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
1,197,000
43
Male
20,883
Married
3
Master's
Self-Employed
27.237624
Suburban
Premium
null
8
717
7
2020-12-14 15:21:39.166062
Poor
Yes
Rarely
Apartment
493
1,197,001
20
Male
5,276
Divorced
4
PhD
null
45.491358
Urban
Premium
null
18
602
2
2021-12-16 15:21:39.237118
Average
Yes
Weekly
Condo
1,146
1,197,002
64
Female
2,470
Married
2
High School
Self-Employed
25.066919
Urban
Comprehensive
3
9
522
7
2024-06-13 15:21:39.155231
Average
No
Rarely
Condo
477
1,197,003
46
Male
33,164
Divorced
2
Bachelor's
Self-Employed
49.57687
Urban
Basic
null
19
802
5
2020-05-09 15:21:39.215386
Poor
No
Monthly
House
29
1,197,004
59
Male
47,750
Single
4
High School
Unemployed
null
Rural
Premium
null
15
428
4
2022-04-13 15:21:39.115178
Poor
No
Rarely
Apartment
3,501
1,197,005
22
Male
13,982
Divorced
4
Master's
null
5.928682
Suburban
Basic
0
19
641
7
2021-08-10 15:21:39.146733
Average
No
Weekly
House
727
1,197,006
59
Female
43,826
Single
2
Master's
Self-Employed
16.188816
Suburban
Premium
1
1
686
6
2021-03-30 15:21:39.086123
Poor
Yes
Daily
Apartment
3,385
1,197,007
55
Female
10,166
Single
1
Bachelor's
null
15.652671
Urban
Basic
1
16
506
6
2021-11-11 15:21:39.257696
Poor
No
Weekly
Condo
748
1,197,008
57
Male
122,962
Single
4
PhD
null
38.121256
Suburban
Premium
2
14
818
3
2019-12-13 15:21:39.230483
Average
Yes
Daily
Condo
2,576
1,197,009
22
Female
117,534
null
1
Bachelor's
Employed
36.592624
Suburban
Comprehensive
null
9
662
4
2021-10-13 15:21:39.095696
Average
No
Weekly
House
381
1,197,010
37
Male
null
Divorced
0
PhD
null
17.183908
Urban
Basic
null
4
403
3
2020-03-14 15:21:39.237118
Poor
No
Rarely
Condo
2,659
1,197,011
23
Female
40,861
Single
4
Bachelor's
Employed
14.534333
Rural
Comprehensive
1
15
787
3
2020-09-07 15:21:39.176717
Poor
Yes
Monthly
Condo
1,314
1,197,012
33
Male
16,892
Single
null
High School
null
7.596466
Rural
Comprehensive
null
3
null
1
2022-06-17 15:21:39.246098
Poor
Yes
Monthly
Apartment
431
1,197,013
60
Male
5,510
Married
2
Master's
Self-Employed
39.939184
Rural
Basic
null
15
739
6
2021-01-22 15:21:39.289099
Average
No
Rarely
Condo
1,556
1,197,014
24
Male
3,620
Divorced
2
PhD
Employed
null
Suburban
Basic
null
2
629
1
2020-09-27 15:21:39.192212
Average
Yes
Rarely
Condo
394
1,197,015
40
Male
57,156
Divorced
0
Bachelor's
Employed
18.082635
Suburban
Premium
1
2
379
4
2021-03-20 15:21:39.232526
Good
No
Rarely
House
22
1,197,016
57
Male
575
Single
4
Master's
Self-Employed
49.394555
Rural
Basic
1
0
506
2
2023-08-20 15:21:39.134960
Good
No
Monthly
Apartment
1,189
1,197,017
34
Female
91,215
Divorced
4
High School
Employed
31.886801
Rural
Basic
1
14
310
7
2024-08-14 15:21:39.092127
Good
Yes
Monthly
Apartment
1,686
1,197,018
29
Female
14,079
Single
3
Master's
Employed
22.8393
Suburban
Comprehensive
0
5
683
7
2020-05-28 15:21:39.134960
Average
Yes
Weekly
House
715
1,197,019
56
Female
40,254
Single
null
Bachelor's
Unemployed
37.619052
Urban
Premium
0
8
814
3
2021-06-08 15:21:39.249100
Good
Yes
Daily
House
1,440
1,197,020
35
Male
26,716
Divorced
null
Bachelor's
Self-Employed
51.72415
Urban
Basic
1
0
536
7
2020-05-07 15:21:39.255696
Poor
No
Daily
Apartment
2,343
1,197,021
41
Male
null
Single
null
Bachelor's
null
18.406714
Suburban
Basic
2
5
null
1
2022-07-31 15:21:39.126661
Good
Yes
Daily
Apartment
130
1,197,022
33
Male
18,051
Married
0
Master's
null
17.152516
Rural
Premium
1
6
732
3
2022-04-03 15:21:39.188220
Poor
No
Daily
Condo
495
1,197,023
41
Male
33,247
Married
2
PhD
Self-Employed
7.892615
Rural
Basic
1
7
771
9
2022-07-22 15:21:39.094752
Poor
No
Weekly
House
33
1,197,024
36
Male
5,818
Single
0
High School
null
12.549543
Suburban
Basic
0
10
458
6
2019-11-02 15:21:39.276901
Good
No
Daily
Condo
1,062
1,197,025
41
Female
null
Married
4
High School
null
28.096709
Urban
Basic
2
7
443
8
2023-01-17 15:21:39.097737
null
No
Weekly
Condo
585
1,197,026
42
Male
16,442
Divorced
1
High School
null
34.86597
Urban
Comprehensive
2
16
573
2
2021-01-15 15:21:39.278402
Average
No
Daily
Condo
1,266
1,197,027
59
Male
23,887
Single
4
PhD
null
23.622602
Suburban
Premium
null
4
null
5
2024-06-19 15:21:39.207847
Good
No
Daily
Condo
526
1,197,028
38
Male
28,887
Married
2
PhD
Employed
16.834609
Urban
Basic
2
11
656
2
2021-11-26 15:21:39.080440
Average
No
Monthly
Apartment
249
1,197,029
61
Female
4,972
Divorced
3
Master's
Unemployed
27.247818
Suburban
Basic
3
14
744
9
2023-05-30 15:21:39.202448
Good
Yes
Rarely
House
1,141
1,197,030
23
Male
45,987
Divorced
4
Master's
Self-Employed
34.167635
Rural
Basic
null
1
586
7
2022-10-24 15:21:39.287115
Poor
Yes
Rarely
Apartment
861
1,197,031
33
Female
50,812
Single
null
Bachelor's
Employed
37.951659
Rural
Premium
1
9
null
8
2022-02-13 15:21:39.286113
Good
No
Daily
House
390
1,197,032
35
Female
626
Divorced
1
PhD
Self-Employed
38.933186
Suburban
Comprehensive
0
10
501
7
2024-04-12 15:21:39.222387
Average
Yes
Rarely
Condo
546
1,197,033
32
Male
11,115
Married
null
PhD
Employed
47.776714
Suburban
Comprehensive
null
7
694
5
2023-09-07 15:21:39.155231
Good
Yes
Rarely
Condo
1,221
1,197,034
20
Male
62,895
Single
3
High School
Unemployed
14.923842
Rural
Basic
null
1
354
9
2022-06-19 15:21:39.237118
Poor
No
Rarely
Condo
1,236
1,197,035
26
Male
20,695
Divorced
null
Master's
null
19.881799
Urban
Basic
null
10
445
5
2019-08-24 15:21:39.134960
Good
Yes
Daily
Apartment
757
1,197,036
42
Male
3,434
Single
1
Master's
Employed
18.248931
Rural
Premium
4
2
712
2
2021-01-23 15:21:39.079128
Poor
No
Rarely
Apartment
885
1,197,037
32
Female
71,269
Divorced
4
Master's
Employed
35.845645
Rural
Comprehensive
1
9
709
3
2019-11-14 15:21:39.107553
Average
No
Daily
House
2,139
1,197,038
42
Male
91,784
Married
2
Master's
Unemployed
27.784949
Urban
Comprehensive
3
2
756
8
2019-09-12 15:21:39.155231
Good
No
Weekly
Apartment
2,681
1,197,039
20
Female
18,063
Married
4
Bachelor's
null
40.829901
Urban
Premium
null
17
552
5
2020-02-28 15:21:39.251142
Good
Yes
Weekly
Condo
946
1,197,040
25
Female
16,881
Single
0
Bachelor's
null
42.869559
Rural
Premium
2
6
699
5
2020-03-24 15:21:39.155231
Good
No
Rarely
House
1,871
1,197,041
25
Male
39,155
Divorced
3
Bachelor's
Self-Employed
24.393776
Suburban
Basic
2
10
454
7
2021-01-31 15:21:39.254678
Poor
Yes
Weekly
Apartment
667
1,197,042
55
Male
44,334
Divorced
4
Bachelor's
Employed
15.67955
Urban
Basic
1
12
564
5
2023-08-01 15:21:39.273973
Good
Yes
Rarely
Apartment
1,706
1,197,043
30
Male
49,853
Divorced
4
High School
null
37.992748
Urban
Comprehensive
2
10
757
4
2019-12-16 15:21:39.168099
Poor
No
Weekly
Condo
2,327
1,197,044
18
Male
69,720
null
2
Bachelor's
Self-Employed
34.262822
Urban
Basic
0
2
452
4
2022-04-17 15:21:39.237118
Good
Yes
Weekly
Apartment
482
1,197,045
56
Female
4,615
Divorced
3
High School
Unemployed
12.676818
Suburban
Basic
0
6
446
1
2020-06-10 15:21:39.237118
Poor
No
Monthly
Condo
2,089
1,197,046
38
Female
71,548
Single
null
Master's
Employed
9.067705
Urban
Comprehensive
1
0
433
3
2023-06-10 15:21:39.084065
null
Yes
Monthly
Condo
130
1,197,047
30
Male
141,296
Single
4
High School
Employed
34.638393
Suburban
Premium
2
18
438
8
2024-01-19 15:21:39.155231
Poor
Yes
Monthly
Condo
1,609
1,197,048
53
Male
16,078
Married
4
Master's
Unemployed
15.38695
Urban
Premium
null
11
543
7
2020-12-18 15:21:39.134960
Average
No
Weekly
House
1,059
1,197,049
45
Female
48,605
Married
null
Bachelor's
null
13.959406
Suburban
Basic
3
11
624
9
2024-03-09 15:21:39.117183
Good
No
Rarely
Condo
2,728
1,197,050
28
Female
528
Divorced
2
Bachelor's
null
28.946369
Suburban
Basic
2
8
602
5
2022-02-08 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,038
1,197,051
60
Male
12,984
Divorced
1
Master's
null
null
Urban
Basic
null
12
367
8
2020-05-27 15:21:39.106582
Average
No
Daily
Apartment
1,269
1,197,052
52
Female
53,684
Married
3
Bachelor's
null
34.824712
Rural
Comprehensive
1
9
609
5
2022-08-26 15:21:39.155231
Poor
No
Daily
Apartment
318
1,197,053
37
Male
null
Divorced
3
High School
Employed
4.895303
Suburban
Comprehensive
0
5
734
1
2019-08-25 15:21:39.134960
Poor
Yes
Weekly
House
49
1,197,054
60
Male
7,851
Married
0
Bachelor's
null
8.929051
Urban
Basic
1
18
622
9
2021-07-09 15:21:39.237118
Good
Yes
Monthly
Apartment
2,140
1,197,055
58
Female
16,051
Divorced
4
Master's
Unemployed
27.374053
Suburban
Basic
1
18
353
2
2022-11-25 15:21:39.278402
Poor
Yes
Weekly
Condo
666
1,197,056
32
Male
28,112
Single
0
PhD
Unemployed
22.527172
Urban
Comprehensive
1
15
null
2
2022-01-05 15:21:39.134960
Average
No
Weekly
Condo
907
1,197,057
36
Female
17,035
Divorced
3
Master's
null
33.835379
Urban
Premium
null
7
null
6
2023-10-10 15:21:39.134960
Average
No
Weekly
House
565
1,197,058
46
Female
61,249
Single
4
PhD
Employed
11.495539
Suburban
Basic
1
18
322
6
2024-07-20 15:21:39.180553
Average
Yes
Rarely
House
767
1,197,059
45
Female
199
Married
2
Bachelor's
Unemployed
50.817088
Urban
Premium
1
11
450
7
2020-02-23 15:21:39.186212
Average
No
Daily
Condo
496
1,197,060
47
Male
63,813
Divorced
2
Master's
null
50.904651
Urban
Premium
null
12
622
5
2019-09-17 15:21:39.134960
Average
No
Daily
Apartment
101
1,197,061
23
Male
42,599
Divorced
3
High School
Unemployed
30.908009
Rural
Premium
0
19
null
5
2020-06-08 15:21:39.212862
Average
No
Weekly
Condo
117
1,197,062
61
Female
38,414
Married
0
PhD
null
null
Suburban
Comprehensive
0
1
634
3
2020-12-22 15:21:39.087123
Good
Yes
Monthly
House
1,247
1,197,063
40
Male
1,258
Married
4
Master's
Unemployed
null
Urban
Basic
0
17
521
3
2022-10-24 15:21:39.134960
Average
No
Daily
Apartment
705
1,197,064
46
Female
18,794
Married
1
PhD
Employed
43.857186
Rural
Basic
null
17
629
2
2021-07-27 15:21:39.272456
Average
Yes
Monthly
House
2,586
1,197,065
42
Female
38,572
Divorced
2
High School
null
45.601476
Rural
Basic
0
15
522
6
2020-05-10 15:21:39.155231
Poor
Yes
Monthly
Condo
981
1,197,066
54
Male
39,259
Married
3
Bachelor's
null
3.055827
Suburban
Basic
1
1
587
9
2020-01-10 15:21:39.216387
Poor
Yes
Rarely
Condo
752
1,197,067
22
Male
58,895
Single
1
Bachelor's
null
35.835903
Rural
Premium
1
10
459
5
2020-02-09 15:21:39.288099
Average
Yes
Weekly
Apartment
432
1,197,068
48
Female
15,688
Divorced
4
Master's
null
15.472626
Rural
Premium
null
10
null
7
2021-01-19 15:21:39.285112
Average
Yes
Weekly
Apartment
644
1,197,069
44
Male
27,478
Divorced
2
Bachelor's
Employed
4.447853
Urban
Premium
0
0
null
5
2021-05-02 15:21:39.271453
Good
Yes
Daily
Condo
811
1,197,070
null
Female
70,576
null
0
High School
null
20.104314
Suburban
Premium
2
18
371
7
2020-04-24 15:21:39.197445
Average
Yes
Monthly
Condo
909
1,197,071
53
Female
286
Divorced
4
Master's
null
18.797942
Suburban
Basic
null
3
814
3
2020-08-16 15:21:39.282785
Average
Yes
Daily
Apartment
2,064
1,197,072
48
Male
5,835
Married
1
Master's
Employed
29.354069
Suburban
Premium
2
17
null
6
2021-11-26 15:21:39.095696
Good
Yes
Daily
Apartment
3,180
1,197,073
57
Female
null
Single
null
PhD
Unemployed
49.506312
Urban
Basic
null
13
309
1
2020-05-19 15:21:39.090124
null
Yes
Monthly
Apartment
476
1,197,074
54
Male
5,006
Married
0
Master's
null
15.947268
Urban
Premium
null
11
833
7
2021-04-10 15:21:39.226954
Poor
No
Daily
House
1,698
1,197,075
51
Female
82,332
Married
3
Bachelor's
Self-Employed
16.567872
Suburban
Comprehensive
0
10
644
4
2022-05-14 15:21:39.148733
Average
Yes
Monthly
Apartment
255
1,197,076
32
Male
28,371
Married
3
PhD
null
29.595064
Urban
Basic
1
9
null
5
2023-08-16 15:21:39.289099
Poor
Yes
Daily
Apartment
1,032
1,197,077
20
Female
16,498
Single
2
High School
Employed
24.923552
Urban
Comprehensive
1
0
null
6
2021-06-18 15:21:39.175719
Average
No
Monthly
Apartment
1,335
1,197,078
43
Male
62,274
Single
2
Master's
Unemployed
29.791615
Rural
Comprehensive
null
5
324
3
2022-11-04 15:21:39.083497
Good
No
Daily
Apartment
1,127
1,197,079
33
Male
1,267
Divorced
4
PhD
null
null
Urban
Comprehensive
null
18
null
9
2020-04-23 15:21:39.237118
Poor
No
Daily
Apartment
1,025
1,197,080
50
Male
1,694
Divorced
0
High School
null
13.281673
Suburban
Comprehensive
2
4
null
4
2022-03-06 15:21:39.182597
Good
Yes
Rarely
Condo
1,023
1,197,081
30
Female
15,333
Single
2
Master's
null
34.857116
Urban
Comprehensive
null
11
772
6
2022-08-21 15:21:39.247098
Poor
Yes
Rarely
Condo
658
1,197,082
19
Female
92,487
Married
null
Bachelor's
Unemployed
null
Rural
Basic
1
4
456
4
2021-08-25 15:21:39.149731
Average
Yes
Rarely
House
919
1,197,083
22
Male
43,469
Divorced
2
PhD
Employed
31.922101
Rural
Basic
0
0
543
8
2022-08-21 15:21:39.122134
Poor
No
Monthly
Condo
20
1,197,084
27
Female
3,356
Divorced
0
High School
null
21.785713
Rural
Premium
null
2
773
2
2021-08-16 15:21:39.236064
Good
Yes
Weekly
Condo
2,431
1,197,085
20
Male
16,136
Divorced
1
PhD
null
6.649732
Rural
Comprehensive
2
10
763
2
2024-03-25 15:21:39.276388
Average
Yes
Daily
Condo
1,084
1,197,086
61
Female
3,810
Married
1
Bachelor's
Unemployed
33.582233
Urban
Premium
2
15
473
2
2023-11-25 15:21:39.166062
Good
No
Daily
Condo
2,468
1,197,087
61
Female
33,276
Married
0
PhD
Employed
19.71803
Rural
Comprehensive
0
18
548
1
2024-01-15 15:21:39.084065
Average
No
Daily
Condo
170
1,197,088
64
Male
24,991
Divorced
3
Bachelor's
Employed
40.906919
Urban
Basic
null
15
541
9
2023-10-22 15:21:39.091080
Poor
No
Rarely
House
822
1,197,089
30
Female
74,290
Divorced
0
High School
null
51.153474
Suburban
Comprehensive
2
15
769
2
2022-10-10 15:21:39.093681
Average
No
Weekly
House
1,690
1,197,090
41
Female
11,912
Single
4
Bachelor's
Unemployed
16.624635
Suburban
Premium
null
4
659
4
2024-06-01 15:21:39.218388
Poor
Yes
Weekly
Condo
447
1,197,091
32
Female
17,783
Single
1
PhD
Self-Employed
23.679501
Urban
Comprehensive
0
2
319
9
2022-09-21 15:21:39.290098
null
No
Daily
House
1,351
1,197,092
40
Female
62,520
Divorced
4
Bachelor's
Unemployed
40.092585
Urban
Premium
0
11
753
1
2022-04-06 15:21:39.087123
Average
Yes
Weekly
House
389
1,197,093
57
Female
8,261
Single
null
Bachelor's
Unemployed
33.582631
Urban
Basic
1
8
795
9
2022-03-13 15:21:39.093681
Good
No
Daily
Apartment
474
1,197,094
36
Female
5,769
Married
3
PhD
null
37.759549
Suburban
Premium
0
19
844
4
2021-09-10 15:21:39.198406
Poor
Yes
Monthly
House
431
1,197,095
44
Female
40,306
Married
4
High School
null
24.724779
Suburban
Comprehensive
1
3
559
4
2021-03-28 15:21:39.172097
Average
Yes
Monthly
Condo
886
1,197,096
53
Male
17,220
Married
4
High School
Unemployed
13.448004
Urban
Basic
null
3
456
6
2023-04-21 15:21:39.168099
Average
No
Weekly
House
1,616
1,197,097
31
Male
34,221
Single
0
PhD
Unemployed
38.6535
Urban
Comprehensive
2
4
361
7
2024-01-30 15:21:39.175719
Average
No
Weekly
Condo
1,137
1,197,098
64
Female
44,991
Divorced
1
Master's
Employed
25.789637
Suburban
Premium
null
5
462
1
2020-10-24 15:21:39.085129
Average
Yes
Weekly
House
790
1,197,099
36
Female
4,908
Married
2
PhD
Employed
33.886575
Urban
Premium
null
11
416
6
2020-08-24 15:21:39.084065
Good
No
Rarely
Apartment
4,925