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
1,185,800
29
Female
30,911
Divorced
4
PhD
Employed
null
Suburban
Basic
1
19
639
3
2023-09-24 15:21:39.094752
Average
No
Rarely
House
1,190
1,185,801
53
Male
110,491
Divorced
2
Bachelor's
Self-Employed
27.947772
Urban
Premium
null
11
null
6
2021-02-06 15:21:39.250151
Good
Yes
Monthly
Apartment
311
1,185,802
27
Female
10,094
null
3
PhD
null
17.722957
Suburban
Comprehensive
1
5
585
6
2022-12-27 15:21:39.288099
Poor
No
Rarely
Condo
1,421
1,185,803
20
Male
17,227
Divorced
2
Master's
null
16.937646
Rural
Basic
null
10
748
5
2020-08-21 15:21:39.228521
Poor
Yes
Daily
House
749
1,185,804
44
Female
90,621
Married
1
High School
Self-Employed
14.6798
Rural
Premium
1
15
459
5
2020-06-27 15:21:39.191219
null
No
Weekly
Apartment
945
1,185,805
59
Female
74,584
Divorced
1
High School
null
19.556956
Rural
Premium
1
9
374
1
2024-08-06 15:21:39.116179
Average
Yes
Monthly
House
973
1,185,806
59
Male
76,653
null
2
Bachelor's
null
23.170183
Urban
Comprehensive
null
5
796
4
2021-07-02 15:21:39.237118
Poor
Yes
Daily
House
2,040
1,185,807
38
Male
7,833
Divorced
1
High School
Self-Employed
15.816389
Rural
Comprehensive
1
18
735
4
2021-04-21 15:21:39.167099
Average
No
Rarely
House
536
1,185,808
53
Male
2,188
Single
4
High School
null
51.052914
Suburban
Comprehensive
null
8
488
9
2022-11-21 15:21:39.274993
Poor
Yes
Weekly
Condo
2,128
1,185,809
23
Female
30,779
Single
0
Master's
Unemployed
29.247036
Rural
Basic
0
11
653
7
2020-10-24 15:21:39.279729
Poor
Yes
Daily
House
916
1,185,810
49
Male
35
Married
null
PhD
Self-Employed
10.964486
Suburban
Basic
null
9
674
7
2021-04-03 15:21:39.134960
Poor
Yes
Daily
House
832
1,185,811
32
Female
38,706
Single
4
Master's
Self-Employed
4.639365
Urban
Comprehensive
null
12
648
1
2024-07-26 15:21:39.182597
Good
No
Monthly
Apartment
511
1,185,812
19
Female
null
Single
0
Bachelor's
null
30.839239
Suburban
Comprehensive
1
6
714
1
2020-11-06 15:21:39.155231
Good
Yes
Rarely
Apartment
327
1,185,813
37
Male
19,932
Divorced
4
Master's
Employed
33.176301
Suburban
Premium
1
5
null
9
2022-01-19 15:21:39.232526
Good
Yes
Monthly
Condo
846
1,185,814
20
Female
102,514
Single
null
PhD
null
23.402703
Rural
Basic
null
15
313
7
2019-10-06 15:21:39.134960
Average
Yes
Weekly
Condo
2,188
1,185,815
18
Female
23,100
Divorced
0
Master's
null
33.283898
Urban
Premium
0
8
615
1
2023-05-01 15:21:39.146733
Average
Yes
Rarely
House
2,130
1,185,816
23
Female
8,079
Single
2
Master's
Unemployed
11.622105
Urban
Basic
1
8
441
3
2021-07-17 15:21:39.134960
Poor
Yes
Weekly
House
154
1,185,817
37
Male
15,987
Married
1
PhD
null
25.622794
Urban
Premium
1
8
null
9
2021-03-07 15:21:39.134960
Poor
No
Weekly
Condo
45
1,185,818
51
Female
1,449
Divorced
4
High School
Self-Employed
32.826436
Suburban
Premium
2
17
504
2
2020-06-29 15:21:39.151732
Poor
Yes
Weekly
House
49
1,185,819
22
Male
20,997
Married
null
Master's
null
21.634231
Suburban
Premium
0
7
728
6
2020-06-29 15:21:39.115178
Poor
Yes
Monthly
Condo
1,801
1,185,820
50
Male
null
Divorced
null
Bachelor's
Self-Employed
null
Urban
Basic
0
2
731
4
2024-05-31 15:21:39.190215
Poor
Yes
Weekly
Condo
393
1,185,821
50
Male
5,094
Divorced
1
Bachelor's
Employed
47.737321
Urban
Basic
1
4
null
3
2022-07-10 15:21:39.134960
null
Yes
Weekly
Apartment
692
1,185,822
44
Female
11,564
Divorced
2
High School
null
25.674827
Rural
Comprehensive
1
1
383
4
2020-04-21 15:21:39.231531
Poor
No
Daily
House
1,233
1,185,823
33
Female
2,623
Single
3
High School
Employed
29.480104
Urban
Basic
1
5
454
2
2024-05-12 15:21:39.155231
Average
Yes
Weekly
House
1,832
1,185,824
43
Male
79,085
Single
1
High School
Self-Employed
36.067666
Urban
Premium
0
19
734
8
2022-10-08 15:21:39.197445
Average
Yes
Weekly
Condo
226
1,185,825
43
Male
120,943
Divorced
0
Master's
Employed
null
Suburban
Basic
1
12
506
7
2020-06-18 15:21:39.102694
Average
Yes
Weekly
Condo
1,218
1,185,826
51
Female
1,459
Single
3
PhD
Employed
51.596471
Urban
Comprehensive
1
8
484
8
2020-05-19 15:21:39.285112
Poor
No
Daily
Condo
755
1,185,827
34
Male
43,611
Divorced
3
PhD
null
26.869672
Urban
Comprehensive
1
18
517
2
2022-10-11 15:21:39.103944
Average
No
Weekly
Condo
1,256
1,185,828
45
Male
10,153
Married
2
Master's
Employed
9.479543
Urban
Basic
0
8
683
4
2022-04-16 15:21:39.126661
Good
No
Rarely
Condo
997
1,185,829
24
Female
66,792
Married
0
High School
null
26.926508
Rural
Comprehensive
0
3
845
6
2021-03-27 15:21:39.134960
Poor
No
Daily
Apartment
101
1,185,830
47
Female
16,054
Married
1
High School
Employed
10.937241
Rural
Premium
0
3
584
4
2024-05-13 15:21:39.126661
Good
Yes
Monthly
House
710
1,185,831
24
Male
28,082
Married
null
High School
Self-Employed
42.697525
Urban
Premium
1
11
635
1
2022-04-22 15:21:39.104139
Average
Yes
Weekly
Apartment
1,261
1,185,832
62
Female
20,981
Single
0
High School
Self-Employed
15.723626
Suburban
Premium
0
9
682
6
2020-01-01 15:21:39.273973
Average
Yes
Weekly
Condo
1,198
1,185,833
54
Female
39,766
Married
0
PhD
Unemployed
4.099748
Urban
Premium
null
16
801
5
2019-12-02 15:21:39.246098
Average
Yes
Rarely
Condo
4,065
1,185,834
19
Male
18,092
Single
3
High School
null
29.06091
Urban
Basic
0
15
725
1
2023-01-11 15:21:39.236064
Good
Yes
Rarely
Condo
830
1,185,835
60
Male
null
Married
null
PhD
null
14.181519
Urban
Comprehensive
3
5
720
2
2024-02-13 15:21:39.268507
null
Yes
Weekly
House
112
1,185,836
51
Female
567
Single
3
PhD
Self-Employed
13.619238
Rural
Premium
2
9
696
3
2022-02-20 15:21:39.126661
Good
Yes
Daily
Condo
1,569
1,185,837
51
Female
41,467
Married
3
Master's
Employed
24.629877
Rural
Comprehensive
0
14
725
4
2022-02-20 15:21:39.134960
Good
No
Monthly
House
28
1,185,838
46
Female
47,317
Divorced
4
High School
Employed
43.537765
Suburban
Comprehensive
0
3
505
9
2021-11-05 15:21:39.177724
Average
No
Monthly
Condo
64
1,185,839
28
Male
26,430
Divorced
3
High School
null
46.236213
Rural
Comprehensive
2
16
783
9
2020-12-24 15:21:39.182597
Average
No
Daily
House
195
1,185,840
36
Female
2,474
Divorced
1
Bachelor's
Unemployed
47.796835
Rural
Comprehensive
null
4
648
8
2019-10-16 15:21:39.097737
Poor
Yes
Daily
Apartment
942
1,185,841
45
Female
17,663
Single
3
Master's
Self-Employed
34.785901
Urban
Basic
null
1
605
8
2021-12-30 15:21:39.084065
Good
Yes
Daily
Condo
1,334
1,185,842
43
Male
81,839
Single
1
High School
Employed
47.947237
Rural
Premium
1
3
444
7
2020-12-29 15:21:39.180553
Good
Yes
Monthly
Condo
1,363
1,185,843
40
Male
26,625
Divorced
4
Master's
null
27.877955
Suburban
Comprehensive
null
10
402
6
2020-07-12 15:21:39.092127
Good
No
Monthly
Condo
469
1,185,844
28
Male
3,729
Single
0
Master's
Self-Employed
16.520188
Rural
Premium
null
1
404
4
2021-05-09 15:21:39.134960
Average
Yes
Rarely
Apartment
3,021
1,185,845
50
Male
15,459
Divorced
3
Master's
null
47.613849
Suburban
Basic
null
16
442
7
2020-01-28 15:21:39.150730
Average
No
Weekly
House
1,368
1,185,846
35
Female
null
Single
2
PhD
Employed
27.785895
Rural
Basic
1
0
407
9
2022-06-16 15:21:39.097737
Average
Yes
Monthly
House
790
1,185,847
30
Male
24,094
Married
0
High School
Employed
27.813847
Urban
Comprehensive
1
17
730
8
2019-09-08 15:21:39.252145
Average
Yes
Monthly
Apartment
1,540
1,185,848
41
Male
44,249
Divorced
2
Master's
null
29.055566
Suburban
Comprehensive
3
1
792
7
2020-04-30 15:21:39.257696
Poor
Yes
Rarely
House
496
1,185,849
29
Female
29,125
Married
null
Master's
null
30.064654
Suburban
Comprehensive
null
13
743
7
2023-12-06 15:21:39.092127
Average
No
Weekly
House
268
1,185,850
29
Female
11,035
Single
4
High School
null
11.082482
Urban
Premium
null
9
null
9
2019-10-02 15:21:39.166062
Good
Yes
Weekly
House
1,354
1,185,851
42
Male
71,470
Married
null
PhD
Employed
null
Urban
Basic
1
3
731
6
2024-05-28 15:21:39.264504
Poor
Yes
Daily
Condo
391
1,185,852
19
Male
2,389
Married
3
PhD
null
10.381637
Suburban
Comprehensive
0
19
613
7
2023-03-02 15:21:39.281787
Poor
No
Daily
Condo
28
1,185,853
24
Female
38,221
Divorced
3
PhD
Self-Employed
16.933471
Urban
Premium
null
18
573
9
2021-01-02 15:21:39.096739
Poor
No
Rarely
Condo
420
1,185,854
21
Female
607
Divorced
1
Bachelor's
null
14.055939
Urban
Comprehensive
1
6
648
5
2023-01-21 15:21:39.289099
Good
No
Weekly
Apartment
219
1,185,855
53
Male
69,623
Married
null
Bachelor's
Employed
40.278081
Rural
Premium
2
16
438
2
2023-11-03 15:21:39.247098
Poor
Yes
Monthly
Condo
1,368
1,185,856
49
Male
45,320
Divorced
1
PhD
Unemployed
23.695868
Rural
Premium
0
11
498
2
2023-10-02 15:21:39.237118
Poor
No
Weekly
Condo
1,497
1,185,857
18
Male
95,420
Single
4
Bachelor's
Unemployed
16.990324
Suburban
Premium
0
7
391
5
2020-01-03 15:21:39.121169
Good
No
Weekly
Condo
705
1,185,858
54
Female
9,084
Married
1
PhD
Self-Employed
22.397739
Urban
Premium
2
12
572
6
2022-11-06 15:21:39.190215
Good
Yes
Monthly
House
774
1,185,859
48
Male
65,074
Single
null
Bachelor's
null
7.057701
Rural
Premium
0
1
562
1
2023-11-30 15:21:39.134960
Average
No
Weekly
Apartment
390
1,185,860
31
Male
97,583
Single
0
PhD
Unemployed
9.723845
Rural
Comprehensive
null
14
307
7
2021-02-25 15:21:39.081504
Average
No
Daily
Condo
1,853
1,185,861
33
Female
1,184
Married
1
Bachelor's
Employed
24.099112
Rural
Basic
2
3
null
4
2023-07-27 15:21:39.256696
Good
No
Rarely
Condo
588
1,185,862
19
Male
1,448
Married
1
PhD
Employed
35.564795
Urban
Basic
2
5
632
6
2020-12-25 15:21:39.134960
Poor
Yes
Weekly
House
692
1,185,863
25
Male
1,338
Divorced
null
High School
Employed
36.711713
Rural
Basic
3
1
533
4
2021-06-01 15:21:39.121169
Good
No
Monthly
Condo
1,356
1,185,864
49
Male
17,663
Single
0
High School
Self-Employed
3.366867
Urban
Premium
0
14
734
2
2020-03-09 15:21:39.289099
null
No
Weekly
Apartment
1,175
1,185,865
44
Male
18,059
Married
1
Bachelor's
Employed
15.926421
Urban
Basic
0
15
516
6
2024-04-23 15:21:39.237118
Average
Yes
Daily
House
2,096
1,185,866
41
Female
28,829
Divorced
3
High School
Unemployed
31.868271
Rural
Comprehensive
0
16
null
9
2021-07-07 15:21:39.188220
Poor
Yes
Daily
Apartment
649
1,185,867
50
Male
38,963
Single
0
PhD
null
38.834187
Urban
Comprehensive
0
0
602
1
2024-07-21 15:21:39.205850
Average
No
Monthly
House
619
1,185,868
59
Male
18,054
Single
3
PhD
Self-Employed
20.822983
Urban
Basic
null
2
785
1
2019-12-30 15:21:39.186212
Good
No
Weekly
House
588
1,185,869
57
Female
18,058
Single
0
Master's
Self-Employed
null
Rural
Premium
0
7
null
9
2020-05-27 15:21:39.134960
Good
Yes
Daily
Apartment
710
1,185,870
43
Male
7,723
Married
3
PhD
Unemployed
16.811181
Rural
Basic
2
2
null
6
2022-11-10 15:21:39.247098
Good
Yes
Monthly
House
27
1,185,871
59
Female
35,138
Single
0
Bachelor's
null
38.869354
Rural
Premium
2
13
580
1
2023-09-22 15:21:39.085129
Poor
No
Weekly
Apartment
1,000
1,185,872
30
Female
40,777
Single
4
Master's
Unemployed
39.565469
Suburban
Premium
0
19
725
2
2021-09-25 15:21:39.192212
Poor
Yes
Monthly
Condo
889
1,185,873
50
Female
66,443
Married
null
High School
Self-Employed
25.870529
Suburban
Comprehensive
0
8
489
9
2022-08-15 15:21:39.167099
Poor
Yes
Rarely
House
2,468
1,185,874
51
Female
3,724
Divorced
0
PhD
Employed
51.569375
Suburban
Comprehensive
null
18
591
2
2021-10-15 15:21:39.237118
Average
Yes
Daily
Apartment
2,102
1,185,875
59
Male
2,033
Divorced
2
Bachelor's
Employed
31.082615
Urban
Basic
null
10
835
4
2020-11-25 15:21:39.253660
Average
Yes
Monthly
House
66
1,185,876
49
Male
2,979
Married
2
PhD
Employed
38.635577
Rural
Basic
2
15
587
4
2023-03-16 15:21:39.132191
Poor
No
Daily
House
925
1,185,877
63
Female
27,193
Divorced
1
High School
Employed
24.038166
Suburban
Comprehensive
2
11
832
3
2019-09-03 15:21:39.207847
Average
No
Daily
House
669
1,185,878
38
Female
958
Single
1
PhD
Self-Employed
7.04585
Rural
Premium
0
0
612
9
2019-08-27 15:21:39.115178
Good
No
Monthly
Condo
3,136
1,185,879
35
Female
63,553
Divorced
4
Bachelor's
null
4.923153
Rural
Basic
null
5
395
3
2023-02-15 15:21:39.254678
Average
No
Weekly
House
3,323
1,185,880
35
Male
38,133
Married
3
Bachelor's
Employed
8.684543
Urban
Comprehensive
1
1
717
4
2022-09-21 15:21:39.281787
null
Yes
Monthly
House
2,196
1,185,881
19
Female
26,369
Married
2
High School
Self-Employed
12.433335
Urban
Comprehensive
1
6
671
1
2022-02-16 15:21:39.252145
Average
Yes
Weekly
Apartment
1,020
1,185,882
43
Female
26,200
Divorced
4
Master's
Self-Employed
21.907973
Urban
Basic
0
11
725
5
2024-04-24 15:21:39.134960
Average
Yes
Monthly
Apartment
1,091
1,185,883
46
Female
67,829
Divorced
1
PhD
Self-Employed
26.936562
Urban
Comprehensive
null
19
null
3
2021-02-18 15:21:39.155231
Average
No
Rarely
House
306
1,185,884
20
Male
1,523
Married
4
Master's
null
21.496447
Urban
Comprehensive
3
11
391
9
2021-05-27 15:21:39.132191
Poor
No
Rarely
Apartment
785
1,185,885
53
Male
7,087
Single
3
Bachelor's
Self-Employed
16.486968
Suburban
Premium
1
0
null
8
2021-06-07 15:21:39.134960
Average
Yes
Monthly
Apartment
581
1,185,886
60
Male
5,936
Single
4
High School
Employed
22.512931
Suburban
Basic
0
6
653
4
2020-04-25 15:21:39.198406
Good
No
Weekly
Apartment
380
1,185,887
58
Female
37,393
Married
2
Master's
Self-Employed
38.097388
Urban
Premium
1
1
522
2
2024-05-02 15:21:39.177724
Good
No
Weekly
House
535
1,185,888
62
Male
41,008
Divorced
4
High School
null
43.160597
Rural
Basic
0
2
461
8
2024-01-24 15:21:39.218388
Average
No
Monthly
House
473
1,185,889
null
Female
35,211
Married
1
High School
Unemployed
44.54853
Urban
Premium
null
7
342
7
2023-10-15 15:21:39.134960
Good
No
Daily
Condo
562
1,185,890
20
Male
30,292
Divorced
0
PhD
Unemployed
29.614769
Suburban
Comprehensive
null
13
543
5
2024-07-29 15:21:39.152732
Poor
Yes
Daily
Condo
1,875
1,185,891
53
Male
17,131
Single
4
PhD
Employed
27.726137
Urban
Premium
null
1
835
6
2020-02-09 15:21:39.211806
null
No
Daily
House
891
1,185,892
35
Male
80,166
Single
null
PhD
Unemployed
13.913157
Urban
Basic
null
18
358
4
2022-08-20 15:21:39.167099
Good
No
Monthly
Apartment
1,776
1,185,893
39
Female
29,042
Single
0
PhD
null
39.272414
Rural
Comprehensive
0
12
825
8
2023-03-19 15:21:39.155231
Average
No
Monthly
Condo
1,211
1,185,894
60
Male
28,863
Single
2
Bachelor's
Self-Employed
8.932259
Suburban
Premium
1
0
837
3
2019-12-10 15:21:39.164044
Average
Yes
Weekly
Apartment
28
1,185,895
36
Female
10,008
Married
4
Bachelor's
null
35.724534
Suburban
Basic
1
3
515
9
2020-10-07 15:21:39.086123
Average
Yes
Monthly
House
334
1,185,896
37
Female
15,774
Divorced
2
High School
null
10.803645
Rural
Premium
3
8
null
9
2023-06-24 15:21:39.254678
Good
Yes
Rarely
House
3,027
1,185,897
57
Female
25,287
Divorced
3
Master's
null
42.281335
Rural
Basic
0
8
775
6
2024-02-29 15:21:39.079128
Average
Yes
Rarely
House
1,826
1,185,898
23
Female
27,891
Single
2
Master's
Employed
23.380112
Suburban
Premium
3
4
392
1
2021-01-20 15:21:39.092127
Poor
Yes
Daily
House
1,368
1,185,899
23
Female
17,992
Divorced
0
High School
Self-Employed
24.739894
Urban
Comprehensive
null
18
607
7
2024-06-20 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,302