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
27,000
25
Female
36,591
Divorced
3
Bachelor's
Employed
20.675821
Suburban
Basic
2
7
830
1
2021-09-30 15:21:39.261856
Average
No
Rarely
Apartment
1,184
27,001
31
Female
34,144
Divorced
4
Bachelor's
null
38.490467
Suburban
Basic
0
18
710
2
2020-05-02 15:21:39.206847
Average
No
Daily
Condo
846
27,002
62
Female
24,009
Single
null
High School
Employed
14.959761
Rural
Comprehensive
1
9
584
7
2021-08-10 15:21:39.134960
Poor
Yes
Weekly
House
1,177
27,003
18
Female
45,431
Divorced
1
Bachelor's
null
14.121868
Rural
Comprehensive
null
7
356
3
2023-09-12 15:21:39.237118
Poor
Yes
Daily
House
766
27,004
24
Male
13,062
Divorced
2
High School
Unemployed
46.493575
Suburban
Basic
2
9
509
2
2022-12-20 15:21:39.155231
Good
No
Daily
House
2,255
27,005
21
Male
61,364
Married
4
PhD
Employed
31.058294
Urban
Premium
null
3
null
4
2020-04-15 15:21:39.155231
Average
No
Monthly
Apartment
99
27,006
24
Male
43,485
Single
2
PhD
null
null
Suburban
Comprehensive
null
4
561
4
2021-06-03 15:21:39.155231
Average
Yes
Daily
House
543
27,007
33
Female
null
Married
0
Master's
null
28.846115
Urban
Basic
2
0
832
4
2023-02-09 15:21:39.120168
Good
No
Monthly
House
2,996
27,008
31
Female
27,499
Divorced
2
Bachelor's
Self-Employed
50.083705
Urban
Basic
0
3
704
9
2021-08-18 15:21:39.237118
Poor
Yes
Weekly
Apartment
697
27,009
35
Male
1,459
null
3
Bachelor's
Employed
27.247916
Suburban
Comprehensive
0
7
null
9
2023-12-02 15:21:39.155231
Good
Yes
Rarely
Apartment
25
27,010
35
Male
69,914
Single
1
Master's
null
35.052953
Suburban
Premium
1
17
756
1
2019-08-18 15:21:39.219432
Good
No
Daily
Apartment
37
27,011
64
Male
9,034
Single
null
PhD
Self-Employed
44.352946
Suburban
Basic
null
9
827
6
2020-12-31 15:21:39.185215
Average
Yes
Monthly
House
139
27,012
24
Female
5,095
Married
4
Master's
Employed
34.484545
Urban
Premium
null
3
593
7
2020-03-16 15:21:39.237118
Average
No
Daily
House
493
27,013
60
Female
6,875
Divorced
0
Bachelor's
Employed
29.394536
Urban
Premium
null
18
833
8
2020-07-29 15:21:39.155231
Average
No
Daily
Apartment
952
27,014
23
Male
101,859
Single
4
Master's
Employed
39.69003
Suburban
Premium
null
4
614
9
2021-04-03 15:21:39.228521
Average
No
Daily
Apartment
3,973
27,015
60
Female
68,487
Married
1
Master's
Employed
27.792153
Urban
Premium
2
2
576
9
2024-05-01 15:21:39.216387
Good
Yes
Rarely
House
1,975
27,016
30
Male
142,041
Married
1
Master's
null
43.261322
Suburban
Premium
3
8
426
5
2023-07-14 15:21:39.079128
Poor
No
Rarely
Condo
625
27,017
50
Male
81,451
Single
1
Master's
Employed
21.491148
Suburban
Premium
0
7
728
4
2021-04-10 15:21:39.217387
null
Yes
Monthly
Condo
112
27,018
32
Female
15,641
Married
0
Master's
Employed
36.823862
Rural
Premium
0
17
null
9
2024-02-18 15:21:39.126661
Good
No
Rarely
Apartment
890
27,019
44
Female
6,683
Single
0
Bachelor's
Unemployed
17.840469
Rural
Basic
null
17
329
6
2024-05-30 15:21:39.107553
Average
No
Daily
Condo
532
27,020
62
Female
34,246
Divorced
3
PhD
Employed
13.542108
Urban
Basic
2
9
719
9
2022-08-04 15:21:39.134960
Poor
No
Rarely
House
724
27,021
22
Male
62,761
Single
0
PhD
Unemployed
21.35889
Suburban
Premium
1
5
839
2
2021-01-28 15:21:39.134960
Poor
No
Weekly
Condo
359
27,022
34
Female
5,272
Married
0
PhD
null
29.098468
Urban
Basic
null
1
null
8
2022-08-08 15:21:39.257696
Average
No
Daily
Apartment
118
27,023
63
Female
45,233
Single
2
Master's
null
26.859114
Suburban
Premium
1
13
595
5
2022-09-13 15:21:39.221386
Average
No
Monthly
Apartment
1,454
27,024
29
Male
4,854
Single
4
Bachelor's
null
12.715959
Rural
Comprehensive
null
18
824
6
2019-09-18 15:21:39.279729
Average
Yes
Monthly
House
1,159
27,025
40
Male
18,687
Divorced
2
High School
Self-Employed
16.513866
Suburban
Basic
2
13
701
3
2021-03-18 15:21:39.255696
Good
Yes
Monthly
House
29
27,026
55
Female
38,916
Married
2
PhD
Unemployed
36.17233
Urban
Basic
3
4
null
2
2021-10-12 15:21:39.125660
Poor
Yes
Daily
House
2,094
27,027
38
Female
39,115
Single
3
PhD
Unemployed
13.939219
Urban
Comprehensive
null
0
617
7
2024-07-10 15:21:39.254678
Average
Yes
Weekly
Apartment
2,330
27,028
37
Female
62,473
Divorced
2
PhD
Employed
44.824019
Suburban
Comprehensive
2
18
657
8
2023-12-27 15:21:39.095696
null
Yes
Monthly
Condo
915
27,029
34
Male
36,610
Married
0
PhD
null
6.092121
Urban
Premium
1
16
625
1
2022-09-23 15:21:39.134960
Poor
No
Weekly
House
1,347
27,030
27
Male
2,587
Divorced
4
Master's
Self-Employed
null
Rural
Basic
1
0
699
5
2022-01-16 15:21:39.285112
Good
Yes
Monthly
House
1,408
27,031
37
Female
32,021
Divorced
2
Master's
null
13.955169
Urban
Basic
0
14
600
3
2021-05-12 15:21:39.134960
Good
Yes
Weekly
Apartment
909
27,032
39
Male
2,045
Single
4
Master's
Employed
21.756461
Suburban
Premium
2
10
441
4
2022-06-03 15:21:39.222387
Average
Yes
Daily
Apartment
627
27,033
29
Male
929
Married
0
Master's
Unemployed
11.099374
Urban
Basic
1
13
541
1
2021-03-05 15:21:39.134960
Average
Yes
Rarely
Condo
3,156
27,034
61
Female
34,309
Divorced
3
Bachelor's
Unemployed
27.923369
Rural
Comprehensive
null
7
352
7
2023-11-30 15:21:39.134960
Good
Yes
Weekly
Condo
1,377
27,035
48
Male
124,998
Single
0
High School
Self-Employed
44.845836
Suburban
Comprehensive
2
12
837
1
2021-12-14 15:21:39.131192
Average
No
Monthly
House
24
27,036
62
Male
17,051
Divorced
4
PhD
Self-Employed
46.636937
Suburban
Comprehensive
0
1
null
7
2023-09-30 15:21:39.221386
Poor
No
Rarely
Condo
1,110
27,037
46
Female
null
Single
3
High School
Unemployed
47.883975
Urban
Basic
2
15
356
8
2021-05-24 15:21:39.206847
Good
Yes
Weekly
Condo
573
27,038
49
Male
28,983
Divorced
3
High School
Self-Employed
27.086246
Rural
Comprehensive
1
13
806
3
2019-11-30 15:21:39.126661
Poor
No
Daily
Condo
542
27,039
63
Male
1,065
Divorced
1
Bachelor's
Unemployed
45.567271
Suburban
Premium
2
4
722
4
2020-02-29 15:21:39.176717
Average
No
Rarely
House
954
27,040
18
Male
15,984
Divorced
3
Bachelor's
Self-Employed
12.87867
Urban
Basic
null
8
null
6
2024-03-13 15:21:39.194829
Average
No
Monthly
House
807
27,041
47
Female
634
Married
null
PhD
Employed
43.711007
Rural
Basic
1
3
438
6
2019-12-05 15:21:39.094752
Poor
No
Daily
Apartment
1,460
27,042
26
Female
92,016
Single
null
Bachelor's
Self-Employed
33.918056
Urban
Premium
1
0
362
8
2020-02-16 15:21:39.248098
Good
Yes
Monthly
Condo
1,236
27,043
18
Female
121,090
Divorced
3
Bachelor's
null
14.700092
Urban
Comprehensive
null
12
658
4
2024-01-26 15:21:39.133866
Poor
Yes
Weekly
Apartment
381
27,044
48
Female
29,058
Single
3
High School
null
25.908657
Suburban
Comprehensive
1
1
575
1
2021-10-27 15:21:39.134960
Average
No
Weekly
House
657
27,045
63
Male
2,452
Divorced
3
High School
null
4.933186
Suburban
Premium
0
10
682
2
2021-08-17 15:21:39.128286
Good
No
Weekly
Apartment
2,948
27,046
63
Female
16,749
Single
1
High School
Employed
17.670978
Suburban
Comprehensive
1
1
null
1
2022-05-01 15:21:39.177724
Good
No
Monthly
Apartment
461
27,047
38
Male
20,828
Married
4
Bachelor's
Self-Employed
15.983629
Urban
Premium
null
10
397
1
2024-06-03 15:21:39.102694
null
Yes
Monthly
Condo
1,104
27,048
53
Male
25,563
Married
1
Bachelor's
Employed
17.059957
Urban
Basic
1
8
772
4
2019-12-10 15:21:39.123711
Good
No
Rarely
House
434
27,049
25
Female
46,799
Single
0
Bachelor's
Employed
15.958139
Suburban
Comprehensive
0
11
724
1
2021-04-09 15:21:39.217387
null
No
Rarely
Condo
339
27,050
63
Male
18,284
Married
4
PhD
null
24.937764
Urban
Comprehensive
1
17
586
5
2024-05-16 15:21:39.105504
Poor
Yes
Weekly
House
740
27,051
63
Male
29,006
Single
4
Bachelor's
Self-Employed
38.598515
Rural
Premium
1
2
769
4
2020-11-14 15:21:39.155231
Average
Yes
Monthly
House
1,422
27,052
61
Male
56,263
Divorced
2
Bachelor's
Unemployed
44.316067
Suburban
Basic
null
18
468
9
2022-07-04 15:21:39.290098
Good
No
Daily
Condo
406
27,053
40
Female
null
Divorced
4
Bachelor's
Self-Employed
48.093179
Rural
Comprehensive
null
9
412
9
2020-06-02 15:21:39.204790
Good
No
Weekly
House
1,750
27,054
64
Male
43,463
Divorced
2
High School
null
43.82865
Urban
Comprehensive
1
7
653
3
2019-10-16 15:21:39.155231
Good
Yes
Monthly
Apartment
1,219
27,055
37
Female
569
Single
2
PhD
Employed
null
Rural
Comprehensive
null
6
635
6
2024-05-31 15:21:39.134960
Average
No
Daily
House
776
27,056
31
Female
null
Single
1
Master's
Employed
30.994296
Suburban
Premium
null
13
317
5
2022-10-02 15:21:39.192212
Good
Yes
Daily
House
372
27,057
37
Female
7,991
Married
0
High School
Employed
32.99472
Rural
Premium
null
17
null
1
2021-02-07 15:21:39.276901
Average
No
Weekly
House
594
27,058
30
Male
76,018
Single
4
PhD
null
27.938357
Suburban
Comprehensive
1
12
520
1
2021-06-21 15:21:39.215386
Average
No
Daily
House
211
27,059
54
Female
2,845
Single
3
Bachelor's
Self-Employed
36.664773
Urban
Basic
2
16
null
7
2024-07-18 15:21:39.274993
Poor
Yes
Monthly
Apartment
705
27,060
35
Female
60,983
Divorced
3
PhD
Unemployed
30.088843
Rural
Comprehensive
null
19
439
6
2023-03-22 15:21:39.185215
Average
Yes
Daily
House
356
27,061
24
Female
57,183
Married
1
PhD
null
21.387813
Urban
Comprehensive
null
17
773
6
2019-11-27 15:21:39.190215
null
No
Weekly
House
431
27,062
39
Female
103,019
Divorced
3
High School
null
20.926642
Rural
Premium
1
9
500
6
2022-03-17 15:21:39.196387
Average
Yes
Monthly
House
88
27,063
18
Male
92,514
Single
0
PhD
Unemployed
10.687577
Suburban
Premium
null
13
357
5
2020-05-23 15:21:39.271453
Good
Yes
Monthly
Apartment
194
27,064
33
Male
113,760
Single
2
High School
Employed
5.811786
Urban
Comprehensive
null
10
390
6
2023-08-10 15:21:39.155231
Average
No
Weekly
House
1,625
27,065
60
Female
10,032
Divorced
3
Bachelor's
Unemployed
19.774314
Suburban
Premium
null
19
447
7
2023-08-18 15:21:39.194829
Poor
Yes
Weekly
Apartment
709
27,066
41
Male
4,876
Single
4
Bachelor's
Employed
30.994723
Suburban
Basic
3
10
484
4
2020-06-21 15:21:39.237118
Poor
Yes
Rarely
Condo
930
27,067
28
Female
2,327
Divorced
3
Master's
null
17.912366
Rural
Premium
1
18
813
5
2021-10-27 15:21:39.237118
Good
No
Daily
House
168
27,068
32
Male
135,888
Single
4
PhD
Self-Employed
25.69051
Urban
Premium
3
11
706
9
2021-06-08 15:21:39.266452
Poor
Yes
Rarely
House
2,134
27,069
37
Female
17,292
Married
null
Master's
Unemployed
19.506903
Urban
Basic
null
15
313
1
2020-08-24 15:21:39.088124
Average
Yes
Monthly
House
1,694
27,070
28
Female
28,321
Divorced
0
PhD
null
25.484888
Urban
Premium
0
2
662
7
2024-03-11 15:21:39.149731
Average
No
Rarely
House
659
27,071
23
Female
1,027
Single
3
High School
Unemployed
47.512681
Suburban
Comprehensive
null
0
null
3
2023-12-26 15:21:39.223901
Poor
No
Rarely
Apartment
382
27,072
30
Male
3,484
Married
0
Master's
Unemployed
16.068501
Rural
Comprehensive
1
11
551
7
2019-12-30 15:21:39.265513
Good
No
Weekly
Apartment
609
27,073
20
Female
84,720
Single
2
High School
Employed
16.79246
Rural
Premium
0
17
351
4
2019-10-04 15:21:39.219432
Poor
No
Daily
Apartment
476
27,074
34
Male
28,550
Divorced
2
High School
Employed
33.353959
Rural
Comprehensive
null
1
551
8
2021-07-15 15:21:39.167099
Average
Yes
Rarely
Apartment
1,484
27,075
39
Male
14,076
Divorced
2
Bachelor's
Self-Employed
41.769585
Urban
Premium
1
4
833
5
2020-04-27 15:21:39.204790
Average
No
Weekly
House
1,507
27,076
43
Female
76,937
Divorced
2
Master's
null
34.152412
Urban
Premium
2
9
696
7
2022-08-26 15:21:39.226954
Poor
No
Daily
Condo
3,104
27,077
59
Male
33,132
Married
4
PhD
Self-Employed
22.685818
Rural
Premium
null
2
403
7
2020-01-26 15:21:39.155231
Poor
No
Monthly
Apartment
813
27,078
27
Male
56,675
Divorced
3
High School
Self-Employed
13.918012
Suburban
Comprehensive
2
8
397
9
2021-08-30 15:21:39.264504
Average
Yes
Monthly
House
665
27,079
61
Male
26,932
Divorced
4
Master's
null
29.924298
Suburban
Basic
null
0
687
1
2023-04-09 15:21:39.155231
Good
No
Weekly
Apartment
990
27,080
57
Male
57,964
Divorced
2
Bachelor's
Employed
null
Urban
Basic
3
6
574
9
2022-04-18 15:21:39.274993
Average
Yes
Weekly
Apartment
672
27,081
39
Female
9,978
Married
1
Bachelor's
null
47.028527
Suburban
Premium
1
7
611
1
2023-05-19 15:21:39.278402
Good
Yes
Rarely
Apartment
1,659
27,082
24
Female
39,422
Divorced
2
PhD
null
5.719242
Rural
Premium
1
16
786
3
2021-01-03 15:21:39.276901
Poor
Yes
Monthly
Apartment
1,326
27,083
30
Female
72,723
Single
0
Master's
Self-Employed
51.682152
Rural
Comprehensive
0
18
null
7
2021-07-05 15:21:39.143708
Good
Yes
Daily
House
1,439
27,084
33
Female
673
Single
2
Bachelor's
Employed
26.386119
Suburban
Basic
0
8
742
8
2021-03-06 15:21:39.167099
Poor
Yes
Monthly
House
307
27,085
27
Male
78,926
Married
4
Master's
Employed
29.236671
Suburban
Comprehensive
1
5
707
7
2024-05-12 15:21:39.273973
Poor
No
Rarely
House
101
27,086
45
Female
28,886
Divorced
2
Master's
Employed
42.908767
Urban
Basic
0
9
662
4
2021-03-09 15:21:39.134960
Good
No
Rarely
House
466
27,087
53
Female
38,869
Married
0
High School
null
26.845344
Suburban
Comprehensive
null
0
790
7
2020-10-29 15:21:39.155231
Poor
Yes
Weekly
Condo
1,255
27,088
64
Male
43,412
Married
2
Bachelor's
Self-Employed
null
Urban
Comprehensive
1
0
729
2
2019-10-17 15:21:39.145732
Average
No
Daily
Apartment
25
27,089
48
Female
5,716
Married
4
Bachelor's
Self-Employed
36.012922
Urban
Basic
2
9
653
3
2023-07-27 15:21:39.208842
Average
No
Rarely
Condo
1,244
27,090
41
Female
25,239
Single
4
Bachelor's
Unemployed
10.937892
Suburban
Premium
1
3
748
7
2021-06-14 15:21:39.289099
Poor
Yes
Rarely
Condo
1,576
27,091
46
Female
49,850
Single
0
Bachelor's
Self-Employed
28.443745
Urban
Basic
null
5
363
5
2019-10-12 15:21:39.092127
Average
Yes
Monthly
Condo
507
27,092
49
Male
145,740
Married
1
PhD
Employed
43.559036
Suburban
Comprehensive
null
16
484
5
2021-06-11 15:21:39.180553
Good
Yes
Rarely
Condo
1,871
27,093
44
Female
91,298
Divorced
0
Master's
null
50.022325
Suburban
Comprehensive
0
18
665
9
2019-11-12 15:21:39.111551
Good
Yes
Rarely
Apartment
2,467
27,094
62
Male
2,541
Single
4
Master's
Self-Employed
null
Suburban
Comprehensive
2
18
null
4
2022-07-02 15:21:39.237118
Good
Yes
Daily
Condo
542
27,095
24
Female
43,973
Single
1
Bachelor's
Self-Employed
18.814058
Rural
Premium
null
13
821
2
2024-01-18 15:21:39.145732
Poor
Yes
Weekly
Condo
966
27,096
45
Female
3,079
Single
1
PhD
Employed
null
Urban
Premium
2
12
null
7
2020-12-20 15:21:39.164044
Good
No
Monthly
Apartment
2,034
27,097
50
Female
13,984
Divorced
4
High School
Unemployed
13.525637
Suburban
Basic
0
18
456
7
2020-01-13 15:21:39.126661
Poor
No
Monthly
Condo
607
27,098
42
Female
30,892
Divorced
2
Master's
null
null
Suburban
Premium
0
4
824
3
2024-04-29 15:21:39.134960
Average
No
Daily
House
649
27,099
19
Male
11,784
Single
0
High School
Employed
28.680981
Urban
Basic
1
16
788
8
2022-11-25 15:21:39.218388
null
No
Monthly
Condo
810