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
1,183,700
43
Male
37,349
Single
0
High School
Employed
12.569603
Rural
Premium
null
8
704
7
2021-02-23 15:21:39.147735
Poor
Yes
Weekly
Apartment
830
1,183,701
50
Male
73,435
Single
1
Bachelor's
Unemployed
46.011178
Suburban
Basic
1
17
386
9
2022-12-17 15:21:39.097737
Good
No
Monthly
Apartment
1,033
1,183,702
58
Female
7,981
Married
2
Bachelor's
Self-Employed
null
Suburban
Basic
null
11
639
9
2021-02-17 15:21:39.233998
Poor
Yes
Monthly
Apartment
2,340
1,183,703
37
Female
8,820
Single
0
Master's
Employed
21.534836
Rural
Basic
1
10
759
4
2019-08-17 15:21:39.228521
Average
Yes
Monthly
House
1,291
1,183,704
63
Male
45,388
Married
0
PhD
Employed
21.57664
Urban
Comprehensive
0
16
364
3
2023-11-21 15:21:39.188220
Poor
Yes
Rarely
House
1,034
1,183,705
44
Male
78,914
Married
null
PhD
Self-Employed
25.171394
Suburban
Basic
null
4
473
3
2021-05-05 15:21:39.261856
null
No
Monthly
Apartment
1,325
1,183,706
37
Female
93,915
Married
3
Bachelor's
null
19.727446
Suburban
Premium
0
12
456
9
2023-10-06 15:21:39.271453
null
Yes
Rarely
House
438
1,183,707
22
Male
84,717
Married
4
PhD
null
39.024634
Rural
Basic
null
7
407
7
2020-03-21 15:21:39.134960
Good
No
Weekly
House
247
1,183,708
56
Female
71,491
Married
3
High School
null
10.674251
Suburban
Comprehensive
2
19
584
1
2022-10-23 15:21:39.223901
Average
No
Monthly
Condo
373
1,183,709
22
Female
72,598
Divorced
2
High School
Employed
null
Urban
Basic
null
11
478
5
2024-03-04 15:21:39.155231
Good
Yes
Weekly
Condo
1,676
1,183,710
42
Male
70,794
Single
2
Master's
Employed
33.524533
Rural
Comprehensive
0
3
423
7
2023-07-07 15:21:39.236064
Good
No
Daily
House
1,641
1,183,711
52
Female
44,966
Married
null
PhD
Unemployed
14.71872
Suburban
Basic
1
10
397
9
2022-07-25 15:21:39.125660
Good
No
Rarely
House
1,434
1,183,712
53
Male
5,780
Divorced
1
High School
Employed
22.923862
Rural
Comprehensive
0
8
null
7
2022-02-01 15:21:39.134960
Good
Yes
Rarely
House
556
1,183,713
19
Male
5,792
Married
0
Master's
null
36.539849
Suburban
Basic
null
9
499
4
2023-10-10 15:21:39.231531
Good
Yes
Weekly
House
459
1,183,714
22
Female
46,268
Married
0
Bachelor's
Unemployed
33.079134
Rural
Premium
4
1
780
8
2021-08-02 15:21:39.155231
Average
Yes
Monthly
House
107
1,183,715
18
Male
20,839
Divorced
0
PhD
Unemployed
21.653038
Urban
Basic
2
13
null
4
2022-11-29 15:21:39.093681
Poor
No
Weekly
Apartment
1,447
1,183,716
58
Male
17,069
Married
2
Master's
null
17.058292
Urban
Basic
1
12
469
3
2023-07-13 15:21:39.237118
Poor
Yes
Weekly
Condo
469
1,183,717
null
Male
41,360
Single
null
High School
null
26.574543
Suburban
Comprehensive
null
17
343
5
2021-09-02 15:21:39.085129
Good
Yes
Rarely
House
35
1,183,718
26
Male
51,476
Divorced
0
Master's
Self-Employed
29.87834
Urban
Comprehensive
2
8
null
5
2022-12-30 15:21:39.092127
Good
No
Weekly
House
24
1,183,719
22
Female
22,529
Single
2
Bachelor's
Employed
34.879208
Rural
Premium
0
13
470
2
2020-11-22 15:21:39.200452
Good
No
Daily
Apartment
185
1,183,720
43
Male
3,734
Divorced
1
High School
null
8.723965
Suburban
Premium
null
7
505
3
2020-05-28 15:21:39.172097
Average
Yes
Monthly
House
352
1,183,721
29
Male
30,961
Married
0
Master's
null
35.662843
Urban
Basic
null
3
481
8
2022-01-26 15:21:39.155231
Average
Yes
Monthly
Condo
454
1,183,722
41
Female
23,983
Single
2
Bachelor's
Unemployed
29.99662
Suburban
Basic
1
12
642
7
2022-12-16 15:21:39.271453
Average
No
Rarely
House
616
1,183,723
21
Male
59,725
Divorced
null
PhD
Unemployed
8.453889
Rural
Comprehensive
0
5
307
3
2020-12-19 15:21:39.132191
Average
No
Monthly
Apartment
2,156
1,183,724
59
Male
28,672
Divorced
null
PhD
Unemployed
43.154431
Suburban
Comprehensive
2
16
688
8
2021-11-21 15:21:39.134960
Average
Yes
Rarely
Apartment
841
1,183,725
55
Male
1,066
Married
0
PhD
Unemployed
33.92961
Suburban
Comprehensive
null
4
382
8
2024-02-26 15:21:39.219432
Average
No
Weekly
Apartment
1,209
1,183,726
18
Female
45,953
Single
3
PhD
null
30.984041
Suburban
Comprehensive
2
15
null
9
2021-04-08 15:21:39.264504
Good
No
Monthly
Condo
1,133
1,183,727
37
Male
10,143
Married
4
Bachelor's
null
41.566285
Urban
Basic
0
17
558
1
2020-07-24 15:21:39.281787
Poor
Yes
Rarely
Apartment
1,093
1,183,728
28
Male
549
Divorced
3
High School
null
5.878682
Suburban
Comprehensive
null
13
614
7
2019-12-15 15:21:39.155231
null
Yes
Weekly
Condo
1,739
1,183,729
21
Male
23,648
Divorced
3
High School
Self-Employed
20.818893
Suburban
Premium
0
16
843
3
2021-04-23 15:21:39.229482
Poor
No
Rarely
Condo
637
1,183,730
37
Male
30,382
Divorced
4
Bachelor's
null
41.710539
Suburban
Comprehensive
null
7
431
3
2020-05-29 15:21:39.172097
Average
No
Rarely
Condo
619
1,183,731
47
Male
131,551
Married
3
Bachelor's
null
25.771169
Suburban
Basic
2
3
782
7
2022-05-16 15:21:39.247098
Average
Yes
Daily
House
3,109
1,183,732
18
Female
24,586
Divorced
3
Bachelor's
Employed
45.603783
Rural
Basic
1
2
472
3
2022-12-23 15:21:39.272456
Poor
No
Weekly
House
2,091
1,183,733
58
Male
25,988
Single
1
High School
null
20.604816
Rural
Premium
null
13
566
1
2022-08-18 15:21:39.222387
Poor
No
Monthly
House
845
1,183,734
21
Female
7,699
Divorced
1
Master's
Employed
37.057688
Urban
Basic
0
15
816
9
2021-01-15 15:21:39.279729
Good
Yes
Rarely
Condo
1,404
1,183,735
45
Male
26,894
Married
0
PhD
Unemployed
31.722744
Urban
Premium
0
3
776
1
2022-01-02 15:21:39.100695
Poor
Yes
Rarely
House
1,447
1,183,736
53
Male
34,534
Single
1
PhD
null
24.671591
Urban
Premium
0
3
678
1
2021-11-17 15:21:39.224915
Poor
No
Weekly
Condo
539
1,183,737
30
Female
4,870
Married
1
Bachelor's
Unemployed
null
Urban
Basic
0
4
783
4
2022-11-19 15:21:39.192212
Good
No
Weekly
Condo
763
1,183,738
30
Male
70,678
Divorced
4
High School
Self-Employed
22.237984
Rural
Basic
0
11
387
3
2021-08-04 15:21:39.087123
Good
No
Daily
Condo
543
1,183,739
25
Male
37,844
Married
1
PhD
Unemployed
40.964604
Suburban
Premium
3
18
436
3
2022-07-12 15:21:39.237118
Average
Yes
Daily
House
862
1,183,740
53
Male
63,502
Married
1
High School
Self-Employed
15.774246
Urban
Premium
0
15
382
3
2022-10-16 15:21:39.206847
Poor
Yes
Weekly
Apartment
557
1,183,741
42
Female
23,604
Divorced
null
Bachelor's
Self-Employed
37.976323
Rural
Comprehensive
1
19
706
7
2021-06-26 15:21:39.282785
Poor
Yes
Daily
Condo
724
1,183,742
31
Female
95,403
Single
2
High School
Unemployed
41.979111
Suburban
Basic
0
6
320
9
2022-02-27 15:21:39.155231
Good
No
Daily
House
280
1,183,743
48
Female
52,096
Married
2
Bachelor's
Employed
22.095498
Rural
Comprehensive
null
2
783
3
2021-02-02 15:21:39.155231
Average
No
Monthly
House
181
1,183,744
28
Female
24,682
Single
0
PhD
null
11.816884
Suburban
Premium
null
12
723
1
2024-07-20 15:21:39.204790
Poor
No
Weekly
Apartment
629
1,183,745
54
Male
65,846
Married
3
Bachelor's
Employed
11.737143
Suburban
Basic
1
13
null
2
2024-04-21 15:21:39.182597
Average
Yes
Weekly
House
99
1,183,746
18
Female
1,019
Married
4
PhD
Unemployed
48.869391
Suburban
Basic
1
8
467
6
2021-11-25 15:21:39.134960
Average
No
Daily
House
772
1,183,747
33
Male
2,819
Married
3
Bachelor's
null
29.661028
Suburban
Premium
1
10
678
3
2024-04-26 15:21:39.281787
Average
No
Rarely
Apartment
38
1,183,748
25
Male
12,591
Married
3
Master's
Employed
19.619223
Urban
Premium
1
16
508
9
2021-10-27 15:21:39.276901
Poor
No
Rarely
Condo
214
1,183,749
37
Male
20,903
Married
2
Master's
null
30.451176
Rural
Basic
null
3
637
1
2022-01-02 15:21:39.269494
Average
No
Rarely
Condo
165
1,183,750
33
Female
2,695
Single
2
PhD
Employed
24.172631
Urban
Comprehensive
4
2
559
6
2020-07-08 15:21:39.236064
Poor
Yes
Rarely
House
50
1,183,751
57
Male
4,532
Single
3
High School
Unemployed
32.594496
Urban
Comprehensive
2
12
754
9
2023-01-16 15:21:39.191219
Average
No
Daily
Apartment
1,570
1,183,752
24
Female
3,996
Divorced
1
Master's
null
26.162566
Suburban
Premium
1
13
672
1
2023-12-23 15:21:39.229482
Average
Yes
Daily
Apartment
98
1,183,753
25
Female
5,912
Single
0
Bachelor's
Self-Employed
20.556212
Rural
Comprehensive
1
7
825
2
2022-12-30 15:21:39.289099
Poor
Yes
Daily
Apartment
647
1,183,754
22
Male
35,467
Divorced
0
Bachelor's
null
35.038136
Urban
Basic
null
0
566
4
2020-02-09 15:21:39.155231
Average
Yes
Daily
Condo
609
1,183,755
46
Male
20,370
Single
1
PhD
Unemployed
33.298851
Suburban
Basic
1
17
484
8
2021-09-08 15:21:39.082499
Poor
Yes
Rarely
Condo
300
1,183,756
32
Female
26,121
Married
2
Master's
null
27.815728
Suburban
Basic
null
14
757
3
2024-05-10 15:21:39.216387
Good
No
Monthly
House
1,734
1,183,757
56
Male
18,077
Married
4
Master's
null
null
Urban
Comprehensive
null
5
849
7
2022-07-28 15:21:39.253660
Poor
No
Monthly
House
119
1,183,758
43
Male
12,073
Married
2
PhD
Unemployed
38.636177
Rural
Premium
0
13
646
6
2022-07-06 15:21:39.181605
Average
No
Rarely
House
736
1,183,759
38
Male
2,558
Divorced
0
High School
Employed
null
Rural
Basic
null
4
542
8
2021-07-02 15:21:39.151732
Poor
No
Monthly
Apartment
691
1,183,760
22
Male
57,586
Divorced
2
Master's
Self-Employed
38.242831
Suburban
Premium
0
19
844
6
2020-01-01 15:21:39.225916
Average
No
Weekly
Apartment
408
1,183,761
62
Male
5,894
Divorced
4
Master's
Unemployed
16.14589
Rural
Premium
2
4
796
7
2023-06-29 15:21:39.237118
Good
No
Rarely
Condo
930
1,183,762
46
Female
52,702
Single
3
High School
Unemployed
52.441696
Suburban
Premium
null
0
834
8
2022-11-30 15:21:39.190215
Average
No
Monthly
Condo
1,399
1,183,763
22
Male
16,991
Married
0
Master's
Employed
47.820197
Urban
Premium
null
18
321
2
2020-03-17 15:21:39.181605
Poor
Yes
Monthly
Apartment
4,070
1,183,764
42
Male
15,258
Single
4
Master's
null
36.47444
Rural
Comprehensive
null
17
587
1
2020-11-17 15:21:39.177724
Poor
Yes
Daily
Condo
2,071
1,183,765
60
Male
38,605
Married
2
PhD
null
50.515218
Urban
Premium
1
9
647
2
2024-01-11 15:21:39.261856
Poor
Yes
Rarely
Apartment
592
1,183,766
39
Female
null
Married
0
Master's
null
26.539356
Suburban
Premium
1
15
null
7
2021-07-25 15:21:39.149731
Average
Yes
Daily
Condo
115
1,183,767
33
Female
15,756
Single
4
High School
null
24.79271
Suburban
Basic
1
12
676
6
2021-03-06 15:21:39.155231
Good
No
Weekly
Apartment
1,324
1,183,768
44
Female
39,082
Married
1
Bachelor's
Unemployed
null
Urban
Basic
2
9
533
4
2020-05-24 15:21:39.155231
Average
No
Daily
House
671
1,183,769
63
Male
22,336
Married
3
Bachelor's
null
36.624377
Rural
Basic
2
4
779
4
2022-08-17 15:21:39.133866
Poor
Yes
Rarely
House
94
1,183,770
46
Female
838
Married
3
Master's
Self-Employed
33.539289
Rural
Basic
0
14
496
2
2024-04-20 15:21:39.134960
Good
No
Daily
Condo
815
1,183,771
51
Female
37,332
Married
0
Master's
null
13.484536
Urban
Comprehensive
3
3
825
6
2020-05-26 15:21:39.289099
Poor
Yes
Monthly
House
1,375
1,183,772
31
Female
10,081
Divorced
null
Bachelor's
Employed
22.451925
Rural
Comprehensive
1
4
372
1
2024-01-14 15:21:39.155231
Average
No
Daily
House
815
1,183,773
47
Female
25,211
Single
3
Bachelor's
null
28.016926
Suburban
Basic
1
6
null
7
2020-11-16 15:21:39.172097
Poor
No
Rarely
Condo
1,705
1,183,774
59
Male
124,478
Divorced
1
High School
Self-Employed
45.259445
Urban
Comprehensive
0
12
758
8
2020-07-16 15:21:39.237118
Average
Yes
Rarely
House
127
1,183,775
54
Male
3,568
Single
4
PhD
Unemployed
33.965194
Suburban
Comprehensive
2
6
null
2
2021-04-02 15:21:39.269494
Poor
Yes
Monthly
Condo
1,678
1,183,776
42
Male
104,004
Married
3
PhD
Self-Employed
13.371974
Rural
Premium
null
7
635
8
2020-06-09 15:21:39.204000
Good
Yes
Monthly
Condo
112
1,183,777
61
Male
60,384
Married
3
PhD
Self-Employed
10.982307
Urban
Basic
3
2
null
2
2022-06-19 15:21:39.254678
Poor
No
Rarely
Apartment
3,129
1,183,778
54
Female
113,443
Single
4
High School
Employed
17.889847
Rural
Premium
3
13
739
9
2024-07-24 15:21:39.080184
Poor
No
Daily
House
95
1,183,779
40
Male
45,638
Divorced
4
Bachelor's
Employed
34.845452
Urban
Comprehensive
0
6
682
1
2024-06-24 15:21:39.237118
Poor
No
Weekly
Apartment
1,432
1,183,780
53
Female
76,580
Single
3
Master's
null
22.542128
Suburban
Comprehensive
1
4
434
2
2019-09-03 15:21:39.134960
Average
Yes
Weekly
House
446
1,183,781
57
Male
21,581
Married
2
Master's
null
32.914089
Suburban
Comprehensive
1
14
630
1
2024-06-24 15:21:39.248098
null
Yes
Monthly
House
920
1,183,782
52
Female
29,006
Divorced
1
PhD
Unemployed
26.989835
Rural
Basic
null
18
508
7
2020-02-28 15:21:39.131192
Poor
No
Monthly
Condo
1,364
1,183,783
40
Male
1,077
Married
0
High School
Employed
31.849094
Suburban
Basic
2
1
807
7
2020-06-24 15:21:39.223901
Good
No
Daily
Apartment
442
1,183,784
56
Male
17,114
Divorced
2
Master's
Self-Employed
21.438975
Suburban
Comprehensive
1
2
null
4
2020-07-30 15:21:39.134960
Poor
Yes
Monthly
Apartment
598
1,183,785
37
Male
3,837
null
null
High School
Employed
24.267822
Rural
Premium
3
2
706
6
2020-10-17 15:21:39.105504
Poor
No
Weekly
Condo
1,729
1,183,786
54
Male
7,853
Divorced
3
High School
null
33.602941
Urban
Comprehensive
2
12
803
5
2021-11-30 15:21:39.102694
Poor
Yes
Monthly
Apartment
1,657
1,183,787
63
Male
84,467
Single
0
High School
null
18.146417
Urban
Comprehensive
null
18
403
8
2021-05-04 15:21:39.134960
Good
Yes
Daily
House
544
1,183,788
40
Female
1,605
Divorced
0
Master's
Employed
48.382754
Rural
Comprehensive
2
9
757
7
2019-10-27 15:21:39.223901
Good
No
Monthly
Apartment
1,118
1,183,789
30
Male
23,891
Single
2
Bachelor's
Unemployed
19.068688
Rural
Premium
1
19
null
8
2024-02-14 15:21:39.150730
Poor
No
Weekly
Condo
509
1,183,790
54
Female
13,982
Single
0
Bachelor's
null
22.839231
Urban
Comprehensive
null
16
782
2
2022-05-28 15:21:39.134960
Good
Yes
Daily
Condo
973
1,183,791
52
Female
35,786
Single
3
Master's
Self-Employed
45.849348
Urban
Premium
null
1
622
1
2024-01-15 15:21:39.167099
Average
No
Monthly
Condo
539
1,183,792
50
Female
37,416
Divorced
3
High School
null
14.918873
Rural
Premium
1
14
350
7
2020-08-10 15:21:39.134960
Average
Yes
Weekly
Condo
2,560
1,183,793
57
Male
29,063
Married
4
Bachelor's
Self-Employed
29.638407
Suburban
Comprehensive
0
18
573
1
2023-01-23 15:21:39.155231
Poor
No
Daily
Apartment
1,181
1,183,794
61
Male
4,071
Divorced
3
Master's
Self-Employed
15.179516
Urban
Basic
1
14
null
1
2023-09-16 15:21:39.235012
Good
Yes
Daily
Condo
1,968
1,183,795
37
Female
24,103
Divorced
4
PhD
Self-Employed
7.817478
Suburban
Comprehensive
0
7
591
7
2023-07-30 15:21:39.235012
Average
Yes
Weekly
Apartment
4,082
1,183,796
35
Female
null
Single
null
Master's
Self-Employed
38.739256
Urban
Comprehensive
null
5
706
3
2022-11-15 15:21:39.237118
null
Yes
Weekly
House
434
1,183,797
34
Male
77,538
Single
3
High School
Unemployed
23.913478
Rural
Basic
0
2
308
5
2021-09-09 15:21:39.097737
Good
Yes
Daily
House
563
1,183,798
19
Female
25,414
Married
0
High School
Unemployed
24.236715
Suburban
Comprehensive
2
19
784
8
2024-05-15 15:21:39.081504
Good
Yes
Daily
Condo
549
1,183,799
28
Female
23,465
Single
null
Bachelor's
null
9.890509
Urban
Premium
2
1
489
6
2023-10-25 15:21:39.117183
Poor
No
Weekly
House
2,305