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
14,700
48
Female
25,166
Divorced
3
Master's
Self-Employed
null
Rural
Basic
null
8
676
8
2021-01-08 15:21:39.245086
Average
Yes
Daily
Apartment
1,179
14,701
53
Female
3,575
Divorced
0
PhD
Self-Employed
null
Suburban
Premium
0
2
595
9
2024-04-20 15:21:39.146733
Poor
No
Weekly
Condo
25
14,702
47
Female
2,579
Single
null
Bachelor's
Employed
25.893671
Suburban
Basic
null
10
572
7
2019-11-09 15:21:39.192212
Average
Yes
Daily
Apartment
486
14,703
43
Male
14,085
Married
0
Master's
Employed
28.071228
Rural
Premium
0
16
null
2
2022-01-20 15:21:39.261856
Good
Yes
Monthly
House
823
14,704
53
Female
null
Married
3
High School
Unemployed
21.723492
Urban
Premium
1
10
556
6
2023-06-23 15:21:39.175719
Good
Yes
Rarely
Condo
246
14,705
31
Male
11,808
Divorced
4
High School
Employed
3.75138
Rural
Basic
2
12
624
6
2022-02-20 15:21:39.179186
Average
No
Weekly
House
1,328
14,706
46
Male
3,801
Single
0
Master's
Self-Employed
6.064353
Urban
Comprehensive
1
15
531
3
2023-02-24 15:21:39.134960
Poor
No
Rarely
Condo
24
14,707
61
Male
8,081
Single
4
PhD
Employed
10.66097
Suburban
Basic
0
12
465
3
2023-05-02 15:21:39.201446
Average
Yes
Daily
House
61
14,708
48
Female
2,089
Single
2
PhD
Unemployed
30.98811
Rural
Premium
2
12
573
8
2020-08-09 15:21:39.112553
Good
Yes
Daily
House
454
14,709
56
Female
96,788
Single
2
PhD
Employed
39.59082
Suburban
Premium
null
9
424
8
2024-06-15 15:21:39.283783
Good
No
Monthly
Condo
807
14,710
37
Female
35,118
Single
1
PhD
Employed
32.865672
Rural
Premium
1
19
471
2
2019-08-19 15:21:39.269494
Good
Yes
Daily
Condo
843
14,711
27
Male
51,325
Divorced
null
PhD
null
8.787904
Rural
Basic
null
19
427
4
2021-10-04 15:21:39.133866
Poor
No
Daily
Apartment
1,326
14,712
20
Female
44,604
Divorced
4
PhD
Employed
15.927961
Urban
Basic
2
3
786
7
2020-02-02 15:21:39.148733
Poor
Yes
Daily
Condo
821
14,713
45
Male
28,791
Single
3
PhD
null
27.049595
Urban
Comprehensive
0
17
574
1
2023-04-29 15:21:39.172097
Average
No
Monthly
House
101
14,714
36
Female
25,961
Married
4
Master's
Self-Employed
22.826357
Suburban
Basic
0
8
456
2
2024-06-03 15:21:39.087123
Average
No
Daily
Condo
1,637
14,715
42
Male
42,290
Married
3
Master's
Self-Employed
13.956258
Rural
Comprehensive
null
5
563
3
2021-11-05 15:21:39.155231
Average
Yes
Rarely
House
1,267
14,716
39
Male
24,983
Divorced
1
Bachelor's
Unemployed
20.356789
Urban
Comprehensive
1
7
628
8
2024-05-18 15:21:39.092127
Poor
No
Monthly
House
646
14,717
40
Female
125
Married
null
Bachelor's
Self-Employed
34.352893
Suburban
Comprehensive
0
0
595
5
2024-04-07 15:21:39.287115
Average
No
Rarely
Condo
468
14,718
27
Female
4,720
Divorced
2
Bachelor's
Self-Employed
32.465815
Urban
Basic
2
16
null
1
2023-10-31 15:21:39.206847
Average
Yes
Monthly
House
2,481
14,719
63
Female
113,870
Single
3
Master's
Self-Employed
24.711706
Rural
Basic
0
13
309
1
2022-05-28 15:21:39.134960
null
Yes
Weekly
Condo
745
14,720
37
Female
37,433
Divorced
0
Master's
null
39.049447
Rural
Premium
1
9
489
5
2022-08-25 15:21:39.261856
Poor
Yes
Weekly
Condo
1,736
14,721
28
Male
14,147
Single
4
Bachelor's
null
17.976205
Rural
Basic
0
1
722
1
2022-01-20 15:21:39.236064
Average
No
Weekly
House
1,368
14,722
42
Male
2,359
Married
3
Master's
Employed
26.827303
Rural
Comprehensive
0
19
387
9
2023-08-06 15:21:39.201446
Average
Yes
Weekly
Condo
1,036
14,723
35
Female
81,491
Single
3
Master's
Self-Employed
40.63869
Suburban
Premium
0
4
775
3
2019-10-18 15:21:39.190215
Poor
Yes
Weekly
Apartment
2,158
14,724
45
Female
19,186
Married
1
Master's
Employed
18.262206
Urban
Premium
2
9
757
8
2022-04-18 15:21:39.134960
Good
Yes
Daily
House
1,590
14,725
28
Male
29,092
Married
4
Master's
Unemployed
21.087884
Rural
Basic
null
1
804
8
2023-01-04 15:21:39.134960
Poor
Yes
Rarely
House
2,053
14,726
62
Female
24,533
null
1
Master's
Self-Employed
43.692205
Urban
Basic
null
12
614
3
2021-07-09 15:21:39.092127
Poor
Yes
Daily
Apartment
500
14,727
20
Female
12,881
Married
4
PhD
null
26.823294
Suburban
Comprehensive
0
11
637
1
2021-04-13 15:21:39.147735
Poor
Yes
Monthly
House
2,104
14,728
38
Male
27,299
Single
1
High School
Self-Employed
12.182497
Suburban
Comprehensive
null
13
478
7
2022-05-22 15:21:39.147735
null
Yes
Weekly
Apartment
1,275
14,729
35
Male
113,026
Married
1
PhD
Self-Employed
52.897747
Suburban
Comprehensive
null
6
735
9
2019-10-14 15:21:39.113566
Good
Yes
Daily
Apartment
804
14,730
19
Female
452
Married
2
Master's
Unemployed
20.964453
Rural
Basic
1
17
413
5
2023-02-02 15:21:39.098696
Poor
Yes
Rarely
Apartment
845
14,731
49
Male
14,755
Married
4
High School
Self-Employed
15.976646
Rural
Premium
1
17
424
1
2021-07-15 15:21:39.188220
Average
No
Rarely
Condo
1,072
14,732
48
Female
133,650
Divorced
1
PhD
Unemployed
19.895369
Suburban
Comprehensive
null
19
497
4
2022-08-31 15:21:39.250151
null
Yes
Rarely
House
4,307
14,733
61
Female
10,066
Divorced
3
High School
Self-Employed
14.546822
Suburban
Premium
null
12
783
2
2021-02-25 15:21:39.192212
Good
No
Daily
Condo
1,290
14,734
43
Female
38,305
Single
4
High School
Unemployed
24.617977
Urban
Comprehensive
1
5
515
3
2021-12-12 15:21:39.084065
Average
No
Rarely
House
651
14,735
63
Female
15,123
null
2
PhD
null
19.26792
Suburban
Comprehensive
0
13
634
6
2021-05-08 15:21:39.251142
Average
No
Weekly
House
841
14,736
44
Male
51,810
Married
4
PhD
Unemployed
9.802389
Rural
Comprehensive
null
8
null
6
2024-02-23 15:21:39.282785
Good
No
Rarely
House
391
14,737
24
Female
84,570
Married
3
Bachelor's
Unemployed
17.335413
Suburban
Comprehensive
null
11
311
9
2024-06-26 15:21:39.245086
null
Yes
Monthly
Apartment
2,732
14,738
57
Female
3,591
Divorced
null
High School
Unemployed
22.711598
Urban
Premium
3
11
683
3
2023-01-25 15:21:39.180553
Average
Yes
Rarely
House
1,086
14,739
26
Female
12,894
Married
4
High School
Employed
15.566238
Suburban
Basic
null
7
694
1
2023-07-12 15:21:39.209847
Poor
No
Monthly
Apartment
728
14,740
35
Female
27,217
Married
2
Master's
Self-Employed
25.664512
Urban
Basic
0
4
442
5
2024-08-01 15:21:39.283783
Good
Yes
Daily
Condo
1,301
14,741
24
Female
null
Divorced
4
High School
Employed
10.928669
Urban
Premium
1
18
718
3
2024-02-17 15:21:39.104139
Poor
No
Rarely
Condo
151
14,742
21
Male
745
Divorced
1
Bachelor's
null
45.939085
Rural
Comprehensive
0
4
552
8
2019-08-20 15:21:39.134960
Poor
No
Monthly
House
1,207
14,743
24
Female
51,733
Married
2
PhD
null
32.8165
Urban
Premium
null
9
637
3
2020-11-03 15:21:39.250151
Poor
Yes
Monthly
House
302
14,744
60
Male
9,591
Single
1
Master's
Self-Employed
43.146215
Rural
Comprehensive
null
17
652
5
2024-03-12 15:21:39.155231
Average
Yes
Monthly
Condo
1,032
14,745
58
Male
29,097
Single
4
High School
Unemployed
24.14771
Suburban
Basic
0
8
488
4
2021-11-20 15:21:39.080440
Poor
No
Daily
Apartment
1,131
14,746
42
Male
17,561
Married
0
PhD
null
23.754814
Urban
Basic
0
8
647
9
2021-05-16 15:21:39.155231
Average
No
Rarely
Condo
642
14,747
55
Male
117,933
Single
4
Bachelor's
Employed
21.982994
Suburban
Premium
3
8
611
1
2023-03-21 15:21:39.134960
Poor
No
Monthly
Condo
2,636
14,748
58
Female
75,845
Single
4
Master's
Employed
36.876235
Rural
Premium
2
19
432
2
2024-06-29 15:21:39.134960
Average
No
Daily
House
829
14,749
30
Female
34,392
Married
2
PhD
null
10.774476
Suburban
Comprehensive
null
4
504
8
2021-11-20 15:21:39.273973
Poor
Yes
Daily
Apartment
2,975
14,750
47
Female
105,578
Divorced
null
Bachelor's
Employed
18.913763
Rural
Comprehensive
null
6
360
6
2021-03-18 15:21:39.266452
Poor
No
Daily
Condo
2,333
14,751
null
Male
23,192
Married
0
Master's
Self-Employed
45.990796
Rural
Comprehensive
1
9
442
6
2021-02-11 15:21:39.081504
Poor
Yes
Daily
House
1,485
14,752
57
Male
96,518
Single
1
PhD
null
21.372999
Rural
Comprehensive
2
16
null
8
2023-03-22 15:21:39.091080
null
No
Monthly
Condo
903
14,753
57
Male
25,862
Married
null
PhD
Self-Employed
37.629519
Urban
Premium
2
18
706
3
2023-10-04 15:21:39.134960
Poor
Yes
Monthly
Apartment
619
14,754
36
Male
26,791
Married
null
High School
Employed
36.067467
Urban
Basic
null
14
null
9
2021-11-05 15:21:39.106582
Poor
No
Monthly
Apartment
1,196
14,755
60
Male
30,335
Divorced
0
High School
Employed
11.917675
Urban
Premium
4
16
null
1
2022-01-01 15:21:39.218388
Poor
Yes
Rarely
Condo
829
14,756
55
Female
11,229
Divorced
null
Master's
Unemployed
39.811174
Rural
Basic
null
2
575
9
2021-11-20 15:21:39.155231
Average
No
Monthly
House
1,020
14,757
24
Female
45,233
Married
3
PhD
null
8.451528
Urban
Basic
null
4
422
2
2019-12-01 15:21:39.129190
Good
Yes
Rarely
House
740
14,758
59
Male
5,835
Married
null
High School
Unemployed
37.982454
Suburban
Basic
0
10
761
7
2019-09-29 15:21:39.146733
Good
No
Weekly
House
931
14,759
50
Male
40,981
Married
2
PhD
Employed
30.939647
Urban
Basic
null
2
703
1
2021-01-16 15:21:39.280784
Average
No
Weekly
Condo
755
14,760
46
Male
2,514
Married
0
Master's
Unemployed
27.013324
Suburban
Premium
0
15
591
7
2021-03-22 15:21:39.209847
Poor
No
Daily
Apartment
421
14,761
54
Male
27,965
Married
null
PhD
Unemployed
43.848367
Urban
Basic
1
17
713
1
2022-08-22 15:21:39.206847
Good
No
Weekly
Apartment
23
14,762
33
Male
null
Divorced
3
Bachelor's
Employed
24.160961
Suburban
Basic
2
4
622
9
2022-05-20 15:21:39.245086
Average
No
Rarely
Apartment
3,042
14,763
40
Female
18,447
Single
3
High School
Self-Employed
20.64973
Urban
Comprehensive
null
7
817
9
2024-06-17 15:21:39.085129
Poor
Yes
Weekly
Condo
763
14,764
23
Female
61,432
Married
null
Master's
Unemployed
19.170077
Rural
Comprehensive
2
18
634
9
2023-08-07 15:21:39.086123
null
Yes
Rarely
House
45
14,765
40
Female
143,499
Single
3
Bachelor's
Self-Employed
31.77667
Rural
Comprehensive
1
0
807
2
2020-01-23 15:21:39.092127
Average
No
Weekly
House
49
14,766
39
Male
8,407
Married
4
Bachelor's
Self-Employed
46.26615
Urban
Comprehensive
0
3
301
8
2023-06-30 15:21:39.107553
null
No
Rarely
Apartment
489
14,767
31
Male
139,516
Married
null
Master's
null
null
Rural
Comprehensive
2
0
837
3
2023-02-20 15:21:39.116179
Poor
Yes
Daily
Apartment
2,343
14,768
35
Male
96,601
Divorced
2
Bachelor's
Employed
16.884078
Urban
Comprehensive
null
1
343
3
2020-01-09 15:21:39.154008
Average
Yes
Weekly
Apartment
1,338
14,769
31
Male
4,891
Single
3
PhD
Self-Employed
28.14162
Suburban
Basic
0
0
417
9
2020-08-06 15:21:39.197445
Average
No
Rarely
Condo
2,061
14,770
63
Male
545
Married
1
PhD
Self-Employed
13.724962
Suburban
Basic
0
16
538
6
2020-01-03 15:21:39.180553
Good
No
Weekly
House
28
14,771
27
Male
15,886
Single
3
Master's
Self-Employed
39.279971
Urban
Comprehensive
1
2
668
5
2022-11-20 15:21:39.086123
Poor
Yes
Rarely
House
3,290
14,772
21
Female
39,042
Married
1
Master's
null
40.366829
Rural
Basic
null
11
361
5
2024-07-31 15:21:39.084065
Poor
No
Weekly
House
2,893
14,773
40
Female
15,556
Divorced
0
Bachelor's
Unemployed
39.556827
Suburban
Basic
2
18
561
3
2024-07-09 15:21:39.237118
Good
Yes
Monthly
Condo
3,472
14,774
57
Male
3,079
Divorced
1
Bachelor's
Employed
32.049235
Rural
Comprehensive
0
0
690
8
2022-04-19 15:21:39.220389
Good
No
Weekly
Apartment
2,396
14,775
36
Male
5,749
Divorced
null
Bachelor's
Employed
14.774919
Suburban
Comprehensive
null
2
783
4
2023-10-03 15:21:39.196387
Poor
Yes
Monthly
Apartment
1,175
14,776
24
Female
27,306
Married
2
PhD
Self-Employed
21.177713
Rural
Comprehensive
1
14
695
8
2023-11-20 15:21:39.287115
Good
No
Monthly
Condo
1,850
14,777
33
Male
25,453
Divorced
1
Master's
null
27.272567
Urban
Basic
3
13
null
5
2022-01-15 15:21:39.270454
Poor
No
Weekly
House
1,664
14,778
39
Male
7,609
Married
1
Master's
null
34.867494
Rural
Premium
1
5
418
1
2020-12-12 15:21:39.180553
Poor
No
Daily
House
750
14,779
36
Female
25,602
Single
null
High School
Employed
23.359727
Suburban
Basic
0
8
774
2
2021-07-24 15:21:39.253660
Poor
Yes
Weekly
House
34
14,780
29
Male
8,444
Single
2
PhD
Unemployed
22.056608
Rural
Premium
0
19
779
4
2021-10-25 15:21:39.192212
Average
No
Monthly
House
240
14,781
62
Male
39,460
Divorced
2
Bachelor's
null
3.038891
Suburban
Premium
1
9
542
9
2024-05-19 15:21:39.252145
Average
Yes
Daily
Apartment
39
14,782
49
Male
85,945
Single
4
High School
null
34.593551
Rural
Premium
0
19
null
6
2020-09-17 15:21:39.124659
null
Yes
Daily
Condo
398
14,783
38
Female
66,728
Married
null
High School
Self-Employed
51.065799
Suburban
Basic
1
1
null
6
2021-12-31 15:21:39.274993
Poor
Yes
Rarely
House
1,588
14,784
54
Male
32,483
Married
0
PhD
null
9.844883
Rural
Premium
1
1
513
7
2022-11-14 15:21:39.079128
Good
No
Weekly
House
925
14,785
22
Male
76,848
Single
null
Bachelor's
Employed
31.286926
Urban
Comprehensive
0
5
752
7
2021-10-12 15:21:39.220389
Poor
Yes
Weekly
Apartment
359
14,786
18
Female
13,165
Single
1
PhD
null
13.749835
Rural
Premium
0
10
831
8
2024-02-26 15:21:39.259788
Average
Yes
Daily
House
1,340
14,787
27
Female
55,437
Single
0
High School
Self-Employed
48.373007
Rural
Comprehensive
null
12
640
8
2021-11-16 15:21:39.204790
Average
No
Monthly
House
385
14,788
60
Female
3,562
Divorced
0
Bachelor's
Employed
49.963114
Urban
Comprehensive
null
7
507
4
2021-02-19 15:21:39.236064
Poor
Yes
Monthly
Apartment
1,226
14,789
64
Female
21,421
Single
1
Master's
Employed
17.739093
Rural
Basic
1
12
728
4
2023-07-18 15:21:39.134960
Good
Yes
Monthly
Apartment
1,258
14,790
19
Male
1,267
Married
2
Master's
null
26.181737
Suburban
Comprehensive
0
15
null
5
2023-08-16 15:21:39.228521
Poor
No
Daily
House
2,140
14,791
26
Male
95,527
Married
4
Bachelor's
null
31.147088
Urban
Comprehensive
null
12
441
5
2023-10-16 15:21:39.261856
Poor
No
Monthly
Apartment
1,159
14,792
61
Male
53,543
Single
0
PhD
null
30.938329
Urban
Premium
0
0
308
7
2020-02-26 15:21:39.112553
Average
No
Rarely
Condo
824
14,793
53
Female
11,114
Single
0
High School
Self-Employed
null
Suburban
Premium
0
17
635
3
2022-09-27 15:21:39.155231
Good
No
Weekly
Condo
933
14,794
26
Female
16,272
Married
0
High School
Unemployed
4.595827
Suburban
Premium
null
4
788
5
2019-12-03 15:21:39.237118
null
Yes
Rarely
Apartment
1,832
14,795
46
Female
51,865
Divorced
3
PhD
Employed
19.393717
Rural
Premium
0
2
399
3
2022-03-18 15:21:39.182597
Good
Yes
Weekly
Apartment
3,307
14,796
20
Male
36,946
Single
3
PhD
null
42.991965
Rural
Premium
1
9
433
5
2023-06-02 15:21:39.208842
Good
Yes
Weekly
Apartment
373
14,797
24
Male
94,483
Divorced
3
Bachelor's
Unemployed
29.039671
Suburban
Comprehensive
1
2
391
8
2023-06-24 15:21:39.194829
Poor
No
Rarely
Apartment
2,214
14,798
51
Female
35,706
Divorced
4
High School
null
28.784214
Urban
Basic
1
2
521
3
2021-06-13 15:21:39.093681
Poor
Yes
Daily
Condo
576
14,799
29
Female
132,822
Single
3
PhD
Employed
14.944438
Urban
Premium
1
10
600
2
2020-11-16 15:21:39.155231
Average
No
Monthly
Condo
407