Divorced
3
Master's
Self-Employed
43.996779
Rural
Premium
null
3
558
5
2024-05-01 15:21:39.095696
Poor
Yes
Rarely
Condo
642
37,843
25
Male
4,827
Single
3
Master's
Unemployed
13.944409
Urban
Premium
0
3
null
4
2022-06-29 15:21:39.134960
Average
No
Rarely
Apartment
29
37,844
59
Female
30,388
Single
3
PhD
null
15.927279
Urban
Premium
1
1
829
1
2023-11-17 15:21:39.125660
Poor
No
Monthly
House
110
37,845
54
Male
9,092
Divorced
1
Master's
Unemployed
13.817056
Suburban
Premium
null
17
613
6
2024-03-27 15:21:39.084065
Poor
No
Weekly
Condo
917
37,846
24
Female
38,262
Divorced
4
Bachelor's
Unemployed
37.971309
Suburban
Comprehensive
null
1
744
7
2022-01-15 15:21:39.237118
Average
Yes
Rarely
House
1,292
37,847
52
Female
8,072
Married
0
Master's
Self-Employed
15.843228
Urban
Basic
1
16
705
2
2023-11-15 15:21:39.259788
Good
No
Rarely
Condo
703
37,848
56
Female
1,039
Single
1
High School
Self-Employed
18.082635
Suburban
Basic
0
9
761
4
2024-01-01 15:21:39.147735
Average
No
Rarely
Condo
3,528
37,849
23
Female
26,510
Married
2
PhD
null
8.977751
Urban
Premium
null
14
347
3
2021-09-08 15:21:39.146733
Good
Yes
Daily
Apartment
957
37,850
35
Female
4,457
Divorced
2
PhD
Employed
42.065534
Rural
Comprehensive
null
10
413
9
2019-08-25 15:21:39.237118
Average
No
Weekly
Apartment
2,585
37,851
20
Male
1,540
Divorced
0
Bachelor's
null
null
Urban
Basic
null
12
615
9
2023-03-19 15:21:39.134960
Good
No
Weekly
House
2,439
37,852
44
Female
588
Married
2
Bachelor's
null
18.632129
Urban
Basic
2
14
763
2
2023-12-03 15:21:39.117183
Good
No
Weekly
Apartment
29
37,853
64
Female
43,749
Divorced
1
Master's
Employed
23.670058
Suburban
Comprehensive
0
17
782
2
2020-01-08 15:21:39.155231
Good
Yes
Monthly
Condo
1,029
37,854
54
Male
9,873
Divorced
4
High School
Self-Employed
20.102664
Suburban
Basic
null
19
null
7
2023-05-24 15:21:39.191219
Good
No
Daily
Condo
1,053
37,855
29
Female
14,982
Single
4
PhD
null
37.682349
Rural
Comprehensive
3
13
811
1
2023-09-30 15:21:39.155231
Poor
No
Weekly
House
906
37,856
18
Male
9,727
Single
2
Master's
Self-Employed
44.813296
Suburban
Premium
2
17
779
3
2020-01-16 15:21:39.152732
Average
No
Weekly
Condo
689
37,857
28
Male
25,761
Divorced
0
High School
Unemployed
19.479418
Rural
Basic
2
6
772
2
2022-06-10 15:21:39.111551
Poor
Yes
Weekly
House
611
37,858
32
Female
21,587
null
1
Master's
null
45.226007
Suburban
Basic
0
0
479
9
2023-04-26 15:21:39.252145
Average
Yes
Daily
Apartment
504
37,859
58
Female
77,580
Married
2
Bachelor's
Self-Employed
null
Rural
Comprehensive
3
5
null
5
2020-04-30 15:21:39.206847
Average
Yes
Daily
Apartment
1,206
37,860
21
Male
626
Married
3
Master's
Employed
17.497978
Urban
Premium
0
5
381
7
2020-06-16 15:21:39.134960
Average
No
Monthly
Apartment
1,611
37,861
29
Female
30,961
Married
0
PhD
null
10.557763
Urban
Premium
1
14
null
3
2020-01-13 15:21:39.134960
Average
No
Rarely
Condo
1,038
37,862
25
Male
20,489
Married
0
Master's
Unemployed
8.689519
Suburban
Comprehensive
0
14
583
2
2024-08-02 15:21:39.175719
Good
Yes
Weekly
Apartment
1,136
37,863
48
Male
20,292
Single
1
Bachelor's
Self-Employed
14.753912
Urban
Premium
null
5
681
4
2020-03-02 15:21:39.134960
Average
No
Rarely
House
37
37,864
34
Female
26,651
Single
4
PhD
Self-Employed
35.892437
Urban
Premium
0
16
765
1
2022-06-09 15:21:39.283783
Average
Yes
Monthly
Apartment
1,163
37,865
58
Male
16,281
Single
3
Bachelor's
null
23.869364
Urban
Premium
3
6
null
6
2022-10-03 15:21:39.237118
Poor
No
Weekly
Condo
1,620
37,866
59
Male
607
Single
1
PhD
Unemployed
15.839003
Suburban
Basic
null
18
535
5
2021-04-08 15:21:39.119168
null
No
Daily
Condo
1,383
37,867
34
Male
12,939
Divorced
2
PhD
null
43.868964
Urban
Comprehensive
1
5
672
8
2023-01-04 15:21:39.184157
null
Yes
Monthly
House
563
37,868
31
Male
3,528
Single
3
PhD
null
26.722805
Suburban
Comprehensive
3
1
653
2
2023-12-26 15:21:39.085129
Average
No
Rarely
House
1,065
37,869
59
Male
18,681
Single
0
High School
Employed
27.553945
Suburban
Basic
1
19
461
5
2021-08-02 15:21:39.214388
Average
Yes
Daily
Condo
1,465
37,870
33
Male
3,850
Married
4
Bachelor's
Unemployed
10.170053
Suburban
Comprehensive
2
5
711
2
2022-02-08 15:21:39.168099
Average
Yes
Weekly
Apartment
805
37,871
64
Male
92,638
null
4
Bachelor's
Employed
18.739336
Suburban
Basic
null
16
479
2
2020-04-15 15:21:39.096739
Good
No
Daily
Apartment
3,098
37,872
51
Female
17,123
Married
0
Bachelor's
null
24.161139
Suburban
Comprehensive
1
14
null
8
2022-11-29 15:21:39.109552
Poor
Yes
Monthly
Condo
977
37,873
46
Female
8,058
Single
1
High School
Employed
16.927376
Rural
Comprehensive
2
6
705
8
2020-07-22 15:21:39.091080
Poor
Yes
Rarely
House
1,031
37,874
46
Female
1,138
Married
4
PhD
Employed
26.120819
Urban
Premium
1
8
null
8
2020-11-01 15:21:39.090124
null
Yes
Weekly
Apartment
754
37,875
36
Male
45,941
Married
3
Bachelor's
Employed
37.183094
Suburban
Basic
2
1
309
9
2021-09-07 15:21:39.211806
Good
No
Rarely
Apartment
3,244
37,876
23
Female
72,912
Divorced
0
High School
null
49.91158
Urban
Basic
3
1
632
5
2022-10-05 15:21:39.165120
Poor
No
Rarely
Apartment
215
37,877
32
Female
5,821
Single
4
High School
Self-Employed
35.836315
Rural
Premium
1
6
null
2
2021-09-21 15:21:39.199447
Average
No
Rarely
Condo
622
37,878
62
Female
15,401
Divorced
1
Bachelor's
Employed
11.534138
Urban
Basic
2
17
470
1
2022-08-28 15:21:39.237118
Average
Yes
Rarely
Apartment
749
37,879
33
Female
7,991
Single
3
PhD
Unemployed
32.084295
Urban
Premium
0
17
null
5
2020-04-22 15:21:39.192212
Average
No
Daily
House
646
37,880
25
Male
43,905
Single
1
High School
Self-Employed
15.084867
Urban
Comprehensive
1
0
584
7
2020-08-02 15:21:39.134960
Average
Yes
Daily
Condo
817
37,881
27
Female
61,430
Divorced
null
Master's
Unemployed
35.986481
Suburban
Basic
3
17
383
5
2024-03-13 15:21:39.155231
null
Yes
Daily
House
952
37,882
20
Female
95,985
Married
3
PhD
Self-Employed
18.543302
Urban
Premium
2
3
574
1
2019-12-07 15:21:39.226954
Average
No
Daily
House
3,153
37,883
32
Female
29,055
Single
3
PhD
null
null
Urban
Premium
0
10
784
5
2022-06-20 15:21:39.237118
Average
No
Daily
Condo
515
37,884
26
Male
12,192
Divorced
0
Bachelor's
Unemployed
26.341825
Rural
Premium
null
1
448
6
2019-08-24 15:21:39.167099
Poor
No
Weekly
House
2,855
37,885
46
Female
87,030
Married
0
High School
Unemployed
11.515439
Urban
Comprehensive
0
7
614
3
2022-05-03 15:21:39.121169
Poor
Yes
Rarely
Condo
393
37,886
58
Female
1,035
Married
1
High School
Self-Employed
45.003658
Suburban
Basic
0
7
543
3
2019-09-07 15:21:39.217387
Good
Yes
Daily
Condo
2,856
37,887
46
Female
17,375
Divorced
4
High School
null
6.982985
Suburban
Premium
1
19
675
5
2024-03-08 15:21:39.134960
Poor
Yes
Daily
Apartment
2,470
37,888
27
Female
null
Divorced
0
High School
Self-Employed
22.177511
Urban
Comprehensive
0
0
407
2
2019-11-18 15:21:39.185215
Poor
Yes
Weekly
Apartment
640
37,889
63
Male
142,299
Divorced
1
Bachelor's
Employed
51.276317
Suburban
Basic
null
15
709
5
2021-05-06 15:21:39.237118
Average
No
Monthly
House
762
37,890
45
Male
35,781
Single
1
Bachelor's
null
17.50197
Rural
Comprehensive
2
13
775
7
2020-06-09 15:21:39.155231
Good
Yes
Daily
Condo
766
37,891
60
Female
25,490
null
3
PhD
null
25.719141
Suburban
Premium
0
1
588
8
2024-07-02 15:21:39.221386
Good
No
Monthly
Condo
275
37,892
46
Female
31,870
Divorced
null
PhD
Self-Employed
25.90765
Rural
Comprehensive
2
12
528
6
2021-05-09 15:21:39.079128
Good
No
Weekly
House
386
37,893
40
Male
10,108
Single
3
Bachelor's
Unemployed
42.07377
Suburban
Basic
null
19
554
8
2023-04-15 15:21:39.166062
Poor
No
Monthly
Condo
573
37,894
36
Male
17,069
Divorced
2
Master's
Employed
28.991698
Suburban
Premium
2
14
810
4
2022-02-09 15:21:39.288099
Poor
No
Rarely
Condo
532
37,895
29
Male
14,082
Married
3
High School
null
3.93469
Suburban
Basic
1
15
796
4
2021-09-17 15:21:39.152732
Average
Yes
Weekly
Apartment
652
37,896
54
Female
1,853
Divorced
1
Bachelor's
null
44.173302
Suburban
Basic
1
1
766
6
2021-08-03 15:21:39.226954
Good
Yes
Daily
Condo
2,626
37,897
34
Female
4,439
Divorced
3
PhD
Self-Employed
8.934406
Rural
Comprehensive
1
6
334
7
2020-11-22 15:21:39.274993
Poor
Yes
Monthly
Apartment
119
37,898
52
Female
74,514
Divorced
2
High School
Self-Employed
17.077492
Suburban
Premium
1
0
483
6
2020-05-09 15:21:39.176717
Average
Yes
Rarely
Apartment
2,109
37,899
62
Male
9,984
Married
1
PhD
Self-Employed
null
Urban
Basic
2
17
713
3
2021-01-02 15:21:39.256696
Poor
No
Monthly
Condo
2,472