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
1,170,000
27
Female
16,882
Single
1
High School
null
15.187719
Urban
Comprehensive
null
8
391
7
2020-11-18 15:21:39.237118
Poor
No
Weekly
House
493
1,170,001
26
Female
3,058
Married
2
PhD
null
21.723334
Rural
Comprehensive
1
11
null
3
2022-10-06 15:21:39.116179
Good
Yes
Daily
House
2,238
1,170,002
36
Female
15,253
Married
3
Bachelor's
Self-Employed
43.835347
Rural
Basic
null
12
717
4
2021-01-20 15:21:39.170099
Average
No
Weekly
House
607
1,170,003
60
Male
43,740
Married
1
High School
null
10.013075
Rural
Premium
null
6
395
7
2020-03-07 15:21:39.134960
Poor
Yes
Monthly
Condo
726
1,170,004
64
Female
27,281
Divorced
0
Bachelor's
null
8.442163
Rural
Premium
1
12
null
9
2023-09-24 15:21:39.202448
Poor
Yes
Monthly
House
627
1,170,005
48
Female
5,534
Married
null
High School
Self-Employed
10.77663
Urban
Comprehensive
0
0
471
2
2021-05-27 15:21:39.087123
Average
Yes
Weekly
House
2,083
1,170,006
23
Female
23,983
Married
0
Master's
Self-Employed
33.385096
Rural
Comprehensive
1
0
717
2
2022-03-12 15:21:39.082499
Poor
No
Weekly
Apartment
632
1,170,007
31
Male
20,781
Single
null
Master's
Unemployed
44.070853
Rural
Premium
0
10
307
3
2021-11-04 15:21:39.172097
Good
No
Weekly
Condo
934
1,170,008
null
Female
null
Married
4
High School
Self-Employed
33.683968
Suburban
Comprehensive
1
19
449
3
2022-03-06 15:21:39.281787
Good
Yes
Weekly
Condo
130
1,170,009
37
Female
11,814
Divorced
0
High School
null
11.030858
Suburban
Basic
0
1
638
7
2022-11-23 15:21:39.272456
Good
Yes
Weekly
House
1,063
1,170,010
64
Male
44,963
Divorced
2
Bachelor's
null
null
Urban
Premium
null
5
572
8
2022-08-15 15:21:39.245086
Poor
No
Weekly
Condo
772
1,170,011
25
Male
388
Divorced
4
Master's
Employed
37.183739
Rural
Comprehensive
null
6
642
9
2023-07-09 15:21:39.171102
Good
Yes
Monthly
House
546
1,170,012
47
Female
133,523
Divorced
4
Bachelor's
null
31.360092
Urban
Premium
0
10
468
1
2021-06-27 15:21:39.155231
Good
Yes
Weekly
House
3,249
1,170,013
21
Male
89,105
Divorced
1
Bachelor's
Employed
38.143652
Rural
Basic
2
11
429
2
2022-10-29 15:21:39.155231
Average
No
Weekly
House
93
1,170,014
42
Male
8,810
Married
3
High School
null
21.739364
Rural
Comprehensive
0
7
null
4
2022-11-04 15:21:39.134960
Average
No
Monthly
Apartment
481
1,170,015
60
Male
null
Married
null
Master's
null
51.405681
Suburban
Basic
null
5
581
2
2022-06-19 15:21:39.190215
Average
No
Rarely
Apartment
1,172
1,170,016
27
Female
3,455
Married
2
PhD
null
29.890971
Rural
Basic
0
9
568
2
2022-04-27 15:21:39.283783
Average
Yes
Daily
Condo
3,138
1,170,017
27
Female
3,635
Single
3
Master's
Self-Employed
40.078718
Urban
Comprehensive
null
13
694
2
2024-07-22 15:21:39.259788
Average
No
Daily
House
217
1,170,018
37
Male
45,427
Divorced
2
PhD
Unemployed
19.951247
Rural
Basic
0
8
842
1
2023-06-05 15:21:39.112553
Average
Yes
Monthly
Apartment
728
1,170,019
32
Female
19,921
Married
4
PhD
Employed
26.017865
Rural
Basic
null
1
792
1
2021-11-26 15:21:39.134960
Good
No
Rarely
House
1,056
1,170,020
43
Male
80,500
Divorced
0
High School
null
49.386052
Suburban
Comprehensive
null
8
456
9
2023-01-09 15:21:39.271453
Good
Yes
Monthly
Apartment
1,160
1,170,021
63
Female
18,300
Single
1
Bachelor's
Employed
40.09482
Suburban
Basic
0
6
null
9
2022-08-13 15:21:39.237118
Good
Yes
Rarely
House
733
1,170,022
44
Female
2,737
Single
0
PhD
Unemployed
33.550035
Suburban
Basic
1
14
317
1
2022-08-05 15:21:39.205850
null
No
Daily
House
2,554
1,170,023
59
Female
37,485
Single
3
Bachelor's
Self-Employed
10.848721
Rural
Comprehensive
1
4
728
6
2019-10-18 15:21:39.134960
Average
Yes
Monthly
House
812
1,170,024
34
Male
18,138
Married
4
Bachelor's
Self-Employed
28.738883
Urban
Premium
2
19
568
9
2021-10-30 15:21:39.259788
Good
No
Monthly
Condo
1,126
1,170,025
38
Male
38,161
Married
1
Bachelor's
Employed
41.942248
Rural
Basic
null
2
314
1
2020-09-02 15:21:39.184157
Poor
No
Rarely
House
788
1,170,026
25
Female
5,904
Single
1
Master's
null
26.777499
Suburban
Premium
null
12
667
4
2022-11-25 15:21:39.134960
Average
Yes
Rarely
House
1,204
1,170,027
60
Male
1,490
Single
1
Bachelor's
Self-Employed
17.373391
Rural
Comprehensive
2
16
727
8
2021-01-02 15:21:39.174719
Good
No
Daily
Condo
352
1,170,028
47
Female
66,763
Divorced
2
Master's
Unemployed
24.816472
Urban
Premium
0
6
398
2
2023-06-30 15:21:39.134960
Average
No
Daily
House
469
1,170,029
31
Male
7,321
Single
2
High School
null
25.584667
Suburban
Comprehensive
1
6
582
2
2020-08-28 15:21:39.186212
Good
Yes
Weekly
Apartment
468
1,170,030
49
Male
84,081
Married
3
Master's
Self-Employed
50.295727
Suburban
Premium
null
16
754
5
2021-03-14 15:21:39.237118
Average
Yes
Weekly
Condo
1,990
1,170,031
36
Female
64,352
Single
1
Bachelor's
Unemployed
21.967473
Suburban
Comprehensive
0
5
564
8
2021-09-06 15:21:39.144722
Poor
Yes
Daily
Apartment
49
1,170,032
28
Male
38,298
Married
1
Master's
Unemployed
7.989996
Suburban
Basic
1
18
722
9
2023-07-30 15:21:39.253660
Average
Yes
Rarely
Apartment
539
1,170,033
24
Female
6,751
Single
1
Bachelor's
null
24.965398
Urban
Basic
0
12
475
8
2023-07-16 15:21:39.134960
Poor
No
Rarely
Condo
673
1,170,034
36
Male
83,721
Divorced
3
High School
Self-Employed
50.497781
Urban
Premium
0
13
636
5
2024-05-15 15:21:39.146733
Poor
No
Rarely
House
2,155
1,170,035
27
Female
3,908
Divorced
2
Bachelor's
Self-Employed
null
Urban
Premium
1
7
null
5
2022-01-17 15:21:39.166062
Good
Yes
Daily
Condo
876
1,170,036
19
Male
102,527
Single
2
Master's
Self-Employed
33.792885
Suburban
Premium
null
11
346
6
2022-01-05 15:21:39.093681
Good
Yes
Rarely
Apartment
612
1,170,037
58
Male
null
Single
null
PhD
null
41.388836
Suburban
Basic
null
14
364
3
2021-12-06 15:21:39.200452
Poor
No
Monthly
House
1,744
1,170,038
38
Male
67,580
Married
0
PhD
Unemployed
13.959258
Suburban
Comprehensive
0
11
310
6
2022-08-18 15:21:39.194829
Good
No
Rarely
House
1,534
1,170,039
55
Male
1,277
Married
4
PhD
null
25.83621
Urban
Premium
0
1
677
2
2021-01-07 15:21:39.134960
Good
No
Daily
Condo
431
1,170,040
58
Female
125,089
Single
0
PhD
Employed
24.59764
Urban
Comprehensive
1
18
846
8
2022-02-21 15:21:39.252145
null
Yes
Monthly
House
2,886
1,170,041
56
Female
149,936
Married
3
Master's
Self-Employed
null
Rural
Premium
4
15
639
4
2023-08-09 15:21:39.237118
Good
No
Daily
Condo
1,009
1,170,042
42
Male
11,508
Divorced
4
High School
Self-Employed
8.935201
Urban
Basic
1
11
757
9
2021-02-24 15:21:39.134819
Good
No
Weekly
Condo
577
1,170,043
55
Female
78,685
Married
null
Master's
Unemployed
17.716654
Rural
Comprehensive
1
17
700
7
2023-10-16 15:21:39.091080
Average
Yes
Weekly
Apartment
370
1,170,044
36
Female
91,235
Single
0
PhD
null
33.986838
Urban
Premium
1
16
328
1
2021-11-26 15:21:39.092127
Good
Yes
Daily
Condo
393
1,170,045
33
Male
75,947
Married
3
PhD
Self-Employed
40.938501
Urban
Premium
null
0
707
8
2021-12-01 15:21:39.134960
Poor
Yes
Monthly
House
397
1,170,046
36
Female
78
Married
1
Bachelor's
null
28.835397
Urban
Premium
1
8
445
8
2022-11-06 15:21:39.237118
Good
No
Weekly
Condo
1,360
1,170,047
55
Female
37,354
Married
null
Bachelor's
Unemployed
42.868645
Suburban
Comprehensive
1
16
602
4
2021-02-09 15:21:39.100695
Average
No
Daily
House
531
1,170,048
64
Female
39,711
Divorced
3
High School
null
23.843019
Suburban
Comprehensive
null
9
561
8
2020-08-20 15:21:39.218388
Average
Yes
Weekly
House
50
1,170,049
21
Male
8,096
Single
3
Bachelor's
Unemployed
35.769115
Suburban
Comprehensive
1
3
572
3
2023-10-07 15:21:39.285112
Good
Yes
Weekly
House
1,953
1,170,050
36
Male
25,586
Single
0
PhD
Employed
24.646576
Rural
Basic
2
4
448
3
2023-07-18 15:21:39.126661
Average
Yes
Weekly
Apartment
776
1,170,051
44
Male
12,881
Married
1
PhD
Employed
14.652835
Urban
Comprehensive
1
19
718
9
2022-05-22 15:21:39.193945
null
Yes
Rarely
Apartment
2,200
1,170,052
28
Male
30,779
Divorced
0
Master's
Employed
25.854685
Urban
Premium
1
7
null
6
2020-10-02 15:21:39.084065
Good
No
Monthly
Condo
1,010
1,170,053
43
Male
35,484
Divorced
1
Bachelor's
Self-Employed
16.313429
Rural
Basic
null
4
539
8
2023-03-03 15:21:39.155231
Good
No
Rarely
House
26
1,170,054
23
Female
12,963
Divorced
3
Master's
null
46.867195
Urban
Premium
null
7
678
8
2019-12-11 15:21:39.134960
null
Yes
Daily
Condo
857
1,170,055
55
Male
50,903
Single
4
Master's
null
6.56616
Suburban
Premium
0
17
361
9
2023-09-30 15:21:39.198406
Average
Yes
Weekly
House
645
1,170,056
27
Female
30,373
Single
1
High School
Employed
14.760627
Rural
Basic
0
1
554
1
2022-02-21 15:21:39.098696
Good
Yes
Monthly
Apartment
964
1,170,057
26
Female
9,084
Married
2
PhD
Unemployed
29.299569
Rural
Comprehensive
null
9
541
3
2023-05-21 15:21:39.191219
Good
No
Rarely
Apartment
663
1,170,058
45
Male
5,711
Divorced
0
Master's
Employed
18.975909
Rural
Basic
null
8
568
9
2023-01-11 15:21:39.276901
Poor
No
Monthly
Condo
1,228
1,170,059
42
Male
56,528
Divorced
3
High School
null
28.870769
Suburban
Premium
null
14
752
3
2023-10-18 15:21:39.087123
Poor
No
Rarely
House
273
1,170,060
35
Female
6,091
Married
3
Master's
Unemployed
22.494909
Urban
Premium
1
0
576
6
2020-03-19 15:21:39.092127
Poor
Yes
Weekly
Condo
586
1,170,061
53
Female
1,598
Married
0
High School
null
25.19165
Urban
Comprehensive
null
17
532
4
2020-10-13 15:21:39.236064
Average
No
Daily
Apartment
2,661
1,170,062
56
Female
15,380
Divorced
2
Bachelor's
Self-Employed
15.355948
Urban
Basic
null
17
456
1
2019-10-09 15:21:39.105504
Good
Yes
Rarely
Condo
959
1,170,063
29
Female
123,980
Single
0
High School
Employed
null
Urban
Comprehensive
4
11
null
2
2021-07-05 15:21:39.176717
Good
Yes
Rarely
Condo
964
1,170,064
57
Female
2,883
Married
3
PhD
Employed
17.638466
Rural
Premium
2
14
551
2
2022-03-02 15:21:39.155231
Good
Yes
Daily
Apartment
1,180
1,170,065
55
Male
82,049
Divorced
0
Bachelor's
Unemployed
29.890638
Suburban
Basic
0
7
480
6
2019-10-30 15:21:39.155231
Poor
Yes
Daily
House
177
1,170,066
29
Female
7,439
Single
0
Bachelor's
null
4.648844
Urban
Basic
null
17
375
9
2022-10-02 15:21:39.196387
null
No
Monthly
Condo
1,081
1,170,067
48
Female
30,472
Divorced
1
High School
Self-Employed
25.160978
Rural
Premium
null
16
null
9
2023-04-03 15:21:39.235012
Poor
Yes
Daily
House
1,452
1,170,068
24
Female
47,537
Married
2
Bachelor's
Employed
21.385414
Suburban
Comprehensive
1
15
305
7
2020-05-30 15:21:39.247098
Average
No
Weekly
Condo
1,414
1,170,069
61
Female
55,510
Single
2
High School
Unemployed
7.693614
Suburban
Premium
0
10
822
9
2022-03-10 15:21:39.088124
Average
Yes
Daily
Condo
295
1,170,070
23
Female
55,261
Married
4
PhD
Self-Employed
45.059041
Suburban
Premium
2
13
732
9
2023-11-12 15:21:39.155231
Average
Yes
Daily
Apartment
356
1,170,071
39
Male
82,911
Single
2
Bachelor's
Self-Employed
27.716132
Urban
Basic
1
0
382
5
2020-11-20 15:21:39.271453
Poor
No
Monthly
House
1,521
1,170,072
36
Female
45,324
Divorced
null
Bachelor's
Employed
6.894766
Rural
Basic
1
18
531
1
2020-02-03 15:21:39.155231
Good
Yes
Daily
House
1,988
1,170,073
45
Male
22,403
Divorced
0
Bachelor's
null
9.907409
Rural
Comprehensive
0
12
526
5
2021-04-10 15:21:39.290098
Average
No
Monthly
Apartment
1,210
1,170,074
39
Female
null
Married
1
Master's
Self-Employed
35.478887
Suburban
Comprehensive
2
15
553
3
2021-03-02 15:21:39.087123
Poor
No
Daily
House
2,847
1,170,075
32
Female
5,881
Single
1
PhD
Employed
9.959727
Suburban
Comprehensive
null
11
572
1
2023-11-06 15:21:39.261856
Average
No
Rarely
Apartment
250
1,170,076
56
Female
74,830
Divorced
3
Master's
Employed
40.124875
Urban
Comprehensive
1
10
null
2
2024-06-25 15:21:39.226954
Good
Yes
Monthly
Apartment
268
1,170,077
26
Male
29,350
Married
0
Bachelor's
null
26.79649
Suburban
Basic
null
4
468
5
2020-10-19 15:21:39.220389
Poor
No
Daily
House
542
1,170,078
62
Male
39,042
Single
null
Bachelor's
Unemployed
26.182301
Urban
Comprehensive
1
5
719
3
2022-11-22 15:21:39.134960
Good
Yes
Weekly
Condo
1,727
1,170,079
39
Female
15,892
Divorced
1
PhD
null
25.783701
Rural
Comprehensive
null
10
763
5
2020-03-27 15:21:39.172097
Average
No
Rarely
Apartment
36
1,170,080
50
Female
6,868
Married
4
PhD
Self-Employed
15.064198
Suburban
Basic
2
0
585
6
2021-07-27 15:21:39.201446
Poor
No
Daily
Apartment
1,552
1,170,081
40
Male
102,925
Single
2
Master's
null
7.924474
Rural
Comprehensive
0
19
445
1
2023-03-04 15:21:39.272456
Average
No
Rarely
House
115
1,170,082
52
Female
36,493
Single
3
Master's
Employed
26.248057
Urban
Comprehensive
0
6
734
9
2021-04-16 15:21:39.248098
Average
No
Rarely
House
734
1,170,083
57
Male
101,914
Divorced
4
High School
Unemployed
30.906372
Suburban
Basic
2
19
692
2
2022-02-12 15:21:39.233485
null
Yes
Rarely
Condo
733
1,170,084
58
Female
4,264
Divorced
3
PhD
Unemployed
40.291352
Suburban
Comprehensive
0
8
435
3
2024-02-11 15:21:39.087123
Poor
No
Rarely
House
461
1,170,085
45
Female
1,028
Single
3
PhD
Unemployed
null
Suburban
Comprehensive
1
12
751
8
2020-02-14 15:21:39.155231
Good
No
Daily
House
2,499
1,170,086
null
Female
9,984
Married
4
Bachelor's
Self-Employed
36.407539
Urban
Premium
1
8
null
3
2021-01-01 15:21:39.207847
Average
Yes
Monthly
Apartment
984
1,170,087
34
Male
72,548
Divorced
0
Bachelor's
Self-Employed
50.68291
Urban
Premium
0
3
null
6
2022-03-20 15:21:39.192212
Average
No
Rarely
House
26
1,170,088
25
Female
16,076
Divorced
1
Master's
null
7.71965
Urban
Basic
0
11
null
2
2022-02-05 15:21:39.237118
null
Yes
Monthly
Condo
651
1,170,089
61
Female
50,965
Married
2
Bachelor's
Self-Employed
9.188945
Suburban
Comprehensive
0
15
353
3
2022-01-23 15:21:39.211806
Average
Yes
Weekly
Apartment
881
1,170,090
59
Female
32,685
Divorced
3
PhD
Employed
48.870711
Rural
Comprehensive
3
7
null
3
2019-10-02 15:21:39.111551
Poor
Yes
Monthly
Condo
4,921
1,170,091
29
Female
18,309
Single
2
PhD
null
23.039302
Suburban
Basic
2
16
411
4
2021-10-12 15:21:39.252145
Average
Yes
Monthly
House
3,028
1,170,092
18
Female
24,552
Divorced
0
Master's
Employed
42.773858
Urban
Comprehensive
1
15
459
4
2020-06-20 15:21:39.174719
Average
Yes
Daily
Apartment
654
1,170,093
41
Female
4,632
Single
3
PhD
Unemployed
47.447833
Suburban
Comprehensive
1
2
359
9
2021-02-13 15:21:39.259788
Poor
Yes
Rarely
House
1,215
1,170,094
43
Female
144,663
Married
1
High School
null
28.711518
Rural
Basic
0
9
534
3
2020-08-23 15:21:39.228521
Average
Yes
Rarely
Apartment
144
1,170,095
22
Female
4,418
Divorced
3
Master's
null
36.874752
Suburban
Premium
null
14
552
8
2020-11-02 15:21:39.222387
Average
No
Daily
House
37
1,170,096
49
Male
30,634
Divorced
1
Master's
Employed
18.006081
Suburban
Basic
2
12
329
1
2021-09-24 15:21:39.081504
Good
Yes
Monthly
Apartment
1,572
1,170,097
56
Male
10,192
Single
0
High School
Unemployed
8.426635
Urban
Basic
1
17
626
2
2021-04-10 15:21:39.106582
Poor
No
Daily
Apartment
713
1,170,098
29
Female
6,960
Single
1
Master's
Self-Employed
23.516869
Suburban
Premium
1
16
825
5
2022-07-30 15:21:39.134960
Average
Yes
Daily
Condo
1,356
1,170,099
24
Male
24,709
Divorced
2
PhD
null
26.595603
Suburban
Premium
2
2
null
2
2020-04-03 15:21:39.237118
Average
Yes
Weekly
Apartment
947