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
1,174,700
43
Male
43,885
Divorced
4
Bachelor's
Employed
null
Rural
Premium
null
15
568
1
2023-06-10 15:21:39.261856
Poor
No
Rarely
Apartment
1,082
1,174,701
46
Male
88,939
Divorced
2
Master's
Employed
24.736511
Urban
Comprehensive
null
2
840
1
2021-05-05 15:21:39.155231
Average
No
Rarely
Condo
189
1,174,702
52
Male
26,351
Divorced
3
Master's
null
44.509566
Urban
Basic
1
3
786
2
2022-07-13 15:21:39.219432
Poor
No
Daily
Apartment
817
1,174,703
42
Female
36,777
Married
2
Master's
Unemployed
14.553344
Suburban
Comprehensive
1
14
null
7
2020-04-12 15:21:39.130190
Good
Yes
Weekly
Apartment
921
1,174,704
40
Female
23,892
Divorced
4
PhD
Self-Employed
38.272468
Urban
Comprehensive
null
9
412
3
2019-12-09 15:21:39.134960
Poor
No
Monthly
Apartment
1,663
1,174,705
43
Female
7,892
Divorced
null
High School
Employed
22.82881
Suburban
Premium
1
2
780
2
2019-12-01 15:21:39.247098
Average
No
Weekly
Apartment
474
1,174,706
41
Female
null
Married
1
Master's
Employed
42.669044
Suburban
Basic
1
13
625
4
2022-12-26 15:21:39.181605
null
No
Daily
House
2,711
1,174,707
29
Male
28,506
Single
0
PhD
Employed
51.790888
Urban
Premium
null
8
null
9
2023-12-17 15:21:39.100695
Poor
Yes
Rarely
House
573
1,174,708
38
Male
29,190
Married
4
Master's
Employed
3.606661
Rural
Premium
null
1
784
6
2020-11-14 15:21:39.201446
Good
No
Daily
House
1,497
1,174,709
23
Male
1,079
Single
2
High School
Self-Employed
43.837208
Urban
Comprehensive
0
8
null
8
2024-02-08 15:21:39.155231
null
Yes
Weekly
Apartment
2,075
1,174,710
49
Female
28,274
Single
1
PhD
null
24.835242
Suburban
Basic
0
13
null
7
2019-10-02 15:21:39.251142
Average
No
Weekly
Apartment
461
1,174,711
48
Female
104,930
Divorced
2
Master's
null
24.919176
Suburban
Basic
null
16
446
8
2021-02-03 15:21:39.172097
Average
Yes
Daily
Condo
544
1,174,712
64
Female
17,287
Single
4
Bachelor's
Unemployed
32.056848
Rural
Basic
null
6
585
3
2022-10-24 15:21:39.286113
Average
Yes
Weekly
Condo
1,607
1,174,713
26
Female
32,548
Married
3
High School
Self-Employed
35.527259
Rural
Basic
0
19
764
9
2022-04-13 15:21:39.190215
Good
No
Weekly
House
1,102
1,174,714
52
Female
26,604
Single
1
Master's
Employed
30.993749
Rural
Premium
1
8
822
8
2023-10-31 15:21:39.237118
Poor
Yes
Daily
Condo
1,476
1,174,715
24
Female
1,343
Single
3
PhD
Unemployed
18.071017
Suburban
Comprehensive
null
5
403
5
2021-07-15 15:21:39.176717
Average
Yes
Weekly
Apartment
1,791
1,174,716
37
Male
10,892
Married
2
PhD
null
15.84934
Suburban
Basic
1
7
795
6
2020-06-08 15:21:39.244069
Poor
No
Weekly
Condo
893
1,174,717
20
Female
49,512
Divorced
1
Master's
Unemployed
28.593827
Suburban
Basic
2
18
438
9
2022-12-20 15:21:39.116179
Good
No
Weekly
Apartment
1,160
1,174,718
59
Female
15,983
Divorced
1
High School
Employed
22.826365
Suburban
Comprehensive
0
14
843
6
2020-04-07 15:21:39.085129
Poor
No
Monthly
Condo
661
1,174,719
58
Female
2,071
Single
0
High School
Self-Employed
27.687922
Suburban
Basic
null
8
449
1
2022-01-13 15:21:39.134960
Good
Yes
Weekly
Apartment
1,454
1,174,720
39
Female
18,795
Married
3
Bachelor's
null
23.597815
Urban
Basic
1
0
575
1
2021-05-27 15:21:39.147735
null
No
Daily
Apartment
26
1,174,721
56
Female
18,359
Single
2
High School
null
8.63875
Suburban
Comprehensive
1
7
null
1
2020-11-28 15:21:39.134960
Poor
Yes
Monthly
Apartment
38
1,174,722
35
Female
9,058
Married
2
PhD
null
12.884914
Suburban
Premium
1
2
531
5
2021-08-25 15:21:39.132191
Good
Yes
Daily
House
837
1,174,723
34
Female
88,414
Single
2
Master's
Self-Employed
null
Suburban
Premium
null
18
null
5
2021-03-25 15:21:39.155231
null
No
Rarely
Apartment
1,182
1,174,724
64
Male
3,750
Married
1
High School
null
34.334948
Urban
Comprehensive
2
16
605
7
2022-07-28 15:21:39.222387
Poor
Yes
Weekly
House
2,335
1,174,725
46
Female
43,494
Divorced
1
PhD
Employed
33.569427
Suburban
Basic
1
13
646
4
2022-05-28 15:21:39.094752
Poor
No
Daily
Apartment
769
1,174,726
50
Female
111,372
Single
0
PhD
null
35.126081
Rural
Basic
0
5
404
6
2021-01-27 15:21:39.272456
Good
No
Daily
House
36
1,174,727
37
Female
6,864
Divorced
3
Master's
Unemployed
27.99262
Rural
Premium
null
13
654
3
2024-06-23 15:21:39.085129
Good
No
Daily
Apartment
827
1,174,728
60
Male
3,067
Married
3
PhD
Unemployed
32.567647
Rural
Basic
null
2
547
6
2023-10-30 15:21:39.111551
Good
Yes
Daily
Apartment
20
1,174,729
49
Male
31,005
Single
3
PhD
Employed
9.014819
Suburban
Comprehensive
null
4
null
1
2022-05-25 15:21:39.134960
Average
Yes
Weekly
Apartment
552
1,174,730
41
Female
6,968
Married
4
Master's
Unemployed
21.092267
Urban
Comprehensive
1
7
514
5
2023-12-10 15:21:39.237118
Poor
No
Monthly
House
2,741
1,174,731
30
Male
24,996
Single
3
Master's
Unemployed
46.923119
Rural
Comprehensive
3
6
811
3
2019-12-30 15:21:39.134960
Poor
Yes
Monthly
House
682
1,174,732
33
Female
2,495
Married
1
PhD
null
12.272522
Rural
Comprehensive
1
6
null
2
2024-07-19 15:21:39.168099
Good
No
Rarely
House
269
1,174,733
26
Male
null
Divorced
4
High School
null
5.566373
Urban
Premium
null
16
358
5
2024-05-23 15:21:39.267454
Good
Yes
Weekly
Apartment
474
1,174,734
42
Male
5,983
Single
0
High School
null
22.835232
Suburban
Basic
0
3
710
6
2021-01-14 15:21:39.261856
Average
Yes
Daily
Apartment
1,132
1,174,735
62
Female
142,264
Divorced
2
Master's
Self-Employed
31.443573
Urban
Basic
1
1
720
3
2021-08-28 15:21:39.173834
Good
Yes
Monthly
House
229
1,174,736
null
Male
43,832
Divorced
4
Master's
Self-Employed
27.902305
Urban
Basic
0
0
779
3
2022-11-23 15:21:39.172097
Poor
Yes
Weekly
House
24
1,174,737
51
Female
496
Married
1
PhD
Employed
6.788934
Rural
Basic
null
16
518
5
2019-11-27 15:21:39.181605
Good
Yes
Daily
House
2,104
1,174,738
47
Female
76,911
Single
3
Master's
Employed
36.048215
Rural
Premium
1
8
369
8
2022-09-09 15:21:39.237118
Good
No
Monthly
Condo
775
1,174,739
29
Female
6,871
Single
4
PhD
Unemployed
47.569664
Urban
Basic
1
14
656
8
2022-02-14 15:21:39.289099
Average
No
Daily
Apartment
461
1,174,740
44
Female
7,974
Married
2
High School
Unemployed
29.965566
Rural
Premium
null
7
406
2
2022-07-03 15:21:39.191219
Average
No
Rarely
Condo
664
1,174,741
22
Male
18,091
Single
1
PhD
Employed
43.644934
Urban
Comprehensive
0
1
703
4
2020-08-06 15:21:39.237118
Poor
No
Rarely
Condo
1,219
1,174,742
50
Male
5,761
Single
0
High School
Employed
47.12742
Suburban
Premium
3
17
840
3
2022-03-16 15:21:39.185215
Poor
Yes
Weekly
Condo
2,063
1,174,743
58
Female
13,205
Single
4
Master's
Self-Employed
40.924253
Suburban
Premium
null
18
440
7
2022-12-07 15:21:39.169102
Average
No
Rarely
Apartment
1,449
1,174,744
50
Male
19,123
Single
1
High School
Self-Employed
15.045916
Rural
Premium
0
6
null
4
2022-07-04 15:21:39.193945
Poor
Yes
Daily
Condo
801
1,174,745
31
Male
27,897
Married
0
Bachelor's
Self-Employed
30.70453
Urban
Comprehensive
0
12
656
1
2023-05-17 15:21:39.084065
Poor
Yes
Daily
House
40
1,174,746
50
Male
73,310
Single
null
Master's
null
50.95538
Suburban
Comprehensive
0
8
453
6
2022-04-11 15:21:39.155231
Good
Yes
Weekly
House
1,014
1,174,747
null
Female
55,909
Single
0
High School
Self-Employed
40.556413
Suburban
Basic
3
6
772
5
2022-05-16 15:21:39.110557
Poor
No
Weekly
Condo
1,908
1,174,748
26
Male
5,907
Married
null
PhD
Self-Employed
17.716932
Rural
Comprehensive
0
17
703
2
2024-01-26 15:21:39.204790
Average
Yes
Daily
Condo
479
1,174,749
25
Female
32,010
Divorced
1
Master's
Unemployed
10.005375
Rural
Comprehensive
0
1
535
2
2023-04-06 15:21:39.095696
Poor
Yes
Weekly
Apartment
1,519
1,174,750
27
Male
14,982
Single
3
Master's
Self-Employed
15.990813
Rural
Basic
0
1
775
6
2024-04-24 15:21:39.155231
Good
Yes
Rarely
Apartment
731
1,174,751
38
Female
36,961
Divorced
3
PhD
Unemployed
8.928932
Suburban
Basic
1
7
406
6
2023-06-22 15:21:39.143708
Average
No
Monthly
Apartment
1,059
1,174,752
63
Male
24,863
Divorced
null
Master's
Self-Employed
6.639338
Rural
Basic
null
1
671
5
2024-07-25 15:21:39.194829
Good
Yes
Rarely
Condo
686
1,174,753
30
Female
116,436
Married
1
Master's
null
34.408313
Suburban
Premium
3
14
755
2
2024-06-15 15:21:39.111551
Poor
Yes
Weekly
Apartment
4,180
1,174,754
55
Female
37,236
Divorced
0
Bachelor's
Employed
43.26237
Rural
Premium
1
7
null
4
2023-05-08 15:21:39.237118
Average
No
Rarely
House
972
1,174,755
18
Female
1,642
Married
2
PhD
null
24.354071
Urban
Comprehensive
null
16
null
7
2023-01-29 15:21:39.237118
Good
Yes
Rarely
Apartment
2,727
1,174,756
19
Female
92,696
Married
3
Master's
Unemployed
32.719348
Rural
Premium
0
9
621
7
2021-04-05 15:21:39.108562
null
No
Daily
Apartment
265
1,174,757
54
Male
null
Married
0
PhD
Unemployed
null
Rural
Basic
1
10
306
8
2022-08-26 15:21:39.271453
Poor
Yes
Monthly
Apartment
2,361
1,174,758
59
Male
4,876
Divorced
3
Bachelor's
Employed
null
Urban
Premium
null
7
711
3
2021-03-06 15:21:39.155231
Average
No
Monthly
Apartment
2,735
1,174,759
64
Female
58,892
Divorced
null
High School
null
27.077937
Urban
Comprehensive
null
4
521
7
2020-12-27 15:21:39.237118
Good
Yes
Rarely
Apartment
45
1,174,760
52
Female
3,774
Married
1
Bachelor's
null
14.834957
Suburban
Basic
2
18
783
1
2023-07-02 15:21:39.155231
null
No
Rarely
House
744
1,174,761
21
Female
20,842
Single
0
Master's
Self-Employed
37.386468
Suburban
Comprehensive
0
16
790
6
2023-05-16 15:21:39.285112
Average
No
Daily
House
340
1,174,762
45
Female
2,976
Divorced
null
Master's
null
6.076117
Rural
Premium
2
11
844
5
2022-09-27 15:21:39.134960
Poor
No
Rarely
Condo
622
1,174,763
58
Male
8,891
Divorced
1
Master's
Self-Employed
14.84569
Rural
Comprehensive
null
4
831
9
2022-11-19 15:21:39.134960
Good
No
Weekly
House
1,205
1,174,764
55
Female
28,276
Divorced
3
High School
null
14.818347
Rural
Basic
null
4
522
4
2021-06-28 15:21:39.261856
Average
No
Weekly
Apartment
907
1,174,765
24
Female
58,731
Divorced
0
Bachelor's
null
5.75599
Rural
Basic
null
16
730
2
2021-09-22 15:21:39.251142
null
No
Daily
Condo
2,315
1,174,766
45
Female
128,970
Divorced
null
PhD
null
50.14771
Suburban
Basic
null
3
648
3
2023-03-15 15:21:39.134960
Good
Yes
Daily
Apartment
2,148
1,174,767
60
Female
20,981
Married
1
Master's
null
24.722276
Urban
Comprehensive
null
11
745
2
2019-12-16 15:21:39.134960
Good
No
Weekly
Condo
516
1,174,768
37
Male
7,053
Single
0
Bachelor's
null
11.390794
Suburban
Comprehensive
null
0
542
3
2020-05-14 15:21:39.237118
Good
Yes
Weekly
Condo
1,038
1,174,769
24
Female
22,824
Single
1
High School
null
25.283395
Urban
Basic
2
2
845
1
2022-10-26 15:21:39.206847
Average
No
Daily
House
128
1,174,770
50
Female
9,861
Divorced
2
Master's
null
11.837162
Rural
Basic
0
9
842
8
2022-09-30 15:21:39.083497
Poor
No
Monthly
Apartment
23
1,174,771
56
Male
37,771
Single
3
High School
null
41.717264
Rural
Basic
null
1
402
5
2020-05-18 15:21:39.264504
Good
No
Rarely
Condo
1,300
1,174,772
41
Female
3,440
Divorced
2
PhD
null
32.735222
Urban
Basic
null
18
469
8
2020-10-09 15:21:39.190215
Poor
No
Rarely
Condo
1,883
1,174,773
18
Male
35,414
Single
4
Master's
Employed
null
Urban
Basic
null
7
null
3
2020-12-22 15:21:39.172097
Poor
No
Weekly
Apartment
548
1,174,774
50
Male
131,830
Married
1
High School
null
45.079732
Urban
Comprehensive
2
15
null
7
2022-07-28 15:21:39.222387
Good
No
Monthly
House
110
1,174,775
60
Female
12,862
Married
4
Master's
Self-Employed
10.584536
Urban
Premium
null
13
751
2
2022-01-23 15:21:39.125660
Poor
Yes
Rarely
House
2,339
1,174,776
61
Male
9,058
Divorced
0
Bachelor's
Employed
25.489944
Urban
Basic
1
14
581
3
2024-07-14 15:21:39.251142
Poor
No
Weekly
House
2,228
1,174,777
18
Female
17,073
Divorced
2
PhD
Employed
11.929227
Urban
Premium
2
17
656
5
2020-01-04 15:21:39.155231
Good
Yes
Monthly
Condo
1,264
1,174,778
51
Male
68,760
Divorced
3
PhD
Employed
9.567995
Rural
Premium
null
16
405
3
2021-01-31 15:21:39.261856
Good
No
Monthly
Apartment
1,187
1,174,779
46
Male
2,359
Married
1
Master's
Unemployed
37.97907
Suburban
Comprehensive
null
8
728
9
2022-08-17 15:21:39.194829
null
No
Rarely
Apartment
901
1,174,780
53
Male
12,881
Divorced
4
High School
Employed
22.534706
Urban
Premium
2
16
709
3
2022-09-25 15:21:39.129190
Average
No
Weekly
House
431
1,174,781
47
Female
43,493
Married
4
Master's
Self-Employed
27.979264
Rural
Basic
1
18
705
5
2023-02-27 15:21:39.166062
Average
No
Monthly
Condo
532
1,174,782
36
Male
39,083
Divorced
2
Bachelor's
null
29.1465
Suburban
Premium
0
17
493
4
2021-12-03 15:21:39.190215
Good
No
Monthly
Condo
988
1,174,783
56
Male
3,717
Married
2
Bachelor's
Self-Employed
24.967435
Rural
Comprehensive
1
17
null
2
2019-12-25 15:21:39.286113
Average
No
Weekly
Condo
1,487
1,174,784
23
Female
null
Married
3
Master's
Unemployed
39.837651
Suburban
Basic
2
14
329
2
2021-03-18 15:21:39.090124
Average
No
Rarely
House
586
1,174,785
33
Female
55,507
Married
0
PhD
null
26.816135
Suburban
Premium
null
11
339
4
2024-05-25 15:21:39.259788
Good
No
Weekly
Condo
1,558
1,174,786
40
Male
814
Single
2
High School
Employed
32.84723
Suburban
Basic
0
4
486
8
2020-01-15 15:21:39.134960
Average
No
Rarely
House
951
1,174,787
61
Male
44,786
Married
4
Master's
null
11.696041
Rural
Comprehensive
2
3
705
2
2020-11-22 15:21:39.132191
Average
No
Rarely
Condo
785
1,174,788
23
Male
43,837
Single
2
Bachelor's
null
28.272089
Suburban
Premium
null
18
565
2
2023-07-21 15:21:39.237118
Poor
Yes
Monthly
Condo
703
1,174,789
53
Male
23,863
Single
1
PhD
null
20.170787
Suburban
Basic
null
2
null
3
2020-11-06 15:21:39.120168
Good
No
Weekly
House
1,638
1,174,790
37
Female
104,649
Single
0
High School
Unemployed
30.908401
Suburban
Basic
0
11
818
1
2023-01-14 15:21:39.167099
Average
No
Weekly
Condo
400
1,174,791
22
Male
5,860
Single
4
High School
null
6.865709
Suburban
Basic
1
12
624
3
2022-01-31 15:21:39.213373
Poor
Yes
Weekly
Condo
683
1,174,792
44
Female
5,710
Single
0
Master's
Employed
13.95841
Rural
Premium
null
9
554
2
2021-06-27 15:21:39.155231
Average
Yes
Monthly
House
709
1,174,793
32
Female
28,118
Married
3
Bachelor's
Unemployed
null
Rural
Comprehensive
1
11
763
4
2021-01-26 15:21:39.087123
Good
Yes
Daily
Condo
2,232
1,174,794
47
Male
989
Single
4
Master's
null
12.498966
Suburban
Premium
2
6
613
7
2021-11-23 15:21:39.093681
Poor
Yes
Weekly
House
817
1,174,795
46
Female
10,756
Divorced
4
High School
Employed
12.873809
Rural
Premium
0
1
641
1
2021-08-31 15:21:39.235012
Poor
Yes
Monthly
House
2,978
1,174,796
30
Female
18,160
Divorced
3
Bachelor's
Employed
29.786688
Urban
Basic
0
12
416
6
2019-10-31 15:21:39.123711
Good
Yes
Rarely
House
921
1,174,797
56
Female
136,464
Single
4
Master's
Employed
28.098966
Urban
Basic
2
1
495
2
2022-04-17 15:21:39.122134
null
No
Rarely
Apartment
1,449
1,174,798
62
Female
14,912
Divorced
0
Master's
Unemployed
13.727858
Rural
Basic
0
0
749
6
2021-03-12 15:21:39.274993
Poor
No
Daily
Condo
386
1,174,799
52
Female
16,056
Single
null
PhD
Unemployed
48.690597
Urban
Basic
null
8
710
6
2021-09-11 15:21:39.177724
Poor
No
Daily
Condo
1,708