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
18,700
28
Male
20,495
Single
3
Bachelor's
Employed
19.05228
Suburban
Premium
1
9
636
3
2022-11-11 15:21:39.134960
Good
Yes
Rarely
Condo
1,368
18,701
43
Female
2,088
Married
3
PhD
null
40.458859
Urban
Basic
1
15
536
6
2023-04-27 15:21:39.182597
null
Yes
Weekly
Condo
1,848
18,702
42
Female
2,683
Single
null
High School
null
null
Urban
Comprehensive
0
0
668
3
2020-04-24 15:21:39.134960
Poor
No
Rarely
Apartment
817
18,703
63
Male
72,682
Divorced
1
Master's
Self-Employed
20.422324
Urban
Basic
null
1
376
4
2023-04-04 15:21:39.182597
Average
Yes
Weekly
Condo
237
18,704
25
Male
2,385
Married
3
Bachelor's
null
22.744933
Suburban
Comprehensive
0
5
393
9
2024-02-29 15:21:39.155231
Poor
No
Monthly
Condo
3,068
18,705
48
Female
21,372
Divorced
1
High School
Self-Employed
10.711613
Urban
Comprehensive
null
6
492
6
2020-08-27 15:21:39.237118
Average
Yes
Monthly
Apartment
737
18,706
43
Male
13,144
Divorced
1
Bachelor's
null
13.754032
Urban
Basic
3
16
542
6
2020-02-22 15:21:39.134960
Average
Yes
Weekly
Apartment
3,299
18,707
29
Female
29,091
Divorced
0
PhD
Employed
17.249835
Rural
Basic
null
16
449
4
2021-10-14 15:21:39.188220
Poor
Yes
Monthly
Condo
755
18,708
24
Male
137,964
Single
0
Master's
Unemployed
38.020838
Rural
Comprehensive
3
8
744
4
2020-02-18 15:21:39.264504
Good
Yes
Weekly
House
397
18,709
31
Female
134,775
Divorced
0
Master's
null
38.511312
Suburban
Basic
0
9
391
8
2020-11-27 15:21:39.225916
null
Yes
Rarely
Condo
659
18,710
50
Female
91,702
Single
0
PhD
Employed
43.3599
Rural
Basic
1
15
541
8
2021-09-21 15:21:39.102694
Good
No
Monthly
Condo
101
18,711
49
Female
4,897
Single
null
PhD
Unemployed
34.908109
Urban
Basic
2
18
null
3
2022-07-17 15:21:39.084065
Average
No
Rarely
House
1,063
18,712
30
Male
null
Single
3
PhD
Self-Employed
13.322327
Suburban
Premium
0
4
328
2
2023-10-11 15:21:39.152732
Poor
No
Rarely
Condo
542
18,713
39
Male
7,466
Married
4
Bachelor's
Employed
28.9984
Suburban
Basic
1
7
648
7
2021-05-16 15:21:39.193945
Average
No
Weekly
House
817
18,714
60
Female
52,230
Single
0
Bachelor's
Unemployed
10.839434
Urban
Premium
null
4
725
4
2023-02-14 15:21:39.155231
Average
Yes
Weekly
Apartment
191
18,715
47
Male
null
Single
4
High School
Employed
9.867763
Suburban
Basic
null
5
328
7
2023-11-22 15:21:39.281787
null
No
Rarely
Condo
1,105
18,716
50
Female
38,216
Divorced
1
Master's
null
5.372716
Suburban
Comprehensive
2
9
null
9
2023-11-14 15:21:39.134960
Poor
No
Monthly
House
1,249
18,717
62
Female
5,854
Divorced
4
Bachelor's
Self-Employed
28.540629
Rural
Basic
2
5
326
8
2022-08-11 15:21:39.175719
Poor
Yes
Weekly
Condo
449
18,718
49
Female
4,349
Divorced
4
High School
Self-Employed
27.371831
Suburban
Basic
2
15
703
4
2023-06-05 15:21:39.114118
Average
No
Rarely
Apartment
1,216
18,719
32
Female
null
Divorced
1
PhD
Employed
12.919601
Suburban
Basic
0
9
null
8
2020-02-04 15:21:39.166062
Average
Yes
Weekly
Apartment
152
18,720
29
Female
39,589
Divorced
0
PhD
Unemployed
34.984392
Urban
Comprehensive
null
9
452
1
2024-02-26 15:21:39.146733
Poor
Yes
Daily
Apartment
586
18,721
51
Female
2,864
Married
4
Master's
Self-Employed
24.507713
Suburban
Comprehensive
2
10
779
1
2020-09-11 15:21:39.181605
Good
No
Rarely
Apartment
1,269
18,722
40
Female
3,855
Married
4
PhD
Unemployed
6.132856
Urban
Comprehensive
1
10
398
4
2023-02-02 15:21:39.276901
Poor
Yes
Weekly
House
634
18,723
59
Male
38,729
Married
3
Master's
null
28.817594
Rural
Comprehensive
1
0
833
6
2023-08-11 15:21:39.144722
Average
Yes
Rarely
Condo
609
18,724
27
Female
43,762
Divorced
0
Bachelor's
Employed
13.53475
Rural
Premium
null
0
659
5
2021-10-22 15:21:39.218388
Poor
Yes
Rarely
Condo
679
18,725
28
Male
5,511
Single
2
Master's
Unemployed
30.681282
Suburban
Comprehensive
0
18
684
7
2022-06-23 15:21:39.097737
null
Yes
Rarely
Apartment
586
18,726
27
Male
26,206
Married
null
PhD
Employed
23.914757
Suburban
Premium
1
9
373
9
2019-11-16 15:21:39.229482
Good
No
Daily
Apartment
4,500
18,727
51
Female
117,946
Single
4
High School
Employed
23.289936
Rural
Premium
null
11
null
7
2024-03-19 15:21:39.134960
Poor
No
Daily
Condo
4,053
18,728
50
Female
null
null
null
High School
null
45.81358
Suburban
Premium
0
15
721
3
2021-10-29 15:21:39.248098
Average
No
Daily
Apartment
3,237
18,729
59
Male
2,917
Married
4
High School
Unemployed
33.8131
Urban
Premium
null
11
377
8
2023-04-06 15:21:39.207847
Poor
No
Daily
House
117
18,730
22
Male
35,424
Married
4
High School
Employed
32.083698
Rural
Premium
1
7
null
6
2021-07-18 15:21:39.255696
Poor
Yes
Weekly
House
1,438
18,731
51
Female
2,448
Single
4
Master's
Unemployed
null
Suburban
Premium
null
2
615
3
2024-03-07 15:21:39.154008
Poor
No
Daily
Condo
904
18,732
46
Male
29,113
Divorced
0
PhD
Self-Employed
15.435813
Urban
Premium
null
1
673
2
2019-09-20 15:21:39.188220
Average
No
Daily
House
1,217
18,733
37
Male
51,791
Married
1
Master's
Unemployed
18.827246
Rural
Premium
1
5
439
1
2021-06-07 15:21:39.266452
Average
No
Weekly
Apartment
330
18,734
32
Male
75,557
Single
null
Bachelor's
Self-Employed
13.764973
Suburban
Basic
1
16
359
5
2022-03-22 15:21:39.134960
Poor
Yes
Daily
House
772
18,735
59
Female
11,397
Single
null
Master's
null
13.629825
Rural
Comprehensive
0
13
578
5
2023-07-01 15:21:39.092127
Poor
Yes
Daily
Apartment
382
18,736
19
Male
null
Single
0
High School
null
15.170699
Suburban
Comprehensive
null
0
655
7
2022-09-08 15:21:39.276901
Poor
No
Rarely
Condo
195
18,737
36
Female
17,098
Single
1
Master's
Employed
38.691686
Urban
Premium
null
1
null
1
2022-02-27 15:21:39.111551
Poor
No
Monthly
House
519
18,738
56
Female
11,895
Divorced
1
High School
Unemployed
32.297863
Rural
Basic
0
14
null
8
2022-12-18 15:21:39.134960
Average
Yes
Weekly
House
1,197
18,739
50
Male
14,082
Married
1
Master's
null
22.796912
Rural
Comprehensive
null
10
806
4
2024-04-17 15:21:39.237118
Average
No
Rarely
House
1,117
18,740
27
Female
3,264
Divorced
2
High School
Unemployed
30.147858
Rural
Basic
1
10
522
6
2020-04-26 15:21:39.255696
Poor
No
Rarely
Apartment
1,859
18,741
56
Male
9,890
Divorced
1
PhD
null
51.45835
Urban
Basic
0
2
849
7
2023-09-07 15:21:39.155231
Average
Yes
Rarely
House
554
18,742
30
Male
35,388
Divorced
1
High School
null
26.717251
Rural
Comprehensive
3
15
615
1
2023-10-15 15:21:39.083497
Good
No
Daily
House
663
18,743
54
Male
10,237
Single
4
High School
Employed
35.014113
Suburban
Comprehensive
1
3
572
2
2020-03-28 15:21:39.283783
Good
No
Monthly
House
604
18,744
44
Male
55,840
Single
null
Master's
Employed
27.82843
Suburban
Comprehensive
null
2
428
3
2020-11-12 15:21:39.276901
Good
No
Rarely
Apartment
479
18,745
32
Female
null
Married
4
Master's
Self-Employed
33.73772
Rural
Premium
null
9
602
4
2023-02-07 15:21:39.100695
Average
No
Monthly
Condo
115
18,746
31
Male
16,817
Divorced
0
PhD
Unemployed
13.377845
Rural
Premium
1
7
789
8
2024-08-14 15:21:39.279729
Good
No
Rarely
Apartment
400
18,747
28
Female
11,587
Single
3
Bachelor's
Self-Employed
16.779822
Rural
Basic
1
13
648
6
2024-07-06 15:21:39.219432
Good
Yes
Rarely
Apartment
447
18,748
38
Female
15,594
Divorced
1
Master's
Self-Employed
32.814627
Suburban
Premium
0
2
767
2
2023-05-23 15:21:39.111551
Good
Yes
Monthly
House
1,309
18,749
32
Female
14,079
Divorced
0
High School
Employed
35.895815
Suburban
Comprehensive
null
3
552
3
2022-07-30 15:21:39.167099
Poor
No
Rarely
Apartment
2,033
18,750
35
Female
73,397
Married
4
PhD
Unemployed
40.817358
Suburban
Comprehensive
1
14
613
7
2019-12-31 15:21:39.225916
Good
No
Monthly
Condo
37
18,751
50
Female
1,480
Divorced
null
High School
Self-Employed
10.527126
Suburban
Basic
null
18
null
3
2020-01-03 15:21:39.237118
null
Yes
Weekly
Apartment
756
18,752
63
Male
24,666
Married
1
High School
null
33.391728
Urban
Premium
null
12
752
4
2023-01-14 15:21:39.155231
Poor
Yes
Daily
Apartment
1,072
18,753
20
Female
48,940
Divorced
1
PhD
Employed
22.582035
Urban
Basic
2
18
759
6
2022-11-29 15:21:39.168099
Average
No
Rarely
House
2,339
18,754
47
Male
51,956
Single
4
Bachelor's
null
27.611742
Rural
Comprehensive
1
3
407
7
2020-09-21 15:21:39.231531
Average
No
Daily
Condo
103
18,755
47
Male
70,724
Married
3
PhD
Self-Employed
45.766321
Suburban
Comprehensive
1
14
719
6
2019-11-03 15:21:39.230483
Average
Yes
Daily
House
2,891
18,756
24
Male
35,778
Single
3
Bachelor's
Self-Employed
18.04132
Suburban
Comprehensive
1
16
607
6
2022-07-13 15:21:39.200452
Good
No
Daily
Apartment
274
18,757
45
Male
38,111
Single
1
Bachelor's
Self-Employed
19.917479
Rural
Basic
null
13
563
9
2022-01-15 15:21:39.261856
Good
Yes
Monthly
Condo
1,088
18,758
55
Female
80,610
Divorced
2
Bachelor's
null
20.972137
Rural
Premium
1
6
558
2
2020-08-07 15:21:39.098696
Poor
No
Weekly
Apartment
142
18,759
50
Female
38,229
Single
2
PhD
null
11.717385
Urban
Comprehensive
0
4
507
3
2020-09-18 15:21:39.202448
Good
No
Monthly
House
1,053
18,760
55
Male
1,409
Single
3
High School
null
20.01563
Suburban
Comprehensive
null
2
712
2
2023-06-26 15:21:39.172097
Average
Yes
Monthly
House
30
18,761
58
Male
17,175
Divorced
0
Master's
Self-Employed
null
Suburban
Comprehensive
null
11
null
6
2021-07-02 15:21:39.237118
Poor
Yes
Rarely
House
1,491
18,762
38
Female
12,130
Single
2
Bachelor's
null
21.624179
Rural
Premium
1
15
370
7
2020-09-07 15:21:39.215386
null
Yes
Rarely
Condo
1,242
18,763
49
Male
23,100
Single
3
High School
null
29.190664
Suburban
Comprehensive
0
8
531
3
2022-12-15 15:21:39.276901
Average
No
Weekly
Condo
772
18,764
58
Female
28,266
Single
null
High School
null
49.751348
Rural
Basic
null
0
null
5
2020-11-15 15:21:39.280784
Poor
No
Weekly
Condo
1,880
18,765
59
Male
18,072
Married
3
Master's
Employed
16.317842
Urban
Basic
null
9
522
9
2020-11-07 15:21:39.176717
Poor
No
Rarely
Condo
1,581
18,766
27
Female
7,093
Single
3
High School
null
10.086388
Rural
Basic
null
11
783
5
2020-06-02 15:21:39.155231
Good
No
Daily
Condo
661
18,767
23
Female
14,959
Divorced
1
Bachelor's
Employed
23.4365
Rural
Premium
1
1
785
9
2023-02-09 15:21:39.164044
Good
No
Weekly
Apartment
1,740
18,768
42
Male
26,553
Divorced
0
PhD
Employed
9.33428
Suburban
Basic
2
7
464
3
2021-07-08 15:21:39.126661
Average
No
Weekly
Condo
589
18,769
29
Male
62,520
Single
null
Bachelor's
Self-Employed
23.965948
Suburban
Comprehensive
1
15
317
6
2022-10-26 15:21:39.281787
Good
No
Monthly
House
1,253
18,770
49
Female
null
Married
2
High School
Self-Employed
4.551051
Suburban
Basic
null
11
435
3
2022-01-05 15:21:39.144722
Poor
Yes
Monthly
Apartment
909
18,771
64
Female
48,877
null
3
High School
Unemployed
9.997518
Suburban
Premium
6
12
390
2
2023-05-06 15:21:39.134960
Average
No
Weekly
House
1,817
18,772
24
Female
28,677
Single
1
Bachelor's
Unemployed
7.999565
Suburban
Comprehensive
null
11
549
1
2020-05-07 15:21:39.134960
Average
No
Rarely
Condo
1,298
18,773
53
Male
40,427
Single
4
PhD
Unemployed
17.811192
Rural
Comprehensive
1
2
591
4
2024-01-26 15:21:39.081504
Average
Yes
Daily
Condo
505
18,774
40
Male
92,891
Divorced
0
High School
Self-Employed
20.487802
Urban
Basic
null
14
318
6
2020-06-11 15:21:39.180553
Good
No
Daily
Condo
454
18,775
47
Male
43,243
Single
3
High School
Unemployed
11.940526
Suburban
Basic
2
11
789
4
2020-05-07 15:21:39.252145
Average
No
Monthly
Apartment
921
18,776
59
Female
7,072
Married
1
PhD
null
11.966237
Urban
Comprehensive
1
10
762
7
2022-10-01 15:21:39.125660
Average
No
Weekly
Apartment
1,201
18,777
20
Female
73,066
Single
0
PhD
Self-Employed
16.868834
Suburban
Premium
2
14
748
3
2024-05-27 15:21:39.237118
Good
No
Weekly
Apartment
103
18,778
20
Male
27,383
Married
0
Master's
null
21.715264
Urban
Comprehensive
3
15
513
8
2020-09-19 15:21:39.096739
Poor
Yes
Weekly
House
568
18,779
31
Male
40,861
Divorced
3
High School
Employed
30.066671
Suburban
Comprehensive
0
19
713
5
2021-08-30 15:21:39.164044
Good
Yes
Monthly
House
818
18,780
33
Male
86,047
Single
2
Master's
Unemployed
15.727645
Suburban
Comprehensive
2
12
434
3
2020-06-02 15:21:39.237118
Average
No
Monthly
House
783
18,781
32
Male
37,813
Single
3
Bachelor's
Unemployed
49.203763
Urban
Premium
0
2
708
6
2022-06-12 15:21:39.171102
Average
No
Monthly
Condo
772
18,782
41
Female
84,788
Single
3
Bachelor's
null
40.824062
Urban
Basic
2
3
692
4
2024-04-01 15:21:39.102694
Good
No
Rarely
Apartment
3,136
18,783
48
Male
49,053
Single
4
Master's
Unemployed
9.924703
Urban
Comprehensive
0
8
549
8
2022-03-27 15:21:39.095696
Average
No
Daily
House
159
18,784
48
Male
42,346
Single
4
Master's
null
7.859224
Suburban
Basic
0
7
616
5
2021-04-01 15:21:39.170099
Poor
No
Weekly
Apartment
801
18,785
49
Male
578
Divorced
1
Bachelor's
Employed
17.924156
Suburban
Basic
2
10
588
7
2019-10-10 15:21:39.094752
Poor
Yes
Monthly
Condo
981
18,786
52
Male
4,370
Divorced
4
Master's
Unemployed
null
Suburban
Premium
3
6
638
4
2021-09-07 15:21:39.208842
Poor
Yes
Weekly
House
605
18,787
26
Male
43,890
Married
1
Master's
Self-Employed
24.493413
Suburban
Premium
3
15
810
4
2020-04-28 15:21:39.155231
Good
No
Weekly
Apartment
977
18,788
21
Male
15,339
Single
4
PhD
Unemployed
25.919393
Rural
Basic
1
0
532
3
2023-03-23 15:21:39.144722
Good
Yes
Weekly
House
902
18,789
59
Female
17,001
Married
1
Bachelor's
Unemployed
18.854366
Suburban
Basic
1
5
491
2
2024-02-27 15:21:39.152732
Average
No
Weekly
Apartment
1,341
18,790
23
Female
null
Single
4
Bachelor's
null
32.958598
Urban
Premium
1
12
449
5
2024-01-28 15:21:39.264504
Good
No
Daily
House
2,108
18,791
53
Male
37,407
Single
0
High School
Employed
16.296741
Suburban
Comprehensive
1
12
null
5
2024-02-11 15:21:39.128286
Poor
Yes
Weekly
Apartment
740
18,792
27
Female
30,080
Divorced
4
PhD
Unemployed
21.313399
Suburban
Comprehensive
1
3
629
5
2020-08-08 15:21:39.237118
Poor
No
Daily
Apartment
230
18,793
58
Male
1,349
Single
2
Bachelor's
null
25.56951
Urban
Basic
2
5
668
1
2022-11-27 15:21:39.155231
Poor
Yes
Daily
Condo
48
18,794
64
Female
623
Divorced
3
Bachelor's
Self-Employed
14.845891
Rural
Premium
1
19
502
3
2022-05-15 15:21:39.080440
Good
No
Weekly
Condo
662
18,795
63
Female
87,030
Married
0
PhD
Employed
31.959366
Rural
Comprehensive
2
16
404
9
2023-05-14 15:21:39.176717
Average
Yes
Daily
House
1,716
18,796
26
Male
40,608
Divorced
0
PhD
Employed
9.756829
Suburban
Comprehensive
0
9
794
9
2022-08-23 15:21:39.194829
Good
Yes
Daily
Condo
1,213
18,797
64
Female
14,054
Married
0
Master's
Self-Employed
29.617789
Suburban
Comprehensive
1
2
456
5
2020-12-11 15:21:39.098696
Average
Yes
Daily
Condo
431
18,798
31
Female
53,562
Divorced
4
Master's
Unemployed
null
Suburban
Basic
3
12
653
8
2023-01-14 15:21:39.278402
Average
Yes
Daily
Apartment
37
18,799
40
Male
739
Divorced
4
High School
Self-Employed
null
Suburban
Basic
null
12
null
4
2023-07-29 15:21:39.092127
Good
No
Weekly
Condo
719