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
1,197,700
56
Female
46,787
Single
0
High School
Unemployed
null
Urban
Premium
null
9
761
2
2021-05-27 15:21:39.155231
null
Yes
Monthly
Condo
837
1,197,701
52
Male
1,258
Divorced
3
PhD
Unemployed
24.20657
Rural
Comprehensive
2
11
479
5
2023-11-11 15:21:39.222387
Poor
Yes
Weekly
House
518
1,197,702
41
Female
null
Married
0
PhD
Employed
40.564913
Suburban
Comprehensive
2
15
713
2
2020-03-30 15:21:39.079128
Good
Yes
Weekly
Apartment
2,044
1,197,703
57
Female
764
Single
1
High School
null
14.346513
Rural
Comprehensive
2
10
796
2
2021-06-23 15:21:39.082499
Good
No
Rarely
House
541
1,197,704
31
Male
28,112
Single
2
PhD
null
31.05655
Rural
Premium
0
7
816
5
2021-04-15 15:21:39.172097
Good
Yes
Weekly
Apartment
622
1,197,705
29
Male
16,026
Single
1
Master's
null
16.155896
Urban
Comprehensive
null
4
null
4
2024-04-14 15:21:39.226954
Average
Yes
Rarely
Apartment
160
1,197,706
48
Female
35,344
Divorced
0
PhD
Unemployed
17.957242
Rural
Comprehensive
0
8
745
5
2021-02-21 15:21:39.260856
Poor
Yes
Monthly
House
904
1,197,707
null
Male
38,176
Married
4
High School
Self-Employed
18.274974
Suburban
Basic
1
4
641
4
2022-07-25 15:21:39.150730
Poor
No
Daily
Condo
2,386
1,197,708
64
Male
91,245
null
4
High School
Self-Employed
5.894241
Rural
Basic
0
17
447
4
2023-12-14 15:21:39.134960
Good
Yes
Monthly
Condo
1,857
1,197,709
37
Female
116,230
null
4
Master's
Self-Employed
40.064918
Urban
Premium
0
11
648
9
2020-03-15 15:21:39.252145
Poor
Yes
Daily
House
2,155
1,197,710
58
Male
16,752
Single
4
Master's
Self-Employed
12.41777
Suburban
Premium
1
18
696
6
2021-01-28 15:21:39.229482
Good
No
Monthly
Condo
742
1,197,711
25
Female
12,053
Married
2
High School
Self-Employed
44.363351
Rural
Comprehensive
null
8
381
7
2024-05-29 15:21:39.200452
Good
No
Weekly
House
509
1,197,712
36
Male
9,071
Divorced
4
PhD
Self-Employed
30.087584
Rural
Basic
0
17
833
3
2019-12-12 15:21:39.237118
Good
Yes
Rarely
Apartment
1,207
1,197,713
26
Female
16,077
Single
3
Master's
null
19.59877
Urban
Comprehensive
null
18
786
6
2020-03-26 15:21:39.134960
Poor
Yes
Weekly
Condo
3,715
1,197,714
27
Female
84,238
Divorced
null
Bachelor's
null
35.0769
Urban
Basic
0
12
384
4
2021-01-11 15:21:39.280784
Good
Yes
Monthly
Condo
418
1,197,715
47
Male
14,054
Divorced
4
High School
Employed
14.967186
Suburban
Premium
null
2
537
4
2024-03-03 15:21:39.155231
Poor
Yes
Rarely
House
833
1,197,716
37
Male
3,851
Married
0
Bachelor's
Unemployed
25.03743
Suburban
Basic
2
0
null
4
2020-04-27 15:21:39.087123
Good
Yes
Weekly
House
489
1,197,717
49
Female
7,342
Single
1
Master's
null
7.746162
Suburban
Premium
1
0
759
9
2021-01-19 15:21:39.087123
Poor
Yes
Monthly
Condo
1,205
1,197,718
49
Female
122,600
Divorced
0
Bachelor's
Employed
26.592821
Rural
Basic
null
10
636
8
2023-03-10 15:21:39.250151
Poor
No
Daily
House
3,724
1,197,719
20
Female
14,881
Divorced
1
Bachelor's
null
6.278467
Rural
Basic
1
19
696
9
2021-12-23 15:21:39.237118
Good
Yes
Rarely
House
727
1,197,720
55
Male
43,720
Divorced
0
Master's
Self-Employed
24.83721
Rural
Comprehensive
0
19
815
1
2020-05-03 15:21:39.251142
Good
No
Monthly
Apartment
1,311
1,197,721
32
Male
97,515
Divorced
2
Bachelor's
Employed
29.924526
Rural
Basic
0
12
689
1
2024-01-13 15:21:39.251142
Good
Yes
Daily
Condo
168
1,197,722
35
Male
16,376
Single
1
High School
Unemployed
13.979751
Suburban
Premium
0
6
688
5
2019-10-17 15:21:39.134960
Average
No
Weekly
House
376
1,197,723
54
Female
6,503
Divorced
0
Bachelor's
Self-Employed
25.813953
Rural
Basic
1
17
null
7
2024-04-03 15:21:39.223901
Poor
No
Monthly
House
511
1,197,724
40
Male
15,187
Married
4
PhD
null
32.565428
Suburban
Comprehensive
null
2
384
1
2023-05-03 15:21:39.105504
Poor
No
Rarely
Apartment
3,073
1,197,725
45
Female
69,726
Single
1
Bachelor's
Unemployed
8.243393
Urban
Premium
null
4
420
8
2022-02-14 15:21:39.290098
Good
No
Daily
Condo
1,359
1,197,726
61
Male
17,983
Divorced
2
Master's
Employed
39.049075
Urban
Basic
0
8
682
9
2023-07-28 15:21:39.287115
Average
Yes
Weekly
Condo
381
1,197,727
47
Female
44,701
Single
0
Master's
Employed
10.827131
Rural
Comprehensive
null
16
744
1
2021-11-11 15:21:39.176717
Good
No
Monthly
Apartment
661
1,197,728
64
Male
4,740
Divorced
1
Bachelor's
Self-Employed
36.281695
Suburban
Comprehensive
null
14
731
4
2021-03-30 15:21:39.237118
Good
No
Weekly
House
336
1,197,729
52
Male
3,324
Married
4
High School
Self-Employed
13.907895
Rural
Comprehensive
2
5
697
8
2021-10-08 15:21:39.282785
Poor
Yes
Rarely
Apartment
2,478
1,197,730
31
Female
633
Single
0
High School
null
15.660093
Rural
Premium
null
13
506
2
2024-01-04 15:21:39.134960
Good
No
Monthly
Condo
1,059
1,197,731
45
Female
104,594
Single
0
High School
Employed
40.869139
Rural
Premium
0
5
522
5
2023-09-21 15:21:39.151732
Good
Yes
Daily
Condo
309
1,197,732
29
Female
2,594
Single
3
High School
null
21.89051
Urban
Premium
2
14
693
8
2021-08-03 15:21:39.134960
Good
Yes
Monthly
Apartment
531
1,197,733
28
Male
28,648
Single
4
High School
null
33.83651
Rural
Premium
null
18
null
7
2021-02-17 15:21:39.192212
Poor
Yes
Monthly
Condo
1,163
1,197,734
58
Female
499
Divorced
1
Master's
Unemployed
24.183315
Suburban
Comprehensive
2
19
510
2
2024-02-26 15:21:39.114118
Poor
Yes
Daily
Apartment
1,522
1,197,735
56
Female
85,791
Divorced
0
PhD
Self-Employed
51.327746
Rural
Basic
0
15
643
1
2021-01-11 15:21:39.167099
Good
Yes
Rarely
Condo
1,073
1,197,736
48
Female
59,746
Single
null
Bachelor's
null
21.516939
Suburban
Premium
0
2
null
5
2019-10-31 15:21:39.272456
null
Yes
Weekly
Condo
3,323
1,197,737
18
Male
64,955
Married
null
Master's
null
23.682311
Suburban
Premium
null
18
366
7
2021-09-03 15:21:39.126661
Good
Yes
Daily
Condo
2,371
1,197,738
57
Female
63,372
Divorced
3
PhD
Self-Employed
33.185882
Rural
Comprehensive
0
18
318
3
2021-10-01 15:21:39.261856
Average
Yes
Monthly
House
615
1,197,739
34
Female
16,992
Married
0
PhD
null
35.719365
Rural
Comprehensive
1
6
815
2
2020-06-21 15:21:39.185215
Poor
Yes
Rarely
Apartment
586
1,197,740
50
Female
4,618
Married
1
High School
Self-Employed
22.995087
Urban
Premium
1
0
519
5
2019-09-21 15:21:39.155231
Average
No
Rarely
Condo
695
1,197,741
42
Female
2,576
Married
1
PhD
Self-Employed
19.290971
Suburban
Premium
3
12
null
9
2019-09-10 15:21:39.269494
Poor
No
Rarely
Apartment
1,653
1,197,742
55
Female
1,571
Married
0
Bachelor's
Employed
27.571235
Urban
Premium
3
7
791
8
2024-04-24 15:21:39.237118
Good
Yes
Weekly
House
1,069
1,197,743
26
Female
12,881
Married
null
PhD
Unemployed
34.01408
Rural
Basic
0
8
802
1
2022-09-12 15:21:39.172097
Average
Yes
Monthly
Condo
795
1,197,744
24
Female
6,857
Married
null
High School
Unemployed
36.490112
Urban
Basic
0
9
536
2
2020-07-11 15:21:39.237118
Good
No
Rarely
Condo
411
1,197,745
24
Female
1,367
Married
4
High School
Employed
null
Suburban
Comprehensive
1
11
391
3
2022-01-10 15:21:39.109552
Poor
No
Daily
House
705
1,197,746
33
Female
4,900
Divorced
1
High School
Employed
17.865365
Urban
Premium
null
6
476
2
2023-01-18 15:21:39.289099
Average
Yes
Monthly
Condo
1,027
1,197,747
null
Female
21,573
Single
2
Master's
Unemployed
26.932191
Suburban
Premium
0
2
494
3
2022-02-04 15:21:39.283783
Good
No
Monthly
Condo
260
1,197,748
29
Male
23,496
Single
0
High School
null
30.689402
Suburban
Comprehensive
1
14
632
1
2023-02-21 15:21:39.208842
Poor
No
Daily
House
740
1,197,749
44
Male
8,472
Single
1
High School
Self-Employed
36.554615
Rural
Premium
1
1
711
7
2022-11-20 15:21:39.155231
Poor
Yes
Daily
House
1,005
1,197,750
49
Female
59,800
Single
null
PhD
Unemployed
30.0531
Suburban
Premium
null
12
360
1
2019-08-27 15:21:39.237118
null
No
Daily
Condo
2,096
1,197,751
26
Female
10,522
Married
2
PhD
Employed
28.724102
Rural
Comprehensive
0
13
489
9
2024-01-04 15:21:39.225916
Poor
No
Monthly
House
1,541
1,197,752
22
Female
20,989
Single
4
Bachelor's
Unemployed
14.064154
Suburban
Basic
1
6
462
2
2023-12-11 15:21:39.155231
Poor
Yes
Monthly
House
565
1,197,753
63
Male
10,131
Single
null
High School
Unemployed
23.724363
Suburban
Comprehensive
0
4
522
6
2020-05-01 15:21:39.192212
Poor
No
Weekly
Apartment
2,585
1,197,754
34
Male
57,819
Married
1
PhD
null
16.817169
Urban
Premium
0
8
815
1
2022-08-05 15:21:39.237118
Poor
No
Daily
Apartment
48
1,197,755
24
Male
52,716
Married
1
PhD
Unemployed
42.056637
Urban
Premium
0
12
315
7
2022-01-20 15:21:39.154008
Poor
No
Rarely
House
459
1,197,756
41
Male
46,232
Single
2
Bachelor's
null
22.474513
Rural
Basic
0
6
541
3
2022-02-04 15:21:39.209847
Average
Yes
Rarely
House
2,431
1,197,757
40
Male
140,741
Single
2
High School
Employed
null
Suburban
Comprehensive
0
6
370
3
2022-09-19 15:21:39.134960
Good
Yes
Daily
Condo
2,478
1,197,758
57
Male
82,946
Divorced
0
Bachelor's
null
39.976324
Urban
Comprehensive
2
18
761
3
2020-02-18 15:21:39.204790
Average
Yes
Rarely
Apartment
27
1,197,759
19
Female
44,823
Married
1
High School
Employed
14.814456
Rural
Comprehensive
1
15
427
5
2023-10-23 15:21:39.237118
null
No
Rarely
House
642
1,197,760
55
Male
103,514
Single
4
Master's
Unemployed
17.065942
Suburban
Basic
3
13
657
8
2022-03-26 15:21:39.092127
Good
Yes
Monthly
Apartment
44
1,197,761
31
Female
50,843
Married
4
High School
Unemployed
14.785506
Rural
Basic
2
18
406
6
2023-01-10 15:21:39.134960
Average
No
Daily
House
43
1,197,762
32
Male
83,756
Married
0
Bachelor's
Unemployed
13.408565
Rural
Comprehensive
null
6
658
7
2021-08-04 15:21:39.199447
Average
Yes
Weekly
Apartment
4,278
1,197,763
62
Female
10,275
Married
null
Master's
Self-Employed
31.717366
Suburban
Premium
1
13
746
3
2023-06-05 15:21:39.092127
Good
No
Daily
Apartment
769
1,197,764
61
Male
100,861
Single
1
Master's
null
31.878336
Rural
Premium
1
10
842
9
2021-06-21 15:21:39.164044
Average
Yes
Monthly
House
356
1,197,765
46
Male
5,535
Divorced
4
Bachelor's
Self-Employed
13.838857
Suburban
Basic
1
3
543
9
2022-02-13 15:21:39.171102
Good
Yes
Rarely
House
486
1,197,766
56
Female
3,860
Married
null
Bachelor's
Self-Employed
9.24765
Urban
Premium
null
10
762
7
2021-10-29 15:21:39.153733
Good
No
Weekly
Apartment
2,234
1,197,767
23
Male
11,881
Divorced
3
PhD
null
6.444988
Suburban
Premium
null
6
469
6
2019-10-24 15:21:39.171102
Good
No
Daily
House
549
1,197,768
62
Male
40,488
Single
1
PhD
Employed
32.817842
Rural
Premium
null
9
758
7
2020-05-30 15:21:39.149731
Poor
No
Monthly
House
830
1,197,769
54
Female
10,015
Single
3
Bachelor's
null
49.543754
Suburban
Premium
3
13
null
1
2021-08-31 15:21:39.274993
Good
Yes
Weekly
House
691
1,197,770
61
Male
36,370
Single
3
High School
Self-Employed
30.097266
Urban
Basic
0
10
338
6
2022-08-21 15:21:39.258696
Poor
No
Daily
Condo
3,857
1,197,771
37
Male
6,880
Divorced
2
Bachelor's
Unemployed
3.792073
Rural
Basic
1
2
598
1
2023-11-08 15:21:39.155231
Good
No
Rarely
Condo
2,786
1,197,772
51
Male
31,360
Divorced
3
Bachelor's
null
22.272586
Suburban
Basic
2
18
787
4
2020-03-08 15:21:39.237118
null
No
Weekly
House
2,164
1,197,773
38
Female
15,963
Married
4
PhD
null
null
Rural
Comprehensive
0
18
719
7
2024-03-21 15:21:39.155231
null
No
Weekly
Apartment
1,065
1,197,774
64
Female
1,138
Divorced
2
High School
Unemployed
33.717187
Urban
Premium
5
0
565
9
2023-08-11 15:21:39.289099
null
Yes
Rarely
House
110
1,197,775
20
Male
705
Divorced
1
High School
Self-Employed
29.837257
Urban
Basic
2
18
726
3
2022-06-19 15:21:39.172097
null
Yes
Daily
Condo
2,564
1,197,776
60
Female
6,076
Divorced
1
High School
Self-Employed
21.769692
Rural
Comprehensive
0
0
626
9
2020-05-23 15:21:39.087123
Poor
Yes
Monthly
Condo
997
1,197,777
22
Female
1,064
Single
3
High School
Unemployed
19.766589
Rural
Basic
1
7
384
1
2024-08-03 15:21:39.204201
Good
No
Weekly
Apartment
256
1,197,778
62
Female
64,587
Divorced
1
Master's
Unemployed
29.98995
Suburban
Premium
0
18
483
6
2023-01-28 15:21:39.097737
Average
Yes
Weekly
House
1,995
1,197,779
25
Male
18,092
Divorced
2
Bachelor's
Unemployed
19.484438
Urban
Comprehensive
1
2
644
6
2021-11-25 15:21:39.155231
Poor
Yes
Daily
Condo
812
1,197,780
33
Female
40,318
Single
3
Master's
Employed
25.958404
Suburban
Comprehensive
null
15
551
6
2021-11-24 15:21:39.155231
Good
No
Daily
Condo
111
1,197,781
31
Male
15,502
Divorced
3
PhD
Unemployed
28.144068
Urban
Comprehensive
null
3
665
9
2024-01-18 15:21:39.273454
Good
No
Monthly
Apartment
233
1,197,782
62
Female
95,636
Single
4
High School
null
26.160781
Urban
Premium
null
11
823
4
2021-01-06 15:21:39.092127
null
No
Rarely
Condo
2,456
1,197,783
35
Male
29,929
Married
0
PhD
Self-Employed
28.453352
Rural
Premium
null
2
711
4
2023-04-24 15:21:39.228521
Poor
No
Weekly
House
336
1,197,784
45
Male
3,755
Married
1
High School
Unemployed
14.459713
Urban
Comprehensive
2
3
805
6
2020-05-03 15:21:39.189223
Average
No
Weekly
House
3,191
1,197,785
24
Male
90,711
Single
4
Bachelor's
null
27.039205
Suburban
Basic
1
16
337
7
2021-12-22 15:21:39.134960
Poor
No
Daily
Apartment
241
1,197,786
28
Female
29,131
Married
3
High School
null
21.936793
Urban
Basic
0
4
471
8
2022-06-25 15:21:39.134960
Good
No
Daily
Apartment
543
1,197,787
24
Female
8,054
Married
2
Master's
Self-Employed
26.723555
Urban
Basic
null
11
468
1
2021-04-12 15:21:39.134960
Good
Yes
Monthly
Apartment
901
1,197,788
43
Female
null
Divorced
3
PhD
Employed
31.72741
Suburban
Basic
3
0
577
6
2020-07-18 15:21:39.214388
Average
Yes
Weekly
Apartment
3,453
1,197,789
38
Female
25,720
Married
null
PhD
Unemployed
14.597924
Suburban
Premium
null
16
761
3
2021-12-21 15:21:39.155231
Good
No
Weekly
House
831
1,197,790
36
Male
18,262
Married
2
Bachelor's
null
33.267816
Rural
Comprehensive
2
18
691
8
2019-10-05 15:21:39.202448
Average
Yes
Monthly
Condo
772
1,197,791
19
Female
4,064
Married
4
PhD
Employed
7.270532
Rural
Comprehensive
1
19
561
7
2022-03-07 15:21:39.186212
Poor
No
Weekly
Apartment
38
1,197,792
30
Male
14,054
Married
0
Bachelor's
Self-Employed
49.750035
Urban
Premium
2
10
549
6
2024-04-15 15:21:39.191219
Poor
No
Monthly
House
438
1,197,793
26
Female
70,915
Single
3
Master's
null
51.504528
Rural
Premium
1
1
334
6
2023-12-05 15:21:39.172097
Good
Yes
Weekly
Apartment
463
1,197,794
61
Female
20,303
Married
4
Bachelor's
null
5.674141
Suburban
Comprehensive
null
0
663
5
2020-03-12 15:21:39.155231
Good
Yes
Rarely
Condo
749
1,197,795
52
Male
null
Divorced
4
Bachelor's
Employed
18.566813
Urban
Premium
1
5
322
8
2023-11-06 15:21:39.276901
Average
No
Daily
Apartment
1,157
1,197,796
55
Female
40,881
null
4
Master's
Self-Employed
24.988018
Suburban
Premium
1
14
555
1
2020-04-19 15:21:39.263607
Average
No
Rarely
Apartment
713
1,197,797
27
Male
12,097
Married
0
High School
Employed
14.657713
Suburban
Comprehensive
1
14
519
6
2023-09-25 15:21:39.134960
Good
Yes
Rarely
Condo
484
1,197,798
45
Female
41,912
Single
3
PhD
Employed
6.427423
Suburban
Comprehensive
0
10
708
8
2021-08-26 15:21:39.185215
Poor
No
Monthly
Apartment
116
1,197,799
38
Female
46,130
Married
2
Bachelor's
Self-Employed
19.584412
Urban
Basic
1
12
778
7
2023-10-21 15:21:39.111551
Average
No
Daily
Condo
49