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
1,165,800
61
Male
21,520
Single
4
PhD
Employed
14.797822
Rural
Comprehensive
null
0
595
7
2022-07-07 15:21:39.130190
Average
Yes
Rarely
Condo
1,560
1,165,801
38
Male
28,215
Divorced
0
Bachelor's
Unemployed
49.895118
Suburban
Premium
0
3
687
7
2021-04-27 15:21:39.237118
Poor
No
Weekly
Apartment
857
1,165,802
32
Female
126,532
Single
4
Bachelor's
Unemployed
15.876603
Urban
Comprehensive
null
3
null
5
2020-09-14 15:21:39.109552
Average
No
Weekly
Apartment
343
1,165,803
48
Female
26,009
Married
4
PhD
Employed
31.176412
Suburban
Premium
0
8
388
7
2022-09-21 15:21:39.152732
Average
Yes
Weekly
Apartment
651
1,165,804
27
Male
1,539
Divorced
1
High School
Employed
33.72932
Suburban
Basic
1
10
559
9
2023-11-09 15:21:39.193945
Good
No
Daily
Apartment
282
1,165,805
54
Female
null
Divorced
4
Master's
Unemployed
23.892262
Suburban
Comprehensive
1
1
null
9
2023-11-02 15:21:39.286113
Average
Yes
Rarely
Condo
49
1,165,806
40
Female
39,120
Married
2
PhD
Employed
15.873191
Suburban
Comprehensive
1
7
648
2
2022-12-24 15:21:39.114118
Average
No
Daily
House
521
1,165,807
38
Female
2,315
Single
2
Bachelor's
Unemployed
null
Rural
Basic
0
16
587
6
2020-09-10 15:21:39.254678
null
Yes
Weekly
House
569
1,165,808
53
Female
38,669
Single
2
Bachelor's
null
25.974159
Rural
Premium
null
15
778
7
2024-01-05 15:21:39.235012
Poor
No
Monthly
House
1,157
1,165,809
31
Female
3,852
Married
2
Bachelor's
null
41.037436
Rural
Premium
0
17
null
9
2019-10-18 15:21:39.155231
null
No
Monthly
Condo
1,453
1,165,810
32
Male
8,586
Married
3
High School
Employed
21.840825
Rural
Comprehensive
1
8
null
1
2022-03-16 15:21:39.169102
null
No
Rarely
Apartment
942
1,165,811
50
Male
35,240
Divorced
3
High School
Self-Employed
18.749342
Urban
Basic
0
7
831
4
2020-07-19 15:21:39.155231
Good
No
Rarely
Apartment
596
1,165,812
57
Female
3,890
Single
2
High School
Employed
39.628216
Suburban
Basic
null
2
530
1
2024-07-26 15:21:39.208842
Good
No
Daily
Condo
2,196
1,165,813
36
Male
20,243
Married
2
Master's
Employed
14.594815
Rural
Comprehensive
0
5
561
7
2021-05-09 15:21:39.134960
Good
Yes
Monthly
Apartment
115
1,165,814
38
Female
24,547
Divorced
2
Master's
Self-Employed
7.939551
Urban
Comprehensive
null
6
826
3
2021-01-26 15:21:39.237118
Average
No
Rarely
Apartment
353
1,165,815
36
Female
5,871
Married
4
PhD
null
10.816132
Suburban
Comprehensive
1
3
726
5
2021-11-20 15:21:39.209847
Poor
Yes
Weekly
Condo
725
1,165,816
42
Male
43,925
Married
2
PhD
Employed
16.566876
Rural
Basic
0
19
null
5
2023-09-08 15:21:39.155231
Average
No
Monthly
Condo
612
1,165,817
31
Female
26,963
Married
2
Master's
Unemployed
44.671212
Urban
Comprehensive
null
3
632
2
2020-11-15 15:21:39.134960
Good
Yes
Monthly
Condo
1,365
1,165,818
28
Female
52,797
Divorced
0
High School
Unemployed
17.647785
Suburban
Premium
null
6
788
6
2023-02-10 15:21:39.085129
Poor
No
Rarely
House
248
1,165,819
53
Male
15,253
Married
4
High School
Unemployed
39.567718
Rural
Premium
1
1
738
2
2021-12-03 15:21:39.279729
Good
No
Monthly
Apartment
643
1,165,820
56
Female
121,499
Single
2
PhD
Employed
45.379917
Urban
Basic
3
10
743
9
2021-12-20 15:21:39.155231
Average
Yes
Rarely
House
382
1,165,821
36
Male
38,662
Divorced
0
High School
null
20.054835
Suburban
Premium
null
16
722
3
2021-12-22 15:21:39.147735
Poor
Yes
Monthly
Condo
1,023
1,165,822
63
Male
90,600
Married
3
High School
null
12.955822
Suburban
Premium
0
0
676
9
2019-11-26 15:21:39.172097
Average
No
Monthly
Apartment
2,230
1,165,823
54
Female
93,096
Married
1
Bachelor's
Self-Employed
23.581446
Rural
Premium
null
8
696
1
2020-05-16 15:21:39.252145
Good
No
Daily
Condo
375
1,165,824
38
Male
52,432
Single
4
PhD
Employed
31.483524
Rural
Premium
null
17
766
7
2021-12-26 15:21:39.254678
Good
No
Weekly
Condo
100
1,165,825
52
Female
10,131
Divorced
0
Bachelor's
Employed
23.236951
Urban
Comprehensive
2
10
null
6
2021-11-30 15:21:39.285112
Poor
No
Weekly
Apartment
582
1,165,826
29
Male
11,987
Married
0
Bachelor's
Unemployed
32.858019
Rural
Comprehensive
null
15
632
1
2019-08-28 15:21:39.252145
Good
No
Rarely
Apartment
559
1,165,827
44
Male
4,071
Married
4
High School
Employed
25.186862
Rural
Comprehensive
1
8
432
6
2023-06-12 15:21:39.270454
Poor
No
Monthly
Condo
698
1,165,828
45
Female
26,939
Married
4
Bachelor's
null
27.845006
Rural
Premium
1
11
null
2
2021-06-05 15:21:39.190215
Poor
Yes
Daily
Condo
2,770
1,165,829
31
Female
39,788
Single
1
Master's
Self-Employed
17.811504
Urban
Comprehensive
null
11
791
2
2020-07-30 15:21:39.134960
Poor
Yes
Weekly
Apartment
559
1,165,830
51
Male
5,508
Divorced
1
PhD
Self-Employed
29.297983
Urban
Basic
1
9
776
5
2020-03-06 15:21:39.281787
Good
No
Rarely
Condo
921
1,165,831
59
Female
29,473
Single
3
PhD
Unemployed
29.172699
Urban
Comprehensive
null
16
null
2
2023-02-06 15:21:39.224915
Good
Yes
Rarely
Apartment
2,814
1,165,832
31
Female
61,398
Divorced
4
Bachelor's
null
19.638
Urban
Premium
0
1
547
9
2023-08-01 15:21:39.244069
Average
Yes
Daily
House
241
1,165,833
null
Female
9,823
Married
0
High School
Self-Employed
26.71077
Rural
Comprehensive
1
12
358
1
2023-04-21 15:21:39.088124
Poor
Yes
Daily
Condo
2,486
1,165,834
49
Male
13,743
Single
2
High School
Self-Employed
25.849654
Suburban
Premium
null
4
662
5
2020-03-30 15:21:39.229482
Average
Yes
Rarely
Condo
2,087
1,165,835
19
Female
18,077
Married
null
High School
Employed
35.619475
Rural
Premium
null
9
null
5
2021-04-10 15:21:39.111551
Poor
Yes
Daily
House
1,447
1,165,836
25
Male
45,947
Single
2
Master's
Employed
29.719264
Urban
Comprehensive
0
10
340
8
2023-02-08 15:21:39.237118
Average
Yes
Daily
Condo
831
1,165,837
57
Male
1,851
Single
4
High School
Self-Employed
30.622359
Suburban
Premium
null
15
466
9
2020-05-01 15:21:39.204790
Average
No
Daily
Condo
1,630
1,165,838
49
Male
25,155
Single
0
PhD
Employed
14.965325
Rural
Basic
null
18
null
3
2023-12-03 15:21:39.143708
Poor
Yes
Weekly
House
1,041
1,165,839
26
Female
381
Divorced
0
Bachelor's
Unemployed
13.793835
Rural
Premium
1
1
713
2
2023-11-21 15:21:39.170099
Good
No
Weekly
Apartment
1,284
1,165,840
62
Female
1,411
Divorced
3
High School
Unemployed
null
Suburban
Comprehensive
0
2
585
4
2024-03-13 15:21:39.134960
Good
Yes
Daily
Apartment
615
1,165,841
28
Female
52,717
Single
4
Bachelor's
Employed
43.077111
Suburban
Premium
1
18
355
1
2023-03-09 15:21:39.106582
Poor
No
Daily
Condo
647
1,165,842
29
Male
43,744
Married
2
PhD
Self-Employed
19.510768
Suburban
Premium
null
5
707
2
2020-06-10 15:21:39.214388
Average
Yes
Weekly
Apartment
688
1,165,843
33
Female
9,645
Single
2
PhD
null
3.572874
Suburban
Comprehensive
0
14
817
4
2020-04-20 15:21:39.270454
Good
Yes
Rarely
Apartment
1,732
1,165,844
20
Female
103,339
Single
null
High School
Self-Employed
13.878933
Rural
Basic
0
3
388
4
2022-01-31 15:21:39.155231
Good
No
Rarely
House
823
1,165,845
63
Female
5,958
Single
0
Master's
Self-Employed
25.898015
Suburban
Premium
0
15
644
7
2022-02-06 15:21:39.155231
Poor
No
Rarely
Condo
1,257
1,165,846
52
Male
4,368
Single
2
Bachelor's
null
24.596869
Rural
Comprehensive
null
15
816
5
2019-10-25 15:21:39.282785
Poor
No
Rarely
House
3,819
1,165,847
40
Male
62,929
Married
2
PhD
Employed
42.763227
Rural
Basic
null
5
441
7
2024-06-02 15:21:39.202448
Good
No
Rarely
House
639
1,165,848
50
Female
25,780
Married
null
PhD
Unemployed
16.256817
Suburban
Basic
0
16
589
5
2020-02-28 15:21:39.231531
Poor
No
Weekly
House
203
1,165,849
45
Female
17,091
Married
null
Master's
Self-Employed
27.82689
Urban
Comprehensive
0
17
694
5
2021-11-06 15:21:39.237118
Poor
Yes
Weekly
House
1,788
1,165,850
24
Female
9,981
Single
3
Master's
Unemployed
null
Suburban
Comprehensive
1
14
459
5
2022-04-11 15:21:39.144722
Poor
No
Weekly
House
1,784
1,165,851
28
Female
16,123
Divorced
0
Master's
Employed
37.833929
Rural
Comprehensive
2
19
633
4
2022-10-23 15:21:39.206847
Poor
Yes
Weekly
House
1,099
1,165,852
46
Male
57,581
Single
0
PhD
Unemployed
19.076389
Rural
Comprehensive
1
16
447
6
2021-03-10 15:21:39.228521
Good
Yes
Daily
House
458
1,165,853
64
Male
16,888
Married
4
Master's
null
null
Rural
Basic
0
15
642
6
2023-08-13 15:21:39.219432
Poor
No
Rarely
House
728
1,165,854
61
Female
5,126
Married
null
PhD
Unemployed
18.908702
Urban
Basic
0
7
588
8
2023-05-11 15:21:39.085129
Average
No
Monthly
Condo
750
1,165,855
50
Male
923
Married
1
Master's
Self-Employed
44.822134
Suburban
Premium
0
13
730
5
2023-06-13 15:21:39.290098
Average
Yes
Daily
Apartment
2,084
1,165,856
54
Female
null
Divorced
1
Bachelor's
Self-Employed
24.958191
Suburban
Basic
4
17
372
8
2021-03-07 15:21:39.145732
Poor
No
Monthly
Condo
2,445
1,165,857
31
Female
null
Married
3
Master's
Employed
12.953657
Rural
Premium
0
9
369
9
2021-04-13 15:21:39.221386
Good
Yes
Monthly
Condo
2,326
1,165,858
37
Female
15,774
Single
1
PhD
null
15.056174
Rural
Comprehensive
null
1
845
2
2021-04-30 15:21:39.249100
Good
Yes
Weekly
Condo
723
1,165,859
49
Male
35,397
Married
2
Master's
Employed
26.135829
Urban
Basic
0
16
null
5
2021-07-22 15:21:39.104139
Good
No
Rarely
Condo
2,735
1,165,860
34
Male
1,258
Divorced
3
Bachelor's
Self-Employed
29.010553
Rural
Premium
1
3
467
8
2024-08-14 15:21:39.167099
Average
No
Daily
Apartment
394
1,165,861
42
Female
1,217
Single
1
Bachelor's
Unemployed
20.812922
Suburban
Premium
null
4
456
4
2021-02-24 15:21:39.096739
Good
No
Weekly
House
1,501
1,165,862
40
Male
29,061
Single
2
Bachelor's
Employed
null
Suburban
Premium
null
1
586
6
2020-01-18 15:21:39.155231
Average
Yes
Weekly
Apartment
531
1,165,863
36
Female
21,447
Married
0
PhD
Self-Employed
34.427799
Urban
Premium
0
12
672
2
2023-04-10 15:21:39.155231
Average
No
Monthly
House
562
1,165,864
28
Female
2,556
Single
null
High School
Unemployed
24.29578
Rural
Comprehensive
2
2
833
1
2021-11-22 15:21:39.175719
Poor
No
Weekly
Condo
917
1,165,865
54
Male
36,287
Single
3
PhD
Self-Employed
3.889562
Urban
Basic
0
13
801
9
2024-07-03 15:21:39.089116
Average
Yes
Weekly
House
540
1,165,866
22
Male
10,029
Married
null
PhD
Self-Employed
46.751585
Suburban
Basic
1
4
522
1
2021-10-02 15:21:39.197445
Poor
Yes
Weekly
Condo
802
1,165,867
60
Female
836
Single
2
Bachelor's
null
42.868103
Urban
Basic
4
14
578
2
2023-12-03 15:21:39.134960
Poor
Yes
Monthly
Apartment
821
1,165,868
50
Male
57,863
Single
2
Master's
Unemployed
51.293743
Rural
Basic
null
4
764
3
2024-04-03 15:21:39.181605
Average
Yes
Daily
Condo
2,108
1,165,869
54
Female
114,953
Divorced
0
PhD
Self-Employed
32.177049
Urban
Comprehensive
null
13
397
8
2022-11-20 15:21:39.134960
Good
No
Weekly
Condo
1,156
1,165,870
24
Male
44,633
Single
3
Bachelor's
Self-Employed
38.394967
Rural
Premium
null
2
782
5
2020-07-22 15:21:39.168099
Good
Yes
Rarely
Condo
40
1,165,871
62
Female
43,485
Single
4
Bachelor's
Employed
12.97919
Urban
Comprehensive
1
3
695
4
2020-04-16 15:21:39.237118
Good
Yes
Weekly
House
1,673
1,165,872
19
Female
10,189
Divorced
3
Master's
null
23.41884
Rural
Basic
null
8
441
5
2021-11-03 15:21:39.196387
Poor
No
Daily
Condo
674
1,165,873
32
Female
38,156
Divorced
2
High School
Unemployed
28.567993
Suburban
Basic
0
2
null
4
2024-01-11 15:21:39.254678
Average
No
Daily
Condo
130
1,165,874
35
Female
null
Divorced
1
High School
Employed
14.748537
Suburban
Premium
null
19
711
7
2023-10-20 15:21:39.237118
Good
Yes
Weekly
Apartment
197
1,165,875
19
Male
null
Single
1
Master's
Self-Employed
34.837157
Urban
Basic
null
10
699
7
2021-08-03 15:21:39.271453
null
Yes
Monthly
Apartment
34
1,165,876
28
Female
29,098
Married
1
Master's
Unemployed
21.937019
Suburban
Premium
0
18
634
8
2022-05-04 15:21:39.255696
Poor
Yes
Rarely
House
731
1,165,877
21
Male
15,388
Married
3
High School
null
26.717251
Urban
Comprehensive
3
10
719
1
2022-03-05 15:21:39.201446
Poor
Yes
Daily
Apartment
3,388
1,165,878
63
Male
6,945
Divorced
3
Master's
Unemployed
16.605947
Suburban
Basic
1
12
456
5
2022-04-28 15:21:39.177724
Good
Yes
Daily
House
801
1,165,879
54
Male
83,343
Married
0
Master's
Self-Employed
17.984956
Urban
Basic
1
15
445
1
2024-05-12 15:21:39.204790
Good
No
Monthly
Apartment
609
1,165,880
31
Male
39,898
Married
1
High School
null
11.729038
Urban
Comprehensive
0
5
783
9
2020-03-22 15:21:39.129190
Average
No
Daily
Apartment
398
1,165,881
34
Male
6,096
Divorced
0
High School
Unemployed
11.74626
Urban
Comprehensive
1
2
527
8
2020-08-26 15:21:39.223901
Good
Yes
Monthly
House
595
1,165,882
54
Male
7,831
Married
2
Bachelor's
null
10.676076
Rural
Basic
0
0
637
6
2020-05-29 15:21:39.247098
Poor
No
Weekly
Condo
526
1,165,883
27
Male
98,747
Single
4
High School
Self-Employed
36.158323
Rural
Basic
1
15
653
6
2019-09-12 15:21:39.151732
Average
Yes
Monthly
House
2,517
1,165,884
33
Female
80,136
Single
2
Master's
Employed
9.525914
Urban
Comprehensive
0
3
438
1
2021-02-25 15:21:39.272456
Good
No
Monthly
House
1,517
1,165,885
27
Female
12,982
Divorced
4
Master's
Self-Employed
27.270045
Suburban
Premium
null
0
798
4
2022-01-11 15:21:39.251142
null
No
Rarely
Condo
2,481
1,165,886
43
Female
19,002
Divorced
1
Bachelor's
null
35.596327
Suburban
Basic
1
17
741
3
2022-11-12 15:21:39.128286
Poor
No
Weekly
House
872
1,165,887
19
Female
60,056
Married
null
Master's
Employed
31.935364
Suburban
Premium
2
1
311
8
2024-05-11 15:21:39.206847
Good
Yes
Monthly
Condo
1,617
1,165,888
43
Male
null
Married
0
PhD
null
11.936293
Rural
Premium
null
4
788
2
2023-05-31 15:21:39.155231
Average
No
Rarely
House
305
1,165,889
24
Male
58,844
Single
3
High School
Employed
13.979532
Urban
Premium
3
6
740
7
2024-01-04 15:21:39.098696
Good
Yes
Weekly
House
202
1,165,890
64
Male
34,403
Divorced
3
Master's
Self-Employed
10.87878
Urban
Basic
null
11
835
4
2019-09-15 15:21:39.264504
Poor
No
Daily
Condo
1,439
1,165,891
55
Male
3,461
Single
1
Bachelor's
Unemployed
37.0372
Urban
Comprehensive
null
19
602
4
2023-06-28 15:21:39.206847
Average
No
Daily
Apartment
28
1,165,892
36
Female
44,604
Single
1
High School
Employed
25.5779
Rural
Basic
null
2
552
3
2019-08-30 15:21:39.191219
Good
Yes
Monthly
Apartment
348
1,165,893
32
Male
9,287
Married
0
PhD
Employed
31.684569
Rural
Comprehensive
1
10
609
4
2022-12-04 15:21:39.098696
Average
Yes
Weekly
Apartment
834
1,165,894
36
Female
26,861
Married
2
High School
Self-Employed
18.160302
Urban
Premium
null
12
754
9
2021-08-15 15:21:39.173834
Average
Yes
Monthly
House
1,103
1,165,895
22
Female
71,077
Single
1
Master's
Employed
13.460599
Urban
Basic
2
6
496
5
2022-04-02 15:21:39.198406
null
No
Daily
Apartment
861
1,165,896
43
Female
38,803
Single
3
Bachelor's
null
21.492729
Urban
Basic
3
10
607
4
2023-04-30 15:21:39.134960
Good
No
Monthly
Condo
1,740
1,165,897
30
Male
143,926
Divorced
2
High School
Self-Employed
35.293945
Suburban
Basic
0
16
398
2
2023-07-19 15:21:39.182597
Average
Yes
Monthly
House
705
1,165,898
40
Male
36,231
Married
null
High School
null
32.25868
Urban
Comprehensive
1
7
842
9
2024-08-11 15:21:39.222387
Average
No
Rarely
Condo
1,169
1,165,899
20
Male
28,401
Married
4
Master's
Employed
50.95958
Rural
Comprehensive
null
0
523
7
2023-01-07 15:21:39.251142
Average
No
Weekly
House
951