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
50,000
50
Male
1,066
Married
2
PhD
null
24.99883
Urban
Premium
2
14
782
2
2021-03-25 15:21:39.134960
Poor
No
Weekly
House
1,745
50,001
27
Female
34,363
Single
null
High School
Unemployed
23.735984
Rural
Premium
null
9
null
9
2021-09-08 15:21:39.134960
Average
Yes
Daily
Apartment
454
50,002
32
Male
16,339
Married
2
High School
Employed
13.341673
Rural
Premium
null
19
682
8
2022-01-06 15:21:39.085129
Average
No
Monthly
Apartment
554
50,003
56
Female
null
Divorced
2
Master's
Unemployed
8.078198
Suburban
Premium
2
19
457
4
2023-11-04 15:21:39.175719
Average
Yes
Rarely
Apartment
1,583
50,004
38
Female
53,899
Divorced
2
PhD
Employed
20.724363
Suburban
Basic
2
19
433
1
2023-07-07 15:21:39.285112
Average
No
Weekly
Condo
567
50,005
43
Female
29,056
Married
4
PhD
Unemployed
45.870175
Urban
Basic
null
8
527
7
2019-12-11 15:21:39.155231
Good
No
Weekly
Condo
952
50,006
26
Male
16,058
Divorced
1
PhD
Employed
33.876643
Urban
Basic
1
15
843
3
2019-10-02 15:21:39.237118
Poor
Yes
Daily
Apartment
513
50,007
19
Male
8,714
Divorced
3
Master's
Employed
20.622638
Rural
Comprehensive
null
19
null
8
2022-01-17 15:21:39.134960
Average
Yes
Monthly
Apartment
1,076
50,008
54
Male
22,324
Married
4
Master's
Self-Employed
23.610769
Suburban
Premium
null
4
528
1
2023-01-30 15:21:39.206847
null
No
Daily
Condo
767
50,009
33
Female
30,953
Married
2
PhD
Employed
45.414413
Suburban
Premium
0
10
685
7
2022-04-06 15:21:39.266452
Average
No
Daily
Apartment
1,586
50,010
56
Male
2,662
Single
4
Master's
Employed
22.327815
Rural
Comprehensive
null
18
487
6
2021-04-01 15:21:39.119168
Good
Yes
Daily
Condo
1,130
50,011
55
Female
20,346
Single
1
Master's
null
9.992515
Urban
Basic
0
14
596
6
2022-04-30 15:21:39.134960
Poor
Yes
Daily
House
511
50,012
50
Female
52,370
Divorced
4
Master's
Employed
null
Suburban
Basic
1
6
569
6
2024-08-02 15:21:39.274993
Poor
Yes
Daily
House
3,928
50,013
23
Male
43,974
Married
4
High School
null
42.284058
Rural
Basic
1
3
null
3
2022-06-24 15:21:39.280784
Average
Yes
Rarely
Condo
813
50,014
40
Male
43,987
Single
4
High School
Unemployed
30.241853
Urban
Premium
2
19
654
8
2022-01-12 15:21:39.176717
Good
Yes
Monthly
House
562
50,015
47
Female
71,729
Single
2
PhD
null
31.017723
Suburban
Premium
2
8
647
6
2020-08-08 15:21:39.122134
Poor
No
Daily
House
2,134
50,016
45
Female
3,852
Married
1
PhD
Self-Employed
35.498645
Urban
Premium
null
18
442
4
2023-09-19 15:21:39.085129
Poor
No
Daily
Condo
2,295
50,017
63
Male
27,281
Single
4
High School
Employed
19.772814
Suburban
Premium
1
8
546
3
2021-09-08 15:21:39.093681
null
Yes
Weekly
House
1,236
50,018
61
Female
4,530
Married
0
Bachelor's
Employed
39.906927
Suburban
Basic
1
5
823
6
2023-01-02 15:21:39.276901
null
No
Rarely
House
685
50,019
39
Female
17,663
Single
1
Bachelor's
Unemployed
16.270954
Rural
Premium
0
16
607
2
2019-12-10 15:21:39.093681
Average
No
Rarely
Condo
248
50,020
41
Female
108,963
Single
0
High School
null
22.684918
Suburban
Basic
0
0
639
3
2023-06-08 15:21:39.212862
Good
Yes
Weekly
Condo
66
50,021
47
Female
21,974
Divorced
4
High School
Employed
42.914461
Rural
Basic
1
7
818
2
2022-04-03 15:21:39.173834
Good
Yes
Monthly
Apartment
2,009
50,022
23
Male
1,613
Single
4
Master's
null
17.61175
Rural
Basic
0
18
370
8
2024-04-09 15:21:39.267454
Good
Yes
Rarely
House
1,614
50,023
50
Female
3,971
Single
3
PhD
null
12.565715
Urban
Basic
null
11
390
9
2024-01-02 15:21:39.229482
Poor
No
Daily
Condo
633
50,024
51
Male
4,580
Single
2
Master's
Unemployed
34.495908
Rural
Comprehensive
0
16
678
8
2019-08-24 15:21:39.155231
Good
Yes
Weekly
House
28
50,025
29
Female
26,906
Single
4
Master's
null
23.547135
Rural
Comprehensive
0
12
548
4
2020-12-22 15:21:39.155231
Average
No
Weekly
Apartment
1,997
50,026
46
Male
26,593
Single
0
High School
null
27.180931
Rural
Premium
0
11
null
9
2021-08-03 15:21:39.223390
Poor
Yes
Daily
Condo
1,421
50,027
28
Female
16,987
Married
4
High School
null
48.085897
Suburban
Basic
0
12
603
2
2021-06-04 15:21:39.133866
Average
Yes
Weekly
Condo
927
50,028
20
Male
48,982
Married
2
Master's
Employed
23.701717
Urban
Basic
1
2
393
1
2022-12-11 15:21:39.237118
Poor
No
Weekly
Condo
452
50,029
21
Male
25,683
Married
3
Bachelor's
Employed
11.886486
Rural
Basic
2
6
838
8
2023-03-17 15:21:39.204201
Average
Yes
Monthly
House
781
50,030
50
Male
4,522
Single
0
Bachelor's
Unemployed
6.717175
Urban
Basic
3
11
595
1
2019-11-14 15:21:39.108562
Average
No
Weekly
Apartment
712
50,031
38
Female
9,211
Single
3
Master's
Employed
26.647797
Suburban
Premium
3
12
745
6
2020-02-19 15:21:39.134960
Average
Yes
Weekly
Apartment
297
50,032
36
Male
43,906
Single
null
Bachelor's
null
12.08606
Rural
Basic
0
15
437
2
2021-08-04 15:21:39.099739
Good
Yes
Rarely
Apartment
1,442
50,033
44
Male
75,883
Single
3
PhD
null
null
Urban
Basic
null
18
832
3
2021-03-08 15:21:39.134960
Good
No
Daily
Apartment
38
50,034
18
Female
28,215
Single
0
Bachelor's
Self-Employed
21.98666
Urban
Comprehensive
1
19
388
1
2020-03-08 15:21:39.155231
Average
No
Monthly
Condo
1,089
50,035
20
Female
28,307
Divorced
0
Bachelor's
Unemployed
37.722129
Rural
Premium
null
1
716
4
2023-11-16 15:21:39.155231
Good
Yes
Daily
Apartment
1,069
50,036
48
Male
6,054
Single
3
PhD
null
null
Rural
Premium
1
18
807
1
2022-01-28 15:21:39.134960
Good
Yes
Weekly
Apartment
2,840
50,037
55
Male
9,962
Married
0
Bachelor's
Employed
39.948404
Urban
Comprehensive
1
10
673
4
2022-08-15 15:21:39.205850
Average
No
Daily
Apartment
1,399
50,038
40
Male
29,585
Divorced
2
Master's
Self-Employed
13.773699
Suburban
Comprehensive
2
3
453
4
2023-05-28 15:21:39.102694
Poor
No
Daily
Apartment
2,411
50,039
55
Male
73,576
Single
1
High School
Unemployed
15.025826
Urban
Comprehensive
null
4
577
5
2022-08-14 15:21:39.271453
null
Yes
Rarely
Apartment
2,619
50,040
36
Female
1,265
Married
4
PhD
Self-Employed
13.935655
Suburban
Comprehensive
3
10
516
5
2020-08-28 15:21:39.186212
Poor
No
Daily
Condo
1,836
50,041
53
Male
682
Single
0
Master's
Self-Employed
33.94702
Urban
Premium
0
2
746
6
2024-08-09 15:21:39.082499
Poor
No
Daily
House
2,856
50,042
49
Female
9,074
Single
1
High School
Self-Employed
41.76658
Suburban
Premium
2
2
496
3
2021-10-09 15:21:39.134960
Average
No
Monthly
Apartment
1,604
50,043
45
Female
24,861
Married
3
PhD
null
32.088843
Rural
Premium
null
13
508
4
2024-02-14 15:21:39.134960
Good
Yes
Rarely
Condo
2,555
50,044
37
Female
15,057
Married
1
High School
Unemployed
23.167581
Urban
Premium
0
17
null
9
2023-11-24 15:21:39.252145
Good
Yes
Rarely
Condo
476
50,045
54
Female
26,862
Divorced
0
Master's
Employed
11.777656
Rural
Premium
3
11
658
3
2023-11-20 15:21:39.173834
Average
No
Daily
Condo
1,495
50,046
39
Male
99,556
Married
null
High School
Self-Employed
17.151104
Urban
Premium
2
9
749
9
2021-07-20 15:21:39.155231
Average
No
Daily
Condo
265
50,047
55
Female
29,102
Married
1
Bachelor's
Self-Employed
null
Suburban
Premium
2
1
710
3
2022-08-09 15:21:39.253660
Good
No
Monthly
House
684
50,048
23
Female
38,215
Married
3
Master's
null
26.878666
Suburban
Comprehensive
1
6
775
3
2021-10-08 15:21:39.166062
Good
No
Daily
House
2,093
50,049
57
Male
1,010
Divorced
2
Master's
Employed
20.144819
Urban
Comprehensive
null
1
468
3
2022-07-25 15:21:39.155231
Average
Yes
Monthly
Apartment
1,075
50,050
37
Female
8,983
Married
2
Master's
null
37.816642
Rural
Comprehensive
1
2
706
9
2021-07-04 15:21:39.092127
Average
Yes
Weekly
Apartment
745
50,051
29
Male
67,984
Divorced
3
Master's
null
35.566652
Suburban
Basic
1
5
784
5
2022-08-05 15:21:39.237118
Good
Yes
Rarely
Condo
115
50,052
18
Male
88,889
Divorced
0
High School
Employed
17.596945
Urban
Basic
0
16
561
3
2019-08-25 15:21:39.207847
Poor
Yes
Monthly
Condo
36
50,053
22
Male
9,072
Married
4
Master's
Unemployed
10.853706
Suburban
Comprehensive
1
17
743
1
2021-01-31 15:21:39.084065
Good
No
Monthly
Condo
1,714
50,054
19
Male
1,216
Married
4
Master's
null
null
Rural
Basic
1
11
null
6
2021-02-09 15:21:39.134960
Poor
No
Monthly
Apartment
695
50,055
41
Male
81
Divorced
2
Master's
Employed
27.929402
Urban
Basic
null
1
786
5
2021-06-26 15:21:39.176717
Good
No
Monthly
Apartment
924
50,056
64
Male
97,707
Married
null
High School
Unemployed
32.75745
Suburban
Basic
null
16
605
9
2020-11-05 15:21:39.166062
Average
Yes
Rarely
Apartment
158
50,057
51
Male
7,087
Married
2
Bachelor's
Employed
7.717493
Suburban
Basic
1
15
785
3
2021-10-14 15:21:39.155231
Good
Yes
Daily
Condo
952
50,058
55
Male
46,829
Single
1
Bachelor's
Self-Employed
15.471132
Suburban
Comprehensive
0
18
626
9
2022-09-18 15:21:39.167099
Poor
Yes
Rarely
Apartment
113
50,059
30
Female
50,713
Divorced
1
Master's
Unemployed
16.929147
Rural
Comprehensive
1
19
313
9
2023-09-08 15:21:39.092127
Good
No
Daily
Condo
827
50,060
28
Female
3,301
Divorced
0
High School
Unemployed
20.865456
Rural
Basic
0
9
null
6
2021-03-30 15:21:39.279729
Poor
No
Rarely
Condo
2,047
50,061
22
Female
48,204
Single
2
Master's
Self-Employed
10.049447
Urban
Premium
0
10
491
4
2019-08-22 15:21:39.278402
Good
No
Daily
House
291
50,062
23
Male
1,313
Single
4
Master's
Employed
null
Rural
Premium
null
12
532
2
2022-01-22 15:21:39.155231
Average
No
Daily
Condo
1,069
50,063
26
Male
1,430
Divorced
null
Master's
Employed
29.959753
Suburban
Basic
2
18
487
8
2023-11-15 15:21:39.280784
Average
Yes
Rarely
Apartment
1,209
50,064
64
Male
20,303
Single
2
Master's
Employed
43.888928
Rural
Premium
4
19
824
9
2021-10-28 15:21:39.080440
Average
Yes
Rarely
House
39
50,065
34
Female
56,420
Divorced
3
Bachelor's
Self-Employed
31.123657
Rural
Basic
null
10
548
6
2024-03-01 15:21:39.218388
Poor
Yes
Monthly
House
45
50,066
44
Female
25,169
Single
1
High School
Unemployed
21.769098
Suburban
Comprehensive
1
2
692
4
2021-11-13 15:21:39.186212
Poor
No
Weekly
House
1,797
50,067
54
Male
20,276
Divorced
0
Bachelor's
Self-Employed
30.182906
Suburban
Premium
0
12
645
3
2022-09-23 15:21:39.119168
Average
Yes
Monthly
House
596
50,068
52
Female
57,586
Divorced
3
Master's
null
12.283128
Suburban
Basic
0
4
495
2
2020-12-14 15:21:39.237118
Good
No
Monthly
Apartment
24
50,069
61
Male
514
Divorced
0
Bachelor's
Unemployed
35.444877
Urban
Comprehensive
2
5
791
1
2022-06-02 15:21:39.209847
Poor
No
Weekly
Condo
2,188
50,070
28
Female
70,315
Married
2
Master's
Unemployed
43.87858
Urban
Comprehensive
null
0
371
5
2024-07-15 15:21:39.167099
Good
Yes
Weekly
Condo
786
50,071
29
Female
10,182
Single
3
High School
Unemployed
7.646589
Rural
Comprehensive
null
1
692
8
2023-03-10 15:21:39.134960
Average
No
Rarely
Apartment
612
50,072
39
Male
89,954
null
3
Master's
Employed
25.568727
Suburban
Basic
3
0
589
2
2020-05-28 15:21:39.186212
Poor
Yes
Weekly
House
2,048
50,073
null
Female
23,216
Married
0
PhD
null
29.981841
Rural
Premium
1
19
678
2
2022-12-16 15:21:39.237118
Average
No
Rarely
Apartment
21
50,074
51
Female
14,982
Married
4
Bachelor's
null
26.637931
Rural
Basic
1
18
null
7
2023-03-31 15:21:39.245086
Good
No
Daily
House
441
50,075
25
Female
27,499
Single
0
Master's
Unemployed
null
Rural
Basic
null
9
846
7
2020-01-14 15:21:39.180553
Average
No
Daily
Condo
1,176
50,076
48
Male
24,486
Single
1
Master's
Unemployed
16.695626
Urban
Comprehensive
1
0
576
8
2022-01-06 15:21:39.206847
Good
No
Weekly
Apartment
577
50,077
32
Male
40,100
Single
1
Bachelor's
Unemployed
14.61938
Suburban
Comprehensive
1
15
null
1
2021-08-05 15:21:39.210805
Good
No
Rarely
Apartment
3,200
50,078
41
Female
34,051
Single
2
Master's
Self-Employed
12.751077
Urban
Comprehensive
null
7
null
4
2023-02-12 15:21:39.192212
Average
Yes
Monthly
Apartment
695
50,079
52
Female
43,493
Single
1
PhD
Employed
null
Suburban
Premium
null
6
667
2
2024-03-09 15:21:39.155231
Average
Yes
Rarely
House
2,545
50,080
31
Male
35,200
Divorced
2
High School
Employed
22.796428
Suburban
Basic
1
0
null
1
2023-03-11 15:21:39.175719
Average
No
Rarely
Condo
2,219
50,081
31
Female
108,395
Divorced
2
PhD
null
41.933522
Rural
Comprehensive
1
14
325
1
2022-01-16 15:21:39.134960
Good
Yes
Weekly
Condo
551
50,082
52
Male
2,614
Married
0
High School
Unemployed
24.486436
Rural
Basic
3
6
759
8
2023-08-22 15:21:39.144722
Good
Yes
Daily
Condo
571
50,083
62
Male
18,189
Single
3
Bachelor's
null
17.394401
Rural
Premium
1
5
null
4
2020-03-19 15:21:39.267454
Poor
No
Rarely
Apartment
712
50,084
53
Female
142,233
Single
2
PhD
Self-Employed
13.023639
Rural
Comprehensive
2
17
805
7
2021-03-10 15:21:39.271453
Poor
No
Monthly
House
2,051
50,085
32
Male
25,103
Divorced
4
Bachelor's
null
20.132306
Rural
Comprehensive
2
13
724
7
2022-04-22 15:21:39.279729
Good
Yes
Rarely
House
542
50,086
54
Female
34,869
Single
1
PhD
null
17.166044
Suburban
Basic
null
0
628
2
2021-03-18 15:21:39.155231
Average
No
Daily
House
862
50,087
39
Male
35,411
Divorced
2
High School
null
32.410567
Rural
Comprehensive
2
7
null
6
2021-10-10 15:21:39.087123
Poor
No
Daily
Apartment
1,536
50,088
47
Male
18,127
Single
3
Master's
Employed
null
Rural
Basic
1
11
791
6
2021-04-06 15:21:39.254678
Poor
No
Rarely
Apartment
40
50,089
34
Female
4,777
Married
3
Bachelor's
Unemployed
22.724904
Suburban
Premium
null
11
462
7
2019-11-08 15:21:39.122134
Average
No
Daily
Condo
2,083
50,090
21
Female
102,349
Single
3
High School
null
18.827268
Rural
Basic
1
5
413
7
2022-10-08 15:21:39.155231
Poor
Yes
Weekly
Condo
1,025
50,091
34
Male
44,929
Divorced
4
Master's
Employed
9.823511
Suburban
Premium
null
6
567
1
2024-07-08 15:21:39.192212
Poor
No
Weekly
Apartment
527
50,092
18
Female
19,995
Single
1
PhD
Unemployed
15.90193
Urban
Comprehensive
2
17
842
9
2023-11-28 15:21:39.134960
Average
No
Rarely
Apartment
322
50,093
35
Female
31,135
Single
3
Master's
Self-Employed
18.25235
Rural
Premium
null
19
703
3
2020-10-06 15:21:39.088124
Average
No
Weekly
House
522
50,094
56
Female
635
Divorced
null
PhD
null
29.06777
Urban
Basic
null
1
547
3
2020-11-03 15:21:39.253660
Average
No
Weekly
Condo
2,579
50,095
51
Male
10,149
Divorced
1
PhD
Self-Employed
25.880024
Urban
Comprehensive
3
13
730
6
2021-12-26 15:21:39.236064
Good
No
Monthly
House
493
50,096
46
Female
12,620
Single
0
Master's
Unemployed
41.822616
Urban
Premium
2
18
448
1
2020-11-27 15:21:39.155231
Good
No
Weekly
Apartment
1,607
50,097
52
Female
30,375
Single
null
Bachelor's
Self-Employed
32.955506
Rural
Comprehensive
2
3
null
9
2023-11-12 15:21:39.237118
Poor
No
Weekly
Condo
543
50,098
52
Female
5,825
Divorced
2
Bachelor's
Employed
9.31004
Urban
Comprehensive
2
4
696
5
2024-07-19 15:21:39.191219
Average
Yes
Daily
House
829
50,099
23
Female
12,636
Married
3
Bachelor's
Employed
50.956536
Rural
Comprehensive
1
0
677
2
2023-10-20 15:21:39.280784
Average
Yes
Daily
Condo
1,348