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
21,000
56
Female
18,307
Divorced
0
High School
null
4.830877
Urban
Premium
null
1
543
9
2024-01-11 15:21:39.155231
Good
Yes
Rarely
Condo
962
21,001
29
Male
62,211
Single
3
PhD
Employed
20.103037
Suburban
Comprehensive
0
9
434
4
2020-01-24 15:21:39.244069
Average
No
Weekly
Condo
50
21,002
32
Female
17,141
Married
4
PhD
Unemployed
27.867667
Rural
Premium
0
16
579
5
2024-03-28 15:21:39.147735
Poor
Yes
Rarely
Apartment
956
21,003
48
Female
null
Married
3
High School
Self-Employed
24.786667
Urban
Comprehensive
null
0
444
6
2022-11-18 15:21:39.250151
Poor
Yes
Rarely
House
416
21,004
56
Male
134,899
Single
1
Bachelor's
Self-Employed
20.938455
Urban
Comprehensive
1
15
315
1
2021-06-16 15:21:39.079128
Average
Yes
Weekly
House
654
21,005
59
Female
54,853
Married
3
Master's
null
19.48752
Urban
Basic
1
15
637
4
2021-05-22 15:21:39.261856
Average
No
Weekly
House
130
21,006
43
Female
94,857
Married
2
PhD
Employed
10.65603
Rural
Premium
0
4
363
2
2023-07-31 15:21:39.226954
Poor
Yes
Rarely
House
1,426
21,007
50
Female
17,761
Single
3
PhD
Self-Employed
28.038361
Suburban
Basic
0
2
641
8
2023-12-25 15:21:39.219432
Good
No
Weekly
House
562
21,008
62
Female
16,374
Married
4
Bachelor's
Unemployed
9.623917
Suburban
Comprehensive
0
1
776
8
2022-07-23 15:21:39.171102
Good
No
Weekly
Apartment
533
21,009
40
Female
91,703
Married
4
PhD
Self-Employed
29.245934
Urban
Comprehensive
0
11
566
2
2019-12-04 15:21:39.081504
Average
No
Rarely
House
87
21,010
36
Female
1,006
Single
4
PhD
null
19.0872
Rural
Comprehensive
null
15
496
3
2024-03-03 15:21:39.220389
Poor
Yes
Weekly
Apartment
227
21,011
21
Male
18,174
Divorced
1
Master's
Self-Employed
13.058806
Suburban
Premium
1
15
594
9
2024-03-01 15:21:39.223390
null
No
Monthly
Condo
562
21,012
54
Female
16,123
Married
4
Master's
null
30.540935
Rural
Comprehensive
0
13
496
9
2022-04-30 15:21:39.172097
Good
Yes
Weekly
Apartment
923
21,013
59
Male
30,221
Married
0
PhD
null
49.819261
Urban
Comprehensive
1
13
515
1
2022-09-01 15:21:39.175719
Poor
No
Rarely
Apartment
931
21,014
31
Male
46,409
Single
3
PhD
Unemployed
37.364589
Suburban
Comprehensive
null
16
691
5
2022-09-22 15:21:39.132191
Average
No
Weekly
Apartment
85
21,015
55
Male
43,837
Divorced
0
Master's
Employed
14.945124
Urban
Basic
null
18
null
8
2022-09-24 15:21:39.165120
Good
Yes
Weekly
House
909
21,016
28
Male
57,590
Divorced
4
High School
Unemployed
18.982846
Rural
Basic
null
17
363
5
2021-04-03 15:21:39.276901
Average
Yes
Rarely
Condo
168
21,017
null
Female
49,091
Divorced
0
High School
null
20.974154
Suburban
Comprehensive
null
1
451
9
2021-08-27 15:21:39.213373
Average
Yes
Rarely
Apartment
393
21,018
32
Male
29,080
Married
1
PhD
Unemployed
23.828801
Suburban
Comprehensive
0
11
698
4
2020-11-19 15:21:39.211806
Average
No
Daily
Apartment
802
21,019
19
Male
16,054
Married
4
Master's
Self-Employed
25.543264
Urban
Premium
null
1
742
7
2021-12-13 15:21:39.148733
Average
No
Rarely
Condo
1,673
21,020
38
Male
29,054
Divorced
2
Master's
Employed
20.281658
Rural
Basic
1
7
609
1
2021-09-16 15:21:39.237118
Poor
No
Rarely
Apartment
1,659
21,021
19
Male
27,384
Single
0
PhD
null
38.63664
Rural
Comprehensive
1
15
519
5
2024-03-04 15:21:39.182597
Good
No
Monthly
Condo
648
21,022
25
Male
2,088
Married
1
Master's
null
40.084848
Rural
Premium
null
3
447
8
2019-12-14 15:21:39.105504
Average
No
Weekly
Apartment
1,822
21,023
42
Female
4,701
null
1
High School
Employed
13.054236
Suburban
Premium
2
15
730
2
2020-09-19 15:21:39.154008
Good
No
Weekly
Apartment
2,619
21,024
48
Male
1,558
Married
4
Bachelor's
null
40.896931
Suburban
Comprehensive
3
16
673
8
2023-07-02 15:21:39.171102
Poor
Yes
Weekly
Condo
2,627
21,025
27
Female
48,732
Married
0
Master's
Employed
51.919398
Rural
Premium
1
8
576
8
2022-09-18 15:21:39.155231
Good
No
Daily
House
583
21,026
63
Female
141,726
Divorced
3
Master's
Self-Employed
19.4518
Suburban
Basic
null
12
360
9
2023-03-14 15:21:39.218388
Poor
Yes
Monthly
Apartment
1,105
21,027
52
Male
43,829
Married
3
Master's
Self-Employed
41.652759
Urban
Comprehensive
1
17
697
2
2020-07-09 15:21:39.155231
Average
No
Monthly
Condo
478
21,028
45
Male
36,454
Married
2
Master's
null
null
Rural
Comprehensive
1
6
null
5
2022-10-11 15:21:39.130190
Poor
Yes
Weekly
Apartment
2,347
21,029
59
Male
11,588
Single
2
Bachelor's
Self-Employed
10.867109
Suburban
Premium
0
11
624
6
2023-11-29 15:21:39.123711
Average
No
Weekly
Apartment
1,086
21,030
48
Male
2,784
Married
3
PhD
null
20.904271
Suburban
Comprehensive
2
4
null
9
2022-07-18 15:21:39.134960
Poor
Yes
Monthly
Apartment
994
21,031
62
Female
16,894
Single
1
Bachelor's
Self-Employed
26.278976
Rural
Comprehensive
1
13
777
7
2024-05-04 15:21:39.088124
Poor
Yes
Rarely
House
966
21,032
44
Female
15,585
Single
1
Master's
Employed
36.15669
Urban
Basic
0
3
null
5
2024-05-06 15:21:39.150730
Average
Yes
Rarely
Apartment
1,432
21,033
41
Male
6,906
Married
2
PhD
Employed
28.067402
Suburban
Comprehensive
1
6
656
5
2019-12-15 15:21:39.264504
Poor
Yes
Weekly
Condo
1,609
21,034
59
Male
5,877
Single
0
PhD
Unemployed
15.601909
Suburban
Comprehensive
0
0
593
1
2021-06-16 15:21:39.237118
Poor
Yes
Rarely
Condo
537
21,035
57
Male
null
Married
3
Master's
Employed
43.26361
Urban
Premium
0
17
713
9
2020-03-10 15:21:39.134960
Good
No
Rarely
House
179
21,036
18
Female
6,791
Married
3
Bachelor's
Self-Employed
9.846166
Suburban
Premium
1
11
432
6
2022-08-25 15:21:39.274993
Average
Yes
Rarely
House
507
21,037
39
Female
26,302
Single
0
Master's
Unemployed
41.361828
Suburban
Premium
0
13
708
6
2024-06-02 15:21:39.202448
Good
No
Weekly
House
226
21,038
27
Female
11,902
Married
0
High School
null
32.955506
Rural
Basic
1
12
427
8
2023-02-28 15:21:39.179186
Average
Yes
Monthly
Condo
612
21,039
62
Female
1,066
Married
2
Master's
Unemployed
29.090134
Suburban
Basic
2
7
null
5
2023-12-10 15:21:39.091080
Good
No
Weekly
Condo
1,432
21,040
37
Male
6,935
Married
0
Master's
Unemployed
45.724999
Suburban
Basic
1
13
null
8
2021-10-18 15:21:39.285112
Good
No
Daily
Condo
904
21,041
57
Male
1,415
Married
0
High School
null
35.427815
Urban
Comprehensive
0
7
705
2
2020-03-14 15:21:39.194829
Good
Yes
Daily
House
28
21,042
35
Male
83,096
Divorced
4
Bachelor's
Employed
22.359909
Rural
Basic
0
1
771
3
2020-07-21 15:21:39.155231
null
No
Rarely
Apartment
2,686
21,043
42
Female
25,375
Married
3
High School
Self-Employed
18.693761
Urban
Basic
0
6
587
4
2021-08-02 15:21:39.192212
Poor
No
Daily
House
876
21,044
32
Male
3,132
Married
0
High School
null
18.738134
Rural
Premium
1
10
300
7
2022-03-11 15:21:39.259788
Poor
Yes
Daily
House
1,430
21,045
64
Female
30,824
Single
4
Master's
Employed
15.745512
Urban
Premium
null
18
723
2
2024-06-11 15:21:39.117183
Good
Yes
Monthly
Condo
438
21,046
57
Male
53,412
Divorced
2
Bachelor's
null
10.757928
Urban
Basic
0
8
389
3
2021-03-25 15:21:39.134960
Good
Yes
Monthly
Apartment
523
21,047
54
Female
8,876
Divorced
1
Master's
Employed
11.746301
Rural
Comprehensive
1
18
588
4
2020-04-20 15:21:39.204201
Average
No
Daily
Condo
3,242
21,048
38
Male
70,869
Divorced
2
PhD
Employed
43.887612
Rural
Comprehensive
null
4
819
3
2024-07-25 15:21:39.084065
Good
Yes
Monthly
Apartment
246
21,049
22
Male
20,507
Divorced
1
Bachelor's
Employed
16.812426
Urban
Premium
null
10
516
3
2022-04-15 15:21:39.272456
Good
No
Weekly
Condo
952
21,050
26
Female
6,945
Single
2
Bachelor's
Self-Employed
16.839202
Urban
Premium
null
1
667
3
2021-11-16 15:21:39.134960
Good
Yes
Monthly
Condo
1,056
21,051
20
Male
null
Married
4
PhD
Unemployed
25.52563
Urban
Basic
1
18
485
8
2021-05-09 15:21:39.148733
Poor
Yes
Daily
Condo
294
21,052
33
Female
27,982
Single
4
Master's
null
47.920928
Suburban
Comprehensive
null
16
663
2
2019-09-08 15:21:39.287115
Good
Yes
Rarely
Apartment
2,137
21,053
61
Male
605
Single
0
High School
Self-Employed
39.167529
Suburban
Premium
0
1
785
5
2021-11-21 15:21:39.244069
null
No
Daily
Condo
821
21,054
21
Male
394
Divorced
3
Master's
Unemployed
25.356665
Rural
Premium
0
17
514
7
2021-06-23 15:21:39.175719
Poor
Yes
Weekly
Condo
615
21,055
24
Male
null
Married
2
Master's
Self-Employed
50.511619
Suburban
Basic
1
6
328
7
2019-09-04 15:21:39.214388
Poor
No
Rarely
House
533
21,056
57
Female
51,718
Divorced
2
Master's
Employed
32.071789
Suburban
Basic
null
16
469
7
2024-08-11 15:21:39.104139
Good
No
Rarely
Apartment
4,452
21,057
56
Female
43,266
Divorced
3
PhD
Self-Employed
8.720195
Rural
Comprehensive
null
15
539
5
2023-10-05 15:21:39.205850
Average
No
Daily
Apartment
2,319
21,058
62
Male
23,258
Divorced
null
Master's
Unemployed
7.8978
Rural
Premium
null
18
482
9
2020-09-19 15:21:39.181605
Average
No
Daily
Apartment
1,077
21,059
42
Male
25,205
Single
1
Master's
Unemployed
43.912078
Urban
Basic
1
12
580
2
2021-09-25 15:21:39.282785
Average
Yes
Weekly
Apartment
307
21,060
46
Male
null
Divorced
2
Master's
Self-Employed
28.594121
Suburban
Premium
null
18
380
7
2023-09-01 15:21:39.125660
Average
No
Weekly
House
939
21,061
32
Male
11,567
Single
1
Bachelor's
null
46.231749
Rural
Premium
2
5
null
9
2020-01-06 15:21:39.102694
Poor
Yes
Rarely
Condo
526
21,062
50
Female
4,564
Divorced
0
High School
Self-Employed
4.536529
Rural
Comprehensive
1
16
727
1
2019-08-22 15:21:39.237118
Average
Yes
Rarely
Condo
1,615
21,063
38
Male
8,295
Married
3
Bachelor's
Unemployed
43.965194
Suburban
Comprehensive
0
9
null
5
2020-05-12 15:21:39.121169
Average
No
Monthly
Apartment
631
21,064
48
Female
77,918
Married
4
Master's
Self-Employed
8.289749
Rural
Premium
1
10
393
3
2021-06-14 15:21:39.289099
Good
No
Weekly
Apartment
191
21,065
41
Male
31,006
Married
0
Master's
null
39.240129
Suburban
Premium
null
19
null
1
2024-06-14 15:21:39.244069
Average
No
Weekly
Condo
946
21,066
21
Male
45,476
Married
4
Master's
null
20.754055
Rural
Comprehensive
1
15
449
2
2020-08-11 15:21:39.155231
Average
Yes
Rarely
House
925
21,067
18
Male
31,248
Divorced
3
Master's
Employed
19.922242
Suburban
Premium
null
5
null
9
2021-08-23 15:21:39.155231
Average
No
Monthly
Condo
2,536
21,068
49
Male
26,203
Divorced
0
PhD
null
19.898604
Urban
Comprehensive
null
7
null
1
2020-06-19 15:21:39.134960
Average
Yes
Daily
Apartment
1,398
21,069
38
Female
8,073
Divorced
0
High School
Self-Employed
10.458883
Rural
Comprehensive
1
9
null
7
2021-12-11 15:21:39.134960
Average
No
Monthly
Condo
1,709
21,070
29
Female
34,372
Single
null
Bachelor's
Self-Employed
18.027919
Urban
Premium
2
9
635
9
2020-12-19 15:21:39.134960
Good
Yes
Rarely
House
662
21,071
39
Female
64,466
null
0
High School
Self-Employed
34.823996
Urban
Premium
null
16
662
4
2024-05-03 15:21:39.148733
null
Yes
Rarely
House
1,447
21,072
30
Female
null
null
3
Bachelor's
Employed
36.001033
Urban
Premium
null
8
null
5
2024-01-01 15:21:39.143708
Average
Yes
Weekly
Condo
381
21,073
21
Female
4,749
Married
0
PhD
null
45.271149
Rural
Premium
0
18
null
8
2023-05-15 15:21:39.134960
Good
No
Weekly
Condo
25
21,074
38
Female
72,440
Single
3
High School
Unemployed
51.78247
Suburban
Comprehensive
null
18
821
8
2022-02-20 15:21:39.185215
Good
Yes
Weekly
Condo
640
21,075
28
Female
37,378
Divorced
null
High School
null
35.683295
Urban
Premium
0
6
582
8
2020-01-11 15:21:39.258696
Average
No
Monthly
Apartment
955
21,076
45
Female
28,656
Married
4
Bachelor's
Employed
29.927131
Urban
Comprehensive
null
10
834
3
2022-01-31 15:21:39.172097
Good
No
Monthly
Apartment
2,495
21,077
32
Male
5,577
Married
2
High School
null
23.361368
Suburban
Comprehensive
null
10
839
5
2023-01-22 15:21:39.225916
Average
Yes
Daily
Apartment
855
21,078
21
Male
8,077
Divorced
2
Bachelor's
Employed
null
Urban
Basic
2
3
791
3
2024-05-15 15:21:39.134960
Average
No
Monthly
Apartment
788
21,079
47
Male
27,892
Single
1
PhD
null
37.073844
Suburban
Comprehensive
null
8
573
3
2022-08-28 15:21:39.194829
Good
No
Daily
Condo
830
21,080
49
Male
24,765
Single
0
PhD
Unemployed
30.577957
Suburban
Comprehensive
null
0
778
8
2020-02-07 15:21:39.110557
Good
Yes
Daily
House
1,181
21,081
39
Female
5,860
Married
2
High School
Employed
43.441677
Urban
Premium
null
3
593
6
2022-05-12 15:21:39.245086
Average
Yes
Daily
House
1,383
21,082
25
Male
43,208
Single
0
High School
Self-Employed
45.244524
Rural
Basic
0
10
727
3
2022-09-14 15:21:39.205850
Poor
Yes
Monthly
House
724
21,083
24
Female
44,963
Divorced
4
PhD
Unemployed
26.174077
Urban
Basic
1
14
591
1
2022-07-26 15:21:39.134960
Average
No
Daily
Apartment
1,708
21,084
37
Male
3,810
Married
1
Master's
Unemployed
23.837204
Urban
Comprehensive
0
14
463
3
2022-06-02 15:21:39.134960
Poor
No
Weekly
House
382
21,085
37
Male
3,058
Single
2
Bachelor's
Self-Employed
20.07642
Rural
Premium
0
17
470
2
2020-01-17 15:21:39.252145
null
Yes
Monthly
House
837
21,086
61
Female
104,724
Divorced
null
Master's
Self-Employed
17.283936
Suburban
Comprehensive
null
14
376
8
2020-10-02 15:21:39.122134
Good
Yes
Rarely
House
3,063
21,087
63
Female
6,093
Married
3
High School
null
40.749466
Urban
Basic
1
14
699
1
2023-09-07 15:21:39.134960
Good
Yes
Monthly
Condo
185
21,088
51
Male
8,891
Single
0
Master's
Self-Employed
46.185417
Suburban
Basic
null
14
650
7
2021-11-01 15:21:39.252145
Average
No
Daily
House
487
21,089
34
Female
16,987
Divorced
3
Master's
null
39.539346
Suburban
Basic
null
10
477
3
2020-05-29 15:21:39.283783
Good
No
Daily
House
1,740
21,090
26
Male
9,072
Single
3
Bachelor's
null
8.976383
Suburban
Comprehensive
1
17
659
5
2021-05-11 15:21:39.226954
Poor
No
Daily
House
1,110
21,091
56
Male
12,094
Married
3
PhD
Employed
8.352228
Suburban
Basic
null
5
781
6
2019-12-07 15:21:39.155231
Good
No
Weekly
Apartment
1,465
21,092
52
Male
78,818
Single
2
PhD
Unemployed
null
Urban
Premium
1
15
687
8
2021-10-27 15:21:39.190215
null
No
Daily
House
604
21,093
37
Male
17,625
Single
1
Master's
Self-Employed
19.542112
Suburban
Premium
2
12
568
9
2020-11-27 15:21:39.155231
Average
No
Monthly
Apartment
428
21,094
19
Female
88,187
Divorced
0
PhD
null
35.749645
Suburban
Premium
0
12
773
6
2023-03-22 15:21:39.089116
Poor
No
Rarely
House
371
21,095
56
Female
1,035
Single
0
PhD
null
41.91811
Suburban
Premium
1
2
787
6
2020-02-21 15:21:39.155231
Average
No
Rarely
House
29
21,096
39
Female
9,072
Divorced
2
High School
null
29.638496
Urban
Premium
null
19
477
1
2023-11-28 15:21:39.274993
Poor
No
Weekly
House
1,278
21,097
29
Male
35,705
Single
1
PhD
Unemployed
16.887302
Urban
Comprehensive
3
6
null
7
2020-09-21 15:21:39.237118
Poor
Yes
Weekly
House
146
21,098
62
Male
117,269
Divorced
null
Master's
null
10.248736
Suburban
Premium
3
7
670
2
2020-04-25 15:21:39.147735
Good
Yes
Rarely
House
2,855
21,099
64
Male
67,864
Married
4
PhD
Unemployed
18.236564
Rural
Basic
null
11
392
7
2024-02-03 15:21:39.084065
Average
No
Weekly
House
865