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
24,800
49
Female
3,151
Married
3
PhD
Unemployed
20.639042
Rural
Basic
null
9
411
7
2020-11-02 15:21:39.096739
Average
No
Rarely
Condo
308
24,801
37
Female
16,069
Married
1
Bachelor's
Unemployed
33.723008
Suburban
Comprehensive
null
15
437
2
2020-11-12 15:21:39.126661
Poor
Yes
Weekly
Condo
713
24,802
29
Female
null
Married
2
Master's
null
21.927508
Suburban
Premium
1
14
662
6
2021-11-04 15:21:39.257696
Poor
Yes
Daily
Apartment
381
24,803
42
Female
16,306
Divorced
1
High School
null
27.053822
Rural
Basic
null
10
716
4
2022-05-10 15:21:39.208842
null
No
Daily
House
1,067
24,804
62
Male
24,752
Divorced
3
High School
null
29.914564
Suburban
Comprehensive
3
15
602
8
2020-01-24 15:21:39.179186
Poor
Yes
Weekly
Apartment
704
24,805
48
Male
28,982
Divorced
0
Master's
Self-Employed
40.263207
Rural
Comprehensive
0
6
521
5
2020-04-15 15:21:39.153733
null
No
Daily
Condo
620
24,806
35
Male
14,201
Divorced
0
High School
Employed
5.917235
Urban
Basic
null
7
null
6
2020-09-01 15:21:39.201446
Poor
No
Weekly
Condo
786
24,807
52
Male
18,799
Married
1
Master's
Self-Employed
5.826338
Urban
Basic
0
19
324
7
2021-04-14 15:21:39.279729
Good
No
Weekly
Condo
852
24,808
26
Female
20,805
Single
4
Bachelor's
null
45.603321
Urban
Basic
null
1
731
1
2023-09-15 15:21:39.181605
Poor
Yes
Weekly
House
813
24,809
32
Female
29,786
Single
null
High School
Employed
17.270154
Urban
Premium
null
10
728
8
2021-11-17 15:21:39.204790
Average
Yes
Rarely
Apartment
150
24,810
30
Female
1,789
Married
0
Bachelor's
Unemployed
22.907865
Rural
Comprehensive
0
5
505
4
2020-02-01 15:21:39.266452
Good
Yes
Monthly
Condo
587
24,811
64
Male
5,547
Divorced
0
High School
Self-Employed
47.08868
Urban
Basic
0
2
572
4
2020-03-10 15:21:39.197445
Average
No
Monthly
Apartment
2,160
24,812
21
Female
44,393
Divorced
2
High School
Employed
46.551831
Rural
Premium
null
13
null
7
2022-09-26 15:21:39.256696
Poor
No
Monthly
Condo
648
24,813
39
Male
138,026
Single
4
High School
null
8.244867
Rural
Premium
null
5
364
8
2024-05-12 15:21:39.134960
Good
No
Daily
Apartment
1,582
24,814
38
Male
18,679
Married
1
PhD
Employed
7.294095
Urban
Comprehensive
null
17
681
4
2022-11-16 15:21:39.258696
Good
Yes
Monthly
House
484
24,815
39
Female
49,012
Single
2
Master's
Unemployed
46.906378
Rural
Comprehensive
null
2
481
4
2024-05-10 15:21:39.105504
Poor
Yes
Weekly
Condo
2,288
24,816
64
Female
17,093
Single
3
Bachelor's
Unemployed
28.827573
Rural
Basic
1
0
698
8
2020-05-17 15:21:39.084065
Average
Yes
Monthly
Condo
2,038
24,817
52
Male
57,845
Single
null
PhD
null
13.143517
Suburban
Comprehensive
1
9
316
1
2020-04-20 15:21:39.155231
Average
No
Monthly
Apartment
1,305
24,818
46
Male
23,429
Single
0
High School
null
32.879209
Urban
Comprehensive
null
12
null
3
2021-09-20 15:21:39.237118
Average
No
Weekly
House
744
24,819
31
Female
129,479
Single
4
Master's
Employed
28.42097
Suburban
Comprehensive
null
14
386
1
2021-08-19 15:21:39.144722
Good
Yes
Weekly
House
86
24,820
21
Male
25,776
Single
4
Bachelor's
null
23.038225
Rural
Comprehensive
1
10
629
2
2024-07-27 15:21:39.151732
null
No
Monthly
House
1,684
24,821
37
Female
25,199
Single
2
High School
Unemployed
5.096504
Urban
Basic
null
8
648
1
2022-10-03 15:21:39.173834
null
Yes
Rarely
House
2,140
24,822
47
Male
114,528
Divorced
2
Master's
null
15.449665
Urban
Basic
0
3
309
4
2022-07-27 15:21:39.164044
Average
Yes
Rarely
House
1,115
24,823
63
Female
81,274
Divorced
2
Master's
null
27.951603
Urban
Comprehensive
1
19
521
6
2022-11-19 15:21:39.226954
Poor
Yes
Daily
Condo
165
24,824
26
Female
6,134
Divorced
1
Bachelor's
Self-Employed
30.572975
Suburban
Basic
1
0
709
3
2020-02-28 15:21:39.259788
Average
Yes
Rarely
Condo
688
24,825
37
Male
5,768
Single
4
Bachelor's
Employed
45.054248
Rural
Basic
1
17
658
4
2022-11-15 15:21:39.285112
Poor
No
Monthly
Condo
3,472
24,826
53
Male
1,154
Divorced
0
PhD
null
28.811404
Rural
Comprehensive
0
9
798
1
2021-05-24 15:21:39.095696
Average
Yes
Rarely
Apartment
4,172
24,827
null
Female
6,863
Married
1
Bachelor's
Employed
21.817125
Suburban
Premium
1
1
571
6
2023-11-25 15:21:39.134960
Good
Yes
Daily
Apartment
1,334
24,828
26
Female
61,549
Divorced
1
High School
Self-Employed
48.563527
Rural
Comprehensive
2
4
null
6
2021-08-31 15:21:39.237118
null
Yes
Rarely
House
973
24,829
32
Male
39,644
Divorced
1
PhD
null
46.974133
Rural
Comprehensive
1
12
804
5
2023-09-05 15:21:39.155231
Average
No
Rarely
House
603
24,830
49
Female
20,594
Married
4
Bachelor's
Employed
7.439817
Suburban
Basic
null
14
591
1
2022-03-15 15:21:39.132191
Good
Yes
Weekly
House
150
24,831
58
Female
24,266
Divorced
1
Bachelor's
null
18.393985
Suburban
Comprehensive
0
3
779
4
2022-08-15 15:21:39.134960
Average
Yes
Monthly
Condo
819
24,832
49
Female
33,018
Married
2
Bachelor's
null
28.839475
Urban
Basic
1
0
788
1
2022-09-04 15:21:39.143708
Poor
Yes
Weekly
Apartment
524
24,833
null
Male
null
Divorced
null
Bachelor's
Self-Employed
18.623867
Suburban
Basic
2
13
446
2
2023-09-24 15:21:39.222387
Good
No
Daily
Apartment
1,547
24,834
46
Female
null
Single
0
Master's
null
14.4464
Suburban
Basic
null
9
476
5
2020-10-17 15:21:39.148733
Poor
Yes
Rarely
Apartment
266
24,835
26
Male
106,042
Married
2
High School
null
35.54261
Urban
Comprehensive
2
3
null
6
2024-03-30 15:21:39.126661
null
Yes
Monthly
Condo
1,186
24,836
41
Male
84,513
Divorced
0
High School
null
28.071713
Urban
Comprehensive
null
17
303
4
2023-03-14 15:21:39.204790
Good
No
Monthly
Apartment
1,091
24,837
null
Female
24,661
Divorced
2
PhD
Employed
20.726893
Rural
Comprehensive
2
10
709
4
2019-11-07 15:21:39.100695
Poor
No
Daily
House
1,773
24,838
50
Female
5,813
Divorced
2
High School
Self-Employed
41.83812
Urban
Basic
0
19
774
1
2022-10-09 15:21:39.125660
Average
No
Weekly
House
566
24,839
51
Male
30,606
Married
2
PhD
Self-Employed
39.633011
Rural
Basic
1
9
null
8
2020-01-10 15:21:39.134960
Average
No
Rarely
Condo
2,701
24,840
50
Male
697
null
4
High School
Self-Employed
24.410436
Urban
Comprehensive
0
11
510
6
2019-09-05 15:21:39.237118
Good
Yes
Daily
Apartment
2,343
24,841
26
Female
1,054
Single
0
Master's
Employed
22.478856
Urban
Premium
1
9
401
4
2024-07-20 15:21:39.170099
Poor
Yes
Daily
House
885
24,842
62
Male
14,300
Married
2
Master's
null
13.353455
Rural
Basic
0
17
null
4
2024-01-22 15:21:39.285112
Average
Yes
Daily
Apartment
3,123
24,843
42
Female
23,188
Divorced
0
Master's
Self-Employed
21.624041
Suburban
Premium
1
16
665
7
2024-08-14 15:21:39.133866
Good
Yes
Monthly
Apartment
441
24,844
53
Male
36,071
Divorced
3
Master's
Unemployed
12.064893
Rural
Comprehensive
null
5
673
9
2023-06-30 15:21:39.148733
Poor
No
Weekly
Apartment
954
24,845
30
Male
42,542
Married
4
High School
Unemployed
22.619627
Rural
Premium
1
12
586
1
2020-06-24 15:21:39.204201
Poor
No
Daily
Apartment
123
24,846
21
Female
35,139
Married
2
PhD
Employed
14.829333
Urban
Premium
1
0
706
3
2020-08-23 15:21:39.173834
null
Yes
Monthly
Condo
587
24,847
49
Female
85,556
Single
4
PhD
Employed
25.749452
Urban
Premium
2
7
454
9
2022-01-11 15:21:39.091080
Good
Yes
Monthly
Apartment
801
24,848
19
Male
30,546
Married
3
Bachelor's
Self-Employed
34.570736
Urban
Premium
2
7
833
7
2020-01-07 15:21:39.251142
Good
No
Rarely
Apartment
790
24,849
58
Female
44,773
Single
3
PhD
Employed
25.996316
Suburban
Basic
null
6
459
3
2019-09-16 15:21:39.166062
Poor
Yes
Daily
House
1,113
24,850
59
Female
32,308
Single
4
Master's
Self-Employed
13.703897
Suburban
Premium
null
4
705
4
2019-10-12 15:21:39.198406
Poor
Yes
Rarely
Apartment
2,211
24,851
22
Male
43,984
Married
2
Master's
Unemployed
17.816001
Suburban
Comprehensive
null
2
800
5
2023-03-15 15:21:39.235012
Good
No
Weekly
Apartment
1,501
24,852
19
Female
70,670
Single
3
PhD
Unemployed
17.883825
Urban
Premium
null
10
471
9
2020-03-17 15:21:39.144722
Average
Yes
Daily
Condo
4,029
24,853
54
Male
60,817
Married
4
Master's
Employed
17.263369
Urban
Basic
null
8
409
5
2021-01-21 15:21:39.274993
Average
No
Monthly
House
240
24,854
59
Female
44,756
Married
null
High School
Employed
24.040811
Urban
Basic
1
18
678
7
2019-12-12 15:21:39.087123
Average
Yes
Rarely
Condo
1,005
24,855
45
Male
20,672
Married
3
PhD
Unemployed
26.897201
Rural
Premium
null
16
null
7
2021-09-23 15:21:39.168099
Average
Yes
Rarely
Apartment
618
24,856
56
Female
23,457
Married
1
PhD
Employed
21.982317
Rural
Basic
2
7
null
1
2022-02-26 15:21:39.222387
Average
No
Daily
House
807
24,857
63
Male
20,891
Divorced
2
Master's
Employed
27.945654
Suburban
Premium
5
10
446
9
2023-07-04 15:21:39.126661
Poor
No
Weekly
Condo
1,750
24,858
52
Female
49,212
Married
4
Master's
Self-Employed
10.822761
Urban
Premium
null
10
840
5
2024-03-13 15:21:39.214388
Average
Yes
Weekly
Apartment
102
24,859
62
Female
5,879
Married
null
High School
Unemployed
8.470711
Suburban
Premium
2
16
731
1
2023-12-21 15:21:39.175719
null
Yes
Daily
House
904
24,860
35
Female
39,791
Divorced
2
High School
Self-Employed
45.923148
Suburban
Comprehensive
1
15
449
1
2023-11-30 15:21:39.134960
Average
Yes
Rarely
House
931
24,861
55
Male
null
Married
null
Bachelor's
Self-Employed
27.566197
Rural
Basic
2
14
475
1
2019-10-13 15:21:39.155231
Average
Yes
Daily
Apartment
1,797
24,862
null
Female
125,021
Divorced
2
Master's
null
43.526835
Suburban
Basic
1
16
316
8
2021-11-16 15:21:39.237118
Good
Yes
Monthly
Apartment
205
24,863
28
Male
29,082
Married
3
Bachelor's
Employed
12.72669
Urban
Comprehensive
1
16
685
9
2023-04-12 15:21:39.093681
Average
No
Daily
Condo
981
24,864
38
Female
118,415
Single
3
High School
Self-Employed
40.482464
Rural
Basic
0
14
319
9
2023-08-28 15:21:39.261856
Average
Yes
Rarely
House
698
24,865
48
Female
989
Divorced
4
Master's
Employed
21.486699
Rural
Basic
1
12
354
7
2023-03-02 15:21:39.087123
Good
No
Weekly
Condo
958
24,866
22
Male
68,148
Married
0
Master's
Self-Employed
27.64844
Suburban
Basic
1
14
342
2
2023-09-24 15:21:39.223390
Poor
Yes
Monthly
Condo
3,183
24,867
22
Female
8,098
Married
0
High School
null
14.908386
Rural
Comprehensive
0
5
434
2
2021-02-20 15:21:39.134960
Good
Yes
Rarely
House
597
24,868
21
Male
4,094
Married
4
PhD
null
21.86513
Rural
Premium
3
8
492
6
2020-09-13 15:21:39.134960
Good
No
Daily
Condo
1,246
24,869
20
Female
7,863
Divorced
0
Bachelor's
null
8.243096
Suburban
Premium
1
14
409
2
2024-04-29 15:21:39.282785
Average
No
Rarely
Condo
2,258
24,870
43
Female
36,639
Single
2
PhD
null
24.333574
Suburban
Comprehensive
null
19
null
4
2022-09-26 15:21:39.276901
Poor
Yes
Daily
Apartment
322
24,871
36
Female
13,881
Single
2
Master's
Employed
32.86564
Rural
Premium
null
3
null
7
2020-11-10 15:21:39.250151
Good
Yes
Weekly
Condo
1,668
24,872
18
Female
2,932
Married
4
Master's
Unemployed
37.246028
Rural
Premium
1
8
799
6
2022-06-22 15:21:39.155231
null
No
Daily
Apartment
939
24,873
49
Male
null
Divorced
4
PhD
null
8.983926
Urban
Comprehensive
3
19
320
6
2021-01-14 15:21:39.200452
null
No
Weekly
House
1,139
24,874
28
Male
61,132
Divorced
null
High School
Self-Employed
22.997585
Suburban
Premium
0
6
null
3
2020-03-15 15:21:39.274993
null
No
Daily
Condo
2,170
24,875
38
Male
15,913
Divorced
0
Master's
Unemployed
7.838789
Rural
Comprehensive
0
4
null
5
2023-11-22 15:21:39.093681
Good
Yes
Rarely
House
159
24,876
64
Male
5,932
Divorced
2
Bachelor's
null
28.86936
Rural
Comprehensive
null
0
null
3
2021-03-18 15:21:39.237118
Good
Yes
Monthly
House
1,029
24,877
36
Female
61,573
Married
4
Bachelor's
Unemployed
9.924703
Suburban
Basic
1
11
500
5
2023-06-20 15:21:39.191219
null
Yes
Daily
Condo
159
24,878
44
Male
141,167
Divorced
0
PhD
Employed
39.319815
Suburban
Premium
2
14
834
5
2022-04-22 15:21:39.144722
Average
No
Monthly
Condo
150
24,879
37
Male
134,059
Divorced
0
PhD
Employed
38.55647
Suburban
Basic
1
7
462
8
2022-02-26 15:21:39.170099
Average
Yes
Daily
Apartment
49
24,880
42
Male
16,210
Single
0
High School
null
10.867153
Suburban
Premium
0
9
null
9
2021-06-06 15:21:39.286113
Poor
Yes
Daily
House
1,153
24,881
47
Female
103,025
Married
3
High School
null
19.132963
Rural
Comprehensive
1
16
473
7
2019-12-31 15:21:39.266452
Average
No
Monthly
Apartment
365
24,882
52
Male
9,084
Married
2
Bachelor's
Self-Employed
49.292623
Urban
Comprehensive
null
16
579
8
2022-05-03 15:21:39.184157
Good
Yes
Weekly
Apartment
729
24,883
36
Male
52,657
Single
0
Bachelor's
Self-Employed
33.096386
Suburban
Basic
0
17
334
7
2022-11-27 15:21:39.237118
Poor
Yes
Daily
Condo
1,055
24,884
47
Male
8,841
Single
3
High School
null
35.11595
Rural
Comprehensive
1
1
712
2
2024-06-19 15:21:39.172097
Good
No
Weekly
House
23
24,885
53
Female
17,553
Single
4
Master's
Self-Employed
28.587558
Suburban
Premium
3
5
null
9
2022-02-20 15:21:39.134960
Good
No
Monthly
Condo
728
24,886
18
Male
25,648
Single
0
Bachelor's
null
52.476519
Rural
Comprehensive
1
14
524
5
2023-03-14 15:21:39.188220
Good
Yes
Monthly
House
881
24,887
37
Female
90,952
Married
2
Bachelor's
Employed
29.696863
Suburban
Comprehensive
null
10
632
9
2021-08-30 15:21:39.089116
Good
Yes
Weekly
House
4,277
24,888
47
Female
16,190
Single
1
PhD
Self-Employed
10.752315
Rural
Basic
2
10
499
6
2019-12-04 15:21:39.081504
Good
No
Rarely
Apartment
26
24,889
42
Male
null
Divorced
4
PhD
Unemployed
31.724409
Urban
Comprehensive
null
19
446
6
2021-11-19 15:21:39.155231
Average
No
Weekly
House
2,369
24,890
58
Male
26,248
Divorced
4
Bachelor's
Self-Employed
null
Rural
Premium
null
11
443
7
2020-11-06 15:21:39.252145
Poor
No
Daily
Apartment
597
24,891
20
Female
6,427
Divorced
1
PhD
Self-Employed
26.012289
Urban
Basic
null
17
null
7
2023-03-10 15:21:39.172097
Poor
No
Daily
House
546
24,892
38
Male
39,741
Single
0
Bachelor's
Employed
39.813243
Suburban
Comprehensive
null
7
782
4
2022-12-26 15:21:39.233998
Good
Yes
Rarely
Apartment
576
24,893
27
Female
6,632
Single
2
PhD
Employed
29.951248
Suburban
Premium
0
2
317
4
2021-03-21 15:21:39.175719
Good
Yes
Monthly
Apartment
925
24,894
53
Male
40,881
Married
4
High School
Unemployed
17.719352
Urban
Premium
null
9
487
6
2023-01-15 15:21:39.176717
Poor
No
Daily
Apartment
30
24,895
42
Female
97,786
Divorced
0
High School
Self-Employed
22.818278
Suburban
Basic
1
18
485
6
2023-05-21 15:21:39.155231
null
No
Daily
Apartment
725
24,896
43
Male
44,928
Married
null
High School
Self-Employed
26.878682
Rural
Comprehensive
0
7
739
2
2022-11-16 15:21:39.134960
Average
Yes
Weekly
House
1,630
24,897
47
Male
27,114
Single
0
PhD
Self-Employed
52.958867
Urban
Premium
1
0
null
9
2020-07-02 15:21:39.223901
Average
Yes
Rarely
House
1,433
24,898
36
Male
124,484
Single
4
Bachelor's
Employed
49.756552
Rural
Premium
1
10
493
7
2020-07-24 15:21:39.289099
Poor
Yes
Rarely
Condo
4,981
24,899
35
Female
91,956
null
1
PhD
Employed
31.122517
Rural
Premium
0
1
356
3
2021-07-05 15:21:39.188220
Average
Yes
Weekly
House
1,054