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
1,191,600
31
Female
23,258
Divorced
2
High School
Self-Employed
36.789985
Suburban
Premium
2
16
560
8
2020-03-25 15:21:39.254678
Poor
Yes
Weekly
Apartment
3,051
1,191,601
30
Female
728
Single
0
Master's
Unemployed
5.096336
Suburban
Basic
2
19
570
8
2024-03-09 15:21:39.152732
Poor
Yes
Monthly
House
235
1,191,602
56
Male
15,921
Married
0
High School
Self-Employed
15.977375
Suburban
Basic
1
14
644
9
2024-01-24 15:21:39.248098
Poor
Yes
Weekly
Condo
152
1,191,603
21
Female
44,193
Married
1
Master's
Self-Employed
14.846556
Suburban
Basic
null
1
307
3
2022-07-03 15:21:39.079128
Poor
Yes
Monthly
Condo
2,126
1,191,604
36
Male
11,588
Married
2
Master's
Unemployed
23.685745
Urban
Basic
null
15
734
8
2020-08-07 15:21:39.117183
Good
Yes
Rarely
House
2,169
1,191,605
43
Female
9,367
Single
0
Master's
Unemployed
11.919118
Rural
Comprehensive
1
13
null
7
2022-08-07 15:21:39.155231
Good
No
Monthly
Apartment
3,352
1,191,606
23
Male
25,365
Divorced
0
Bachelor's
Self-Employed
42.673945
Rural
Premium
0
14
null
9
2020-06-09 15:21:39.128286
null
Yes
Rarely
Apartment
1,230
1,191,607
null
Female
119,819
Married
3
High School
Self-Employed
33.369863
Suburban
Basic
1
15
324
8
2022-11-17 15:21:39.147735
null
Yes
Daily
Apartment
605
1,191,608
46
Female
17,093
Divorced
3
High School
null
null
Rural
Premium
2
3
523
6
2024-06-17 15:21:39.134960
Good
Yes
Daily
Apartment
725
1,191,609
46
Male
104,370
Single
4
High School
Self-Employed
22.814209
Rural
Premium
null
10
584
8
2023-06-01 15:21:39.180553
Good
No
Weekly
Condo
244
1,191,610
61
Female
949
Single
0
Master's
null
50.14743
Urban
Comprehensive
0
2
627
1
2021-10-19 15:21:39.086123
Poor
Yes
Daily
Condo
2,028
1,191,611
37
Female
8,876
Divorced
4
High School
Unemployed
4.814991
Suburban
Comprehensive
null
19
828
4
2022-11-22 15:21:39.222387
Good
Yes
Weekly
House
88
1,191,612
33
Female
123,825
Married
0
High School
Unemployed
24.527606
Urban
Comprehensive
1
1
417
9
2021-09-29 15:21:39.246098
Good
No
Daily
Apartment
1,562
1,191,613
22
Male
26,984
Single
3
Bachelor's
Self-Employed
23.065207
Suburban
Basic
null
17
696
1
2020-02-27 15:21:39.176717
Average
Yes
Weekly
Condo
1,204
1,191,614
57
Female
34,025
Divorced
4
Master's
Employed
44.019351
Urban
Premium
null
13
null
6
2024-05-10 15:21:39.194829
Poor
Yes
Monthly
House
442
1,191,615
48
Male
56,821
Single
null
PhD
Employed
14.965103
Suburban
Comprehensive
1
12
591
9
2021-09-02 15:21:39.237118
Average
No
Daily
Apartment
96
1,191,616
59
Female
53,367
Single
1
Master's
Unemployed
15.839003
Urban
Premium
null
19
401
5
2021-02-17 15:21:39.185215
Average
No
Daily
Condo
1,383
1,191,617
53
Male
43,850
Divorced
1
Bachelor's
null
39.749491
Urban
Premium
1
0
677
7
2023-05-27 15:21:39.151732
Average
Yes
Rarely
Apartment
591
1,191,618
null
Female
16,051
Married
2
Bachelor's
Self-Employed
28.754049
Rural
Comprehensive
null
9
706
6
2024-01-08 15:21:39.120168
Average
No
Rarely
Apartment
1,166
1,191,619
63
Male
null
Divorced
3
PhD
Unemployed
2.737433
Rural
Comprehensive
1
0
762
6
2022-12-01 15:21:39.209847
Good
Yes
Monthly
Condo
2,436
1,191,620
32
Male
5,817
Divorced
4
Master's
Employed
31.907842
Suburban
Basic
0
9
null
1
2022-06-06 15:21:39.219432
Good
Yes
Weekly
Condo
478
1,191,621
31
Male
3,872
Single
4
Master's
Unemployed
20.913902
Urban
Premium
0
8
730
9
2021-05-28 15:21:39.155231
Good
Yes
Monthly
Condo
2,562
1,191,622
41
Male
43,820
Single
1
Master's
Unemployed
40.748745
Rural
Premium
1
8
493
7
2021-01-10 15:21:39.237118
Average
Yes
Rarely
Apartment
1,121
1,191,623
60
Male
13,040
Divorced
3
PhD
Unemployed
17.251313
Rural
Premium
null
3
584
3
2023-12-30 15:21:39.237118
Good
Yes
Daily
Apartment
1,253
1,191,624
38
Female
34,405
Married
4
Master's
Employed
31.171512
Urban
Basic
null
13
531
9
2019-11-30 15:21:39.092127
Good
Yes
Rarely
Condo
459
1,191,625
52
Female
65,564
Divorced
4
PhD
Unemployed
17.552434
Suburban
Comprehensive
null
13
516
1
2023-06-29 15:21:39.150730
Average
No
Weekly
Condo
280
1,191,626
27
Male
25,168
Divorced
1
Master's
Employed
9.14952
Rural
Premium
1
6
757
5
2022-03-16 15:21:39.152732
Average
Yes
Monthly
Apartment
489
1,191,627
24
Female
24,996
Married
0
Bachelor's
Unemployed
31.452278
Urban
Comprehensive
null
1
849
5
2022-05-21 15:21:39.091080
Poor
Yes
Daily
House
463
1,191,628
40
Male
40,114
Divorced
3
High School
Unemployed
33.580041
Rural
Comprehensive
2
9
810
2
2023-02-08 15:21:39.214388
Poor
No
Daily
Condo
360
1,191,629
56
Male
4,510
Married
2
Master's
Self-Employed
13.394034
Rural
Premium
0
14
746
1
2020-06-07 15:21:39.106582
Poor
Yes
Monthly
House
2,558
1,191,630
40
Male
3,679
Divorced
3
Master's
Employed
39.686037
Rural
Comprehensive
1
0
614
8
2024-04-19 15:21:39.094752
null
Yes
Monthly
House
508
1,191,631
55
Female
40,836
Married
3
Bachelor's
Employed
13.652752
Urban
Basic
1
16
521
7
2019-09-21 15:21:39.097737
Good
Yes
Rarely
Apartment
881
1,191,632
46
Female
15,884
Divorced
2
Bachelor's
Employed
34.981936
Suburban
Comprehensive
null
14
629
8
2022-11-07 15:21:39.201446
Poor
Yes
Weekly
Condo
1,702
1,191,633
27
Male
60,795
Single
3
PhD
Self-Employed
null
Rural
Premium
null
1
730
2
2024-06-08 15:21:39.094752
Average
No
Monthly
Apartment
3,646
1,191,634
59
Male
9,071
Single
2
High School
Employed
27.769133
Urban
Comprehensive
0
8
null
7
2024-03-07 15:21:39.134960
Average
No
Monthly
House
773
1,191,635
26
Male
52,706
Married
3
Bachelor's
null
null
Rural
Premium
3
18
466
1
2022-09-24 15:21:39.079128
Poor
No
Weekly
Condo
1,431
1,191,636
24
Male
105,955
Single
4
PhD
Unemployed
16.308638
Suburban
Basic
1
7
788
7
2022-11-15 15:21:39.087123
null
No
Daily
House
2,091
1,191,637
31
Female
20,276
Married
4
Bachelor's
null
33.603874
Urban
Basic
0
10
552
3
2024-07-12 15:21:39.145732
Good
Yes
Rarely
House
1,590
1,191,638
63
Male
109,341
Married
0
High School
Self-Employed
11.052999
Urban
Basic
0
0
768
5
2021-08-30 15:21:39.105192
Average
Yes
Monthly
Apartment
370
1,191,639
55
Male
44,946
Divorced
1
Bachelor's
Employed
35.882738
Urban
Comprehensive
null
2
null
7
2021-01-23 15:21:39.253660
Average
Yes
Daily
Condo
491
1,191,640
34
Male
26,961
Married
3
High School
Unemployed
15.547457
Urban
Premium
0
19
526
6
2022-07-13 15:21:39.245086
Good
Yes
Monthly
Apartment
294
1,191,641
59
Female
32,590
Married
2
PhD
null
21.317602
Rural
Basic
0
0
713
5
2023-12-12 15:21:39.237118
Good
Yes
Weekly
House
325
1,191,642
51
Female
18,031
Divorced
2
High School
Employed
13.926137
Rural
Premium
3
9
null
1
2020-05-08 15:21:39.134960
Poor
Yes
Weekly
House
1,042
1,191,643
35
Female
25,252
Divorced
4
Master's
Employed
24.782965
Rural
Comprehensive
5
3
null
2
2023-09-11 15:21:39.155231
Average
No
Weekly
House
1,205
1,191,644
47
Female
1,557
Divorced
0
High School
Unemployed
44.791746
Rural
Comprehensive
1
6
null
3
2022-12-29 15:21:39.237118
Good
Yes
Rarely
Condo
2,071
1,191,645
37
Male
143,592
Single
0
Bachelor's
Unemployed
null
Urban
Premium
null
10
751
8
2022-05-30 15:21:39.116179
null
No
Weekly
Apartment
734
1,191,646
60
Male
17,305
Married
1
High School
null
26.017331
Suburban
Premium
2
19
811
7
2020-10-05 15:21:39.207847
Average
Yes
Daily
House
873
1,191,647
52
Male
17,451
Divorced
2
PhD
null
25.932133
Urban
Basic
1
14
531
8
2021-02-03 15:21:39.206847
Poor
No
Rarely
Condo
513
1,191,648
31
Male
2,389
Divorced
1
PhD
null
47.447619
Urban
Comprehensive
2
8
558
3
2021-04-23 15:21:39.146733
Poor
No
Monthly
Condo
1,297
1,191,649
23
Male
2,642
Married
4
Bachelor's
Self-Employed
29.734978
Urban
Comprehensive
null
8
390
1
2021-04-05 15:21:39.231531
Average
No
Daily
Condo
1,068
1,191,650
29
Female
18,671
Divorced
4
Bachelor's
Self-Employed
26.028749
Urban
Basic
0
19
711
8
2021-08-23 15:21:39.249100
Average
No
Monthly
Condo
772
1,191,651
51
Female
null
Single
4
PhD
Self-Employed
9.868773
Suburban
Comprehensive
null
19
628
8
2022-12-25 15:21:39.237118
Good
Yes
Daily
Condo
173
1,191,652
59
Male
49,087
Divorced
2
Master's
Self-Employed
49.165867
Suburban
Premium
1
3
454
7
2021-02-05 15:21:39.087123
Average
No
Weekly
Condo
447
1,191,653
29
Male
9,084
Single
2
High School
Employed
28.442026
Rural
Comprehensive
0
19
615
9
2020-09-15 15:21:39.121169
Good
Yes
Monthly
House
736
1,191,654
35
Female
11,051
Single
2
PhD
Unemployed
15.395624
Suburban
Basic
0
14
null
3
2024-03-07 15:21:39.115178
Good
Yes
Monthly
Condo
3,301
1,191,655
38
Male
40,532
Married
null
Master's
Employed
24.992467
Suburban
Basic
0
9
815
5
2019-10-07 15:21:39.206847
Average
No
Daily
House
405
1,191,656
30
Female
22,029
Divorced
1
Master's
Self-Employed
23.696626
Suburban
Comprehensive
2
14
598
4
2023-05-27 15:21:39.261856
Good
No
Rarely
House
166
1,191,657
30
Female
13,084
Married
null
High School
null
3.522869
Urban
Comprehensive
null
13
739
8
2023-01-08 15:21:39.271453
Average
Yes
Weekly
Apartment
1,022
1,191,658
27
Male
null
Single
4
Master's
Employed
28.854164
Rural
Comprehensive
0
6
394
9
2021-07-03 15:21:39.080440
Good
No
Weekly
House
1,805
1,191,659
45
Female
52,850
Divorced
3
Bachelor's
Unemployed
30.890706
Suburban
Comprehensive
1
19
352
1
2020-04-08 15:21:39.274993
Poor
Yes
Monthly
Condo
816
1,191,660
61
Male
22,543
Single
3
High School
Self-Employed
8.943337
Urban
Premium
null
17
438
5
2022-06-26 15:21:39.233998
Poor
No
Weekly
House
2,333
1,191,661
24
Female
3,473
Married
1
Master's
null
7.766649
Rural
Comprehensive
3
0
395
1
2023-05-14 15:21:39.180553
Poor
Yes
Weekly
Apartment
535
1,191,662
19
Female
935
Single
1
PhD
Unemployed
35.684534
Rural
Comprehensive
2
13
578
4
2019-12-17 15:21:39.222387
Poor
No
Rarely
Condo
1,071
1,191,663
32
Male
1,237
Married
0
Master's
Employed
20.879372
Rural
Premium
1
1
767
4
2022-07-12 15:21:39.134960
Good
No
Monthly
House
1,836
1,191,664
22
Female
35,987
Divorced
null
High School
Unemployed
33.723695
Suburban
Premium
null
4
null
8
2021-07-17 15:21:39.149731
Good
No
Monthly
Apartment
959
1,191,665
40
Female
8,812
Married
1
PhD
Employed
45.382208
Suburban
Comprehensive
1
2
642
3
2023-03-20 15:21:39.144722
Good
Yes
Rarely
Condo
1,318
1,191,666
47
Female
34,707
Divorced
4
High School
Unemployed
34.170856
Urban
Comprehensive
1
12
652
5
2023-01-24 15:21:39.215386
Poor
Yes
Daily
Apartment
2,242
1,191,667
62
Female
3,546
Divorced
0
PhD
Self-Employed
29.835368
Rural
Basic
null
0
381
8
2022-02-06 15:21:39.236064
Average
No
Weekly
Condo
1,580
1,191,668
53
Male
905
Married
4
Master's
Employed
8.924553
Rural
Premium
2
10
516
5
2022-10-18 15:21:39.221386
Poor
No
Rarely
House
589
1,191,669
26
Female
23,897
Divorced
0
Master's
null
31.919478
Rural
Premium
0
14
577
4
2024-02-04 15:21:39.091080
Poor
No
Rarely
Condo
1,544
1,191,670
61
Female
2,720
Single
4
Master's
Unemployed
16.964153
Urban
Comprehensive
1
10
null
9
2019-08-28 15:21:39.233998
Poor
Yes
Weekly
Condo
2,839
1,191,671
63
Male
129,057
Married
1
Master's
Employed
49.782647
Suburban
Premium
0
1
704
2
2023-11-28 15:21:39.130190
Poor
Yes
Monthly
House
267
1,191,672
44
Female
25,720
Single
0
Bachelor's
Self-Employed
29.951148
Urban
Basic
0
18
818
3
2022-09-07 15:21:39.267454
Poor
Yes
Rarely
House
817
1,191,673
19
Male
17,894
Married
0
High School
Self-Employed
19.505564
Suburban
Basic
1
1
524
4
2021-04-24 15:21:39.155231
Poor
Yes
Monthly
House
2,438
1,191,674
41
Female
36,404
Divorced
4
Bachelor's
null
15.96711
Rural
Comprehensive
0
18
689
7
2020-01-30 15:21:39.155231
Good
No
Rarely
Condo
453
1,191,675
62
Female
43,813
Married
2
Master's
Employed
19.734689
Suburban
Comprehensive
2
5
651
3
2021-07-02 15:21:39.221386
Poor
No
Monthly
Apartment
755
1,191,676
53
Female
814
Married
3
High School
Unemployed
null
Suburban
Premium
1
9
740
7
2020-11-20 15:21:39.134960
Poor
No
Daily
Condo
552
1,191,677
43
Male
3,817
Single
0
Bachelor's
Self-Employed
40.34675
Suburban
Comprehensive
1
9
471
4
2019-12-15 15:21:39.134960
Good
Yes
Rarely
Apartment
623
1,191,678
52
Female
12,375
Divorced
3
Bachelor's
Unemployed
23.488072
Suburban
Premium
null
6
null
4
2021-06-19 15:21:39.134960
Good
No
Weekly
Condo
740
1,191,679
18
Female
11,596
Divorced
0
PhD
Unemployed
12.917544
Rural
Comprehensive
null
7
603
6
2024-06-08 15:21:39.092127
Poor
Yes
Rarely
Apartment
609
1,191,680
43
Female
57,939
Married
2
Bachelor's
Unemployed
5.544712
Suburban
Comprehensive
0
18
616
7
2022-10-25 15:21:39.244069
Average
Yes
Rarely
Condo
155
1,191,681
27
Male
3,077
Married
1
PhD
Employed
52.929038
Rural
Basic
0
2
456
9
2020-03-12 15:21:39.193769
Average
Yes
Rarely
House
3,482
1,191,682
23
Male
6,846
Single
3
PhD
null
20.593129
Suburban
Basic
null
18
817
3
2022-07-13 15:21:39.134960
Poor
No
Rarely
Apartment
50
1,191,683
23
Female
20,999
Divorced
null
Bachelor's
null
null
Suburban
Premium
0
9
631
5
2022-07-20 15:21:39.134960
Poor
No
Weekly
Condo
933
1,191,684
40
Male
17,883
Married
1
Master's
Employed
28.374586
Urban
Premium
0
9
695
6
2023-01-03 15:21:39.176717
Good
Yes
Daily
House
587
1,191,685
47
Female
2,586
Married
3
PhD
Self-Employed
24.08613
Suburban
Basic
0
19
301
3
2022-03-18 15:21:39.155231
Good
Yes
Daily
House
1,176
1,191,686
43
Female
128,964
Single
1
Master's
Employed
23.612325
Rural
Premium
1
2
402
6
2021-02-03 15:21:39.237118
Poor
Yes
Rarely
House
881
1,191,687
29
Male
12,074
Divorced
4
PhD
Employed
21.087666
Suburban
Comprehensive
2
17
315
4
2021-01-30 15:21:39.171102
Average
No
Weekly
House
995
1,191,688
52
Female
5,079
Divorced
1
Bachelor's
Self-Employed
5.95457
Suburban
Premium
1
11
575
3
2024-03-25 15:21:39.197445
Poor
Yes
Daily
Apartment
1,098
1,191,689
36
Female
153
Single
2
PhD
Employed
13.552343
Urban
Basic
0
8
null
5
2022-11-16 15:21:39.086123
Good
No
Daily
House
774
1,191,690
42
Female
60,583
Single
0
Bachelor's
null
16.804771
Suburban
Basic
1
9
822
2
2022-09-08 15:21:39.134960
Good
Yes
Daily
Apartment
296
1,191,691
54
Female
null
Married
2
PhD
null
40.564632
Suburban
Premium
null
0
725
8
2023-01-08 15:21:39.188220
Poor
Yes
Weekly
Apartment
371
1,191,692
33
Female
82,698
Married
3
Master's
null
28.014821
Urban
Basic
0
7
805
7
2021-08-14 15:21:39.155231
Good
No
Rarely
Apartment
150
1,191,693
36
Male
11,904
Divorced
4
High School
null
23.781549
Suburban
Premium
2
4
null
2
2021-05-01 15:21:39.120168
Poor
No
Rarely
Condo
788
1,191,694
63
Male
3,045
Married
2
Master's
Unemployed
37.652071
Suburban
Basic
1
18
755
2
2022-09-16 15:21:39.194829
Good
Yes
Rarely
Condo
2,347
1,191,695
45
Female
3,714
Single
null
High School
Employed
36.096446
Urban
Premium
0
10
null
1
2022-02-20 15:21:39.134960
Poor
No
Monthly
Apartment
2,794
1,191,696
35
Female
2,856
Divorced
0
High School
Employed
22.256841
Urban
Comprehensive
2
12
692
1
2023-04-14 15:21:39.222387
Good
Yes
Monthly
House
699
1,191,697
40
Female
15,962
Single
2
High School
Self-Employed
null
Urban
Comprehensive
3
4
581
5
2024-07-02 15:21:39.134960
null
No
Monthly
Condo
715
1,191,698
42
Male
19,152
Married
1
PhD
Employed
11.087805
Rural
Comprehensive
1
1
null
1
2019-10-21 15:21:39.221386
Poor
No
Daily
House
1,207
1,191,699
27
Male
2,876
Divorced
2
High School
null
17.967018
Urban
Basic
null
15
772
5
2022-04-17 15:21:39.155231
Poor
Yes
Rarely
Condo
3,473