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
24,000
36
Male
null
Single
3
High School
Self-Employed
41.828987
Urban
Premium
1
6
397
8
2022-12-20 15:21:39.126661
Average
Yes
Monthly
House
2,386
24,001
63
Male
39,581
Single
1
Master's
Unemployed
16.241716
Urban
Comprehensive
1
0
795
8
2021-02-06 15:21:39.134960
Good
No
Weekly
Apartment
746
24,002
24
Male
null
Divorced
4
Bachelor's
Employed
28.098587
Suburban
Basic
null
4
459
3
2019-10-12 15:21:39.261856
Poor
No
Daily
Apartment
130
24,003
35
Female
108,829
Single
3
High School
Self-Employed
27.838301
Rural
Premium
1
17
590
1
2020-03-02 15:21:39.131192
Good
Yes
Weekly
Apartment
161
24,004
27
Male
1,708
Divorced
2
High School
Unemployed
28.44269
Suburban
Premium
0
5
457
7
2020-12-12 15:21:39.205850
Poor
No
Rarely
House
962
24,005
58
Male
14,927
Single
2
Bachelor's
Employed
30.849633
Urban
Premium
3
13
677
7
2022-05-01 15:21:39.237118
Good
Yes
Rarely
House
1,271
24,006
48
Female
7,073
Divorced
2
Bachelor's
null
25.170711
Urban
Basic
2
4
310
2
2020-03-16 15:21:39.189223
Average
No
Monthly
Apartment
827
24,007
49
Male
449
Divorced
4
PhD
Employed
12.944898
Rural
Comprehensive
1
12
742
1
2020-06-03 15:21:39.288099
Poor
No
Weekly
Apartment
23
24,008
22
Male
12,881
Divorced
2
PhD
null
20.828696
Rural
Basic
0
17
null
3
2023-12-08 15:21:39.134960
Good
No
Rarely
House
1,211
24,009
18
Female
6,430
Divorced
2
High School
null
11.356845
Urban
Premium
1
14
476
8
2024-04-02 15:21:39.194829
Poor
Yes
Rarely
House
1,268
24,010
20
Female
42,850
Divorced
3
Bachelor's
null
27.287503
Suburban
Comprehensive
null
12
655
5
2024-02-04 15:21:39.244069
Poor
Yes
Weekly
Apartment
288
24,011
41
Female
14,069
Divorced
0
High School
null
24.992855
Suburban
Basic
1
14
479
4
2020-01-19 15:21:39.155231
Average
No
Monthly
Condo
809
24,012
40
Male
30,538
Married
1
Bachelor's
Employed
8.243096
Rural
Premium
1
6
418
6
2024-05-02 15:21:39.134960
Average
No
Rarely
Apartment
727
24,013
56
Male
14,085
Single
1
Bachelor's
null
25.914705
Urban
Comprehensive
3
7
629
6
2022-03-04 15:21:39.168099
Poor
Yes
Rarely
Apartment
1,806
24,014
56
Female
1,878
Divorced
4
Bachelor's
null
41.586943
Suburban
Basic
1
17
598
2
2023-05-11 15:21:39.251142
Average
Yes
Rarely
Apartment
1,857
24,015
61
Male
12,069
Single
3
Bachelor's
null
39.547667
Urban
Comprehensive
null
15
null
4
2023-05-03 15:21:39.237118
Poor
No
Daily
Condo
841
24,016
31
Female
91,499
Divorced
1
Bachelor's
null
32.918282
Urban
Comprehensive
null
8
352
7
2023-10-23 15:21:39.199447
Good
Yes
Daily
Apartment
3,111
24,017
36
Female
17,862
Divorced
null
High School
null
49.927262
Suburban
Comprehensive
1
5
466
9
2023-06-16 15:21:39.237118
Good
Yes
Weekly
House
1,442
24,018
47
Female
66,155
Single
4
Bachelor's
Self-Employed
21.652673
Rural
Premium
2
4
530
4
2021-02-01 15:21:39.155231
Poor
No
Rarely
Apartment
129
24,019
24
Male
14,574
Single
1
Bachelor's
null
47.049072
Suburban
Basic
0
12
489
4
2023-11-03 15:21:39.115178
Poor
No
Daily
Condo
2,362
24,020
51
Male
30,272
Divorced
2
High School
Employed
44.326548
Rural
Premium
0
10
802
4
2022-11-27 15:21:39.237118
Poor
No
Rarely
Condo
1,061
24,021
30
Female
25,002
Single
0
Master's
Self-Employed
12.61802
Suburban
Basic
null
2
746
2
2022-05-06 15:21:39.108562
Average
Yes
Monthly
Condo
25
24,022
25
Male
45,620
Single
1
Bachelor's
Self-Employed
32.391094
Rural
Comprehensive
0
16
541
3
2021-09-07 15:21:39.206847
Poor
No
Daily
Apartment
612
24,023
35
Male
57,954
Married
3
High School
Unemployed
null
Urban
Basic
2
2
461
5
2022-10-22 15:21:39.263607
Good
No
Rarely
House
1,588
24,024
51
Male
3,246
Single
4
PhD
null
16.350184
Rural
Basic
0
19
438
4
2021-01-25 15:21:39.208842
Average
Yes
Rarely
Condo
1,264
24,025
27
Female
8,892
Single
1
Master's
Self-Employed
24.52631
Suburban
Basic
1
15
495
9
2021-01-01 15:21:39.094752
Good
No
Weekly
Apartment
1,344
24,026
27
Female
18,491
Married
2
Master's
Unemployed
24.055607
Rural
Basic
null
1
null
6
2021-09-07 15:21:39.120168
Average
Yes
Rarely
House
1,859
24,027
25
Male
null
Married
3
High School
null
19.07071
Suburban
Basic
null
6
816
6
2024-07-06 15:21:39.168099
null
No
Daily
Apartment
2,160
24,028
63
Female
35,358
Divorced
2
High School
null
17.42446
Suburban
Premium
0
10
742
7
2020-11-06 15:21:39.285112
Good
Yes
Weekly
House
4,108
24,029
27
Female
null
Single
0
Master's
null
49.065133
Urban
Basic
4
19
null
6
2024-07-16 15:21:39.079128
Poor
Yes
Monthly
Condo
3,168
24,030
61
Male
37,117
Married
null
Bachelor's
Unemployed
12.524895
Suburban
Basic
1
19
674
5
2022-09-11 15:21:39.232526
Average
Yes
Monthly
Condo
2,132
24,031
50
Female
7,828
Single
2
PhD
null
33.974673
Rural
Comprehensive
2
10
742
6
2023-12-18 15:21:39.237118
Good
No
Monthly
Condo
484
24,032
63
Female
15,762
Married
2
High School
Employed
13.826574
Rural
Comprehensive
1
16
805
2
2021-07-22 15:21:39.175719
Good
Yes
Monthly
Condo
36
24,033
52
Male
32,019
Married
0
PhD
Unemployed
14.162538
Urban
Premium
2
8
394
9
2019-10-23 15:21:39.185215
Average
No
Weekly
Apartment
632
24,034
41
Male
57,783
Married
0
Bachelor's
Unemployed
25.716117
Suburban
Basic
0
0
456
6
2024-06-13 15:21:39.237118
Average
No
Daily
House
1,027
24,035
62
Male
86,790
Single
0
Master's
null
31.73929
Urban
Comprehensive
0
10
649
1
2024-04-15 15:21:39.200452
Average
Yes
Daily
House
181
24,036
50
Male
9,736
Divorced
1
PhD
Employed
17.92223
Suburban
Premium
1
6
null
1
2022-05-14 15:21:39.201446
Poor
Yes
Rarely
Apartment
425
24,037
36
Male
74,479
Married
3
Bachelor's
null
20.228975
Suburban
Basic
null
14
null
8
2020-10-13 15:21:39.126661
Poor
No
Daily
Condo
147
24,038
42
Male
null
Divorced
1
Bachelor's
null
24.593565
Urban
Premium
null
13
398
3
2022-06-04 15:21:39.254678
Good
Yes
Daily
Apartment
3,072
24,039
25
Female
14,081
Single
1
Bachelor's
null
13.726341
Urban
Basic
null
3
704
9
2022-08-07 15:21:39.082499
Average
Yes
Rarely
Apartment
1,704
24,040
29
Female
52,490
Single
0
Master's
Self-Employed
22.44348
Suburban
Premium
2
8
574
5
2022-09-07 15:21:39.225916
Poor
Yes
Monthly
House
4,061
24,041
52
Male
142,282
Married
null
PhD
null
15.243546
Rural
Premium
null
3
791
7
2023-04-30 15:21:39.288099
null
No
Monthly
Condo
1,838
24,042
39
Female
6,822
Married
2
Bachelor's
Employed
null
Suburban
Premium
null
0
421
6
2023-09-30 15:21:39.134960
Average
No
Rarely
House
1,719
24,043
42
Male
80,922
Married
3
Master's
Unemployed
33.384731
Urban
Basic
0
5
598
7
2020-07-25 15:21:39.085129
Good
Yes
Weekly
House
192
24,044
63
Female
43,433
Married
1
High School
Self-Employed
null
Rural
Comprehensive
null
0
709
2
2021-07-26 15:21:39.276901
Average
Yes
Weekly
House
745
24,045
25
Male
120,761
Divorced
null
Bachelor's
null
46.099064
Urban
Basic
2
13
361
1
2022-07-14 15:21:39.134960
Poor
Yes
Daily
House
1,544
24,046
60
Female
5,958
Single
4
Master's
Unemployed
10.420765
Suburban
Premium
0
8
572
6
2023-10-04 15:21:39.261856
Good
Yes
Daily
Apartment
712
24,047
50
Female
1,006
Married
null
High School
Employed
13.484934
Rural
Comprehensive
1
5
561
4
2022-11-04 15:21:39.283783
Good
No
Daily
House
2,389
24,048
22
Female
8,018
null
2
Bachelor's
null
12.897899
Suburban
Basic
3
19
503
5
2021-03-21 15:21:39.258696
Poor
No
Weekly
House
817
24,049
24
Female
12,552
Married
4
Master's
Unemployed
32.049292
Rural
Premium
0
19
662
3
2020-06-01 15:21:39.123711
Good
Yes
Rarely
Condo
24
24,050
60
Female
52,441
Divorced
3
Master's
Unemployed
6.542128
Rural
Comprehensive
0
9
662
1
2019-09-15 15:21:39.193945
Good
No
Daily
Apartment
419
24,051
26
Female
27,153
Single
0
PhD
null
10.281974
Rural
Basic
1
19
766
4
2024-01-26 15:21:39.167099
Average
No
Rarely
Apartment
3,461
24,052
22
Male
6,878
Married
4
Bachelor's
Employed
24.564383
Urban
Basic
0
4
null
8
2022-09-12 15:21:39.172097
Poor
Yes
Daily
Apartment
2,468
24,053
28
Female
72,338
Married
1
PhD
Self-Employed
23.013058
Rural
Premium
1
12
412
4
2022-03-24 15:21:39.228521
Poor
No
Rarely
Apartment
132
24,054
49
Female
10,198
Single
1
Master's
Employed
9.982289
Rural
Comprehensive
null
3
497
3
2024-04-27 15:21:39.206847
Good
Yes
Daily
Apartment
1,032
24,055
53
Female
43,905
Divorced
4
High School
null
9.244536
Suburban
Premium
null
14
null
4
2021-07-23 15:21:39.204790
Good
Yes
Weekly
Apartment
615
24,056
18
Female
27,771
Divorced
1
High School
Self-Employed
19.36834
Rural
Basic
2
2
639
5
2021-01-22 15:21:39.255696
Good
No
Daily
House
1,197
24,057
35
Female
12,086
Single
0
Bachelor's
null
45.789118
Suburban
Premium
0
8
587
2
2020-03-02 15:21:39.170099
Average
Yes
Rarely
Condo
1,066
24,058
31
Male
20,370
Married
4
Master's
Unemployed
35.4465
Rural
Basic
1
16
708
7
2019-11-08 15:21:39.281787
Poor
No
Daily
House
548
24,059
40
Female
5,075
Married
null
Bachelor's
Self-Employed
36.038404
Urban
Premium
null
4
null
1
2020-01-27 15:21:39.173834
Poor
No
Monthly
Condo
2,213
24,060
51
Male
127,035
Single
3
Bachelor's
null
19.813631
Rural
Basic
0
12
598
7
2021-10-01 15:21:39.283783
Average
Yes
Weekly
Condo
110
24,061
40
Male
1,979
Married
4
PhD
null
41.569489
Suburban
Comprehensive
0
7
746
5
2021-06-18 15:21:39.133866
Poor
No
Daily
House
53
24,062
59
Female
43,520
Single
0
Bachelor's
null
9.738756
Rural
Comprehensive
1
16
335
2
2022-09-29 15:21:39.103944
Average
No
Weekly
House
1,204
24,063
38
Male
25,961
Married
2
Bachelor's
null
41.723647
Urban
Comprehensive
null
2
null
7
2022-11-17 15:21:39.177724
Average
Yes
Rarely
Condo
2,107
24,064
57
Female
34,537
Married
4
Bachelor's
Employed
11.938594
Urban
Basic
null
7
null
4
2022-11-02 15:21:39.111551
Average
No
Rarely
Condo
1,439
24,065
62
Male
2,666
Divorced
null
PhD
Employed
null
Urban
Comprehensive
1
5
687
9
2019-10-17 15:21:39.191219
Average
Yes
Monthly
Apartment
1,051
24,066
52
Male
24,897
Married
3
PhD
null
7.07795
Urban
Basic
null
18
617
6
2024-03-10 15:21:39.278402
Poor
Yes
Daily
Condo
2,904
24,067
19
Male
84,534
Single
1
High School
Employed
12.62403
Rural
Basic
1
10
657
6
2019-08-25 15:21:39.194829
Good
Yes
Rarely
Apartment
38
24,068
62
Male
54,486
Single
2
Bachelor's
Unemployed
13.271744
Urban
Basic
null
8
null
7
2023-09-26 15:21:39.271453
Average
Yes
Weekly
Apartment
316
24,069
40
Male
37,253
Divorced
2
Master's
Employed
21.977932
Suburban
Comprehensive
null
8
813
8
2023-08-04 15:21:39.155231
Average
Yes
Weekly
Apartment
843
24,070
46
Female
null
Single
1
Bachelor's
Employed
46.067542
Urban
Basic
0
9
431
4
2024-01-17 15:21:39.193945
Good
No
Weekly
Condo
1,196
24,071
44
Female
null
Married
4
High School
Unemployed
23.629528
Suburban
Basic
null
10
449
5
2019-11-06 15:21:39.100695
Good
No
Daily
Condo
2,126
24,072
64
Male
105,755
Married
0
Bachelor's
null
31.994739
Urban
Basic
null
11
583
1
2021-09-19 15:21:39.106582
Good
No
Monthly
Condo
198
24,073
48
Male
710
Divorced
4
PhD
Employed
39.972258
Urban
Comprehensive
2
3
554
6
2020-12-18 15:21:39.194829
Poor
Yes
Rarely
Condo
1,225
24,074
62
Female
11,145
Married
1
High School
Unemployed
null
Rural
Premium
1
8
690
2
2024-02-19 15:21:39.093681
Poor
No
Weekly
Apartment
2,589
24,075
59
Female
13,894
Divorced
1
Bachelor's
Self-Employed
13.347736
Rural
Premium
2
16
837
2
2021-05-21 15:21:39.111551
Poor
No
Weekly
Apartment
2,661
24,076
50
Female
35,689
Single
3
High School
Unemployed
28.020833
Suburban
Premium
1
11
841
1
2023-08-24 15:21:39.091080
Average
No
Rarely
House
2,666
24,077
61
Male
3,680
Divorced
2
High School
Employed
30.814129
Suburban
Premium
0
14
734
5
2024-06-24 15:21:39.134960
Good
Yes
Weekly
Apartment
2,146
24,078
49
Male
30,292
Married
null
PhD
null
6.465871
Urban
Premium
null
19
623
6
2023-03-20 15:21:39.170099
Average
No
Daily
Apartment
901
24,079
45
Female
27,604
Divorced
0
Master's
Employed
23.895372
Urban
Basic
2
16
569
8
2023-01-13 15:21:39.155231
Good
No
Weekly
Condo
1,740
24,080
26
Female
39,042
Married
0
Bachelor's
Unemployed
24.337424
Urban
Premium
0
12
513
6
2021-08-08 15:21:39.144722
Average
No
Monthly
Apartment
842
24,081
64
Male
51,591
Married
1
PhD
Unemployed
25.309851
Rural
Premium
0
12
796
3
2024-05-22 15:21:39.190215
Good
Yes
Weekly
Condo
382
24,082
22
Female
28,409
Married
1
High School
Employed
20.175746
Rural
Comprehensive
null
18
346
5
2022-10-12 15:21:39.256696
Good
No
Monthly
House
564
24,083
54
Female
70,894
Single
2
High School
Employed
13.865233
Rural
Comprehensive
1
18
null
4
2023-03-16 15:21:39.272456
null
Yes
Monthly
Apartment
3,167
24,084
64
Female
38,298
Divorced
4
High School
Unemployed
7.079915
Rural
Premium
null
8
503
5
2024-03-19 15:21:39.134960
Poor
No
Daily
Apartment
1,342
24,085
29
Female
13,021
Divorced
0
PhD
Self-Employed
41.613915
Suburban
Basic
2
17
null
3
2022-03-09 15:21:39.154008
Good
Yes
Monthly
House
631
24,086
41
Male
138,884
Married
0
High School
Employed
8.144977
Suburban
Comprehensive
2
3
397
8
2022-03-09 15:21:39.083497
Poor
No
Monthly
Apartment
1,664
24,087
42
Male
null
Single
0
Bachelor's
Employed
12.829262
Urban
Comprehensive
null
13
322
9
2023-01-24 15:21:39.134960
Average
Yes
Weekly
Condo
645
24,088
28
Female
138,810
Single
2
Bachelor's
Employed
27.902305
Urban
Comprehensive
2
1
722
7
2024-05-31 15:21:39.097737
Good
No
Rarely
Apartment
2,519
24,089
18
Female
84,573
Married
2
PhD
Self-Employed
11.69002
Urban
Premium
0
2
432
1
2019-09-28 15:21:39.189223
Poor
No
Monthly
Apartment
1,035
24,090
37
Female
68,944
Single
0
High School
null
17.827132
Suburban
Premium
0
4
null
6
2021-07-06 15:21:39.130190
Average
No
Weekly
Condo
302
24,091
25
Female
86,966
Divorced
4
Bachelor's
null
30.356588
Urban
Basic
0
16
null
9
2023-05-11 15:21:39.154008
null
Yes
Monthly
Apartment
65
24,092
23
Male
38,729
Married
0
PhD
null
7.099532
Suburban
Premium
1
5
331
3
2021-04-16 15:21:39.280784
null
Yes
Daily
Apartment
708
24,093
63
Male
43,611
Divorced
0
Bachelor's
Unemployed
39.622781
Suburban
Basic
0
18
464
8
2024-06-16 15:21:39.255696
Average
Yes
Rarely
Apartment
3,674
24,094
42
Male
44,936
Single
4
Master's
Employed
15.879213
Suburban
Premium
1
13
null
1
2022-11-05 15:21:39.126661
Poor
Yes
Monthly
Apartment
966
24,095
38
Male
25,196
Single
2
High School
null
18.839225
Rural
Comprehensive
0
17
629
5
2020-10-02 15:21:39.155231
Average
Yes
Rarely
Condo
694
24,096
38
Male
2,956
Married
1
Master's
Unemployed
22.694745
Urban
Comprehensive
null
14
824
2
2019-12-25 15:21:39.171102
Average
No
Daily
Apartment
588
24,097
55
Male
1,112
null
1
High School
null
43.814493
Urban
Comprehensive
1
13
831
7
2020-04-27 15:21:39.147735
Average
Yes
Rarely
Apartment
2,940
24,098
20
Female
26,667
Single
4
PhD
Employed
21.387684
Suburban
Comprehensive
0
7
796
9
2020-05-17 15:21:39.202448
Poor
Yes
Rarely
Apartment
1,614
24,099
19
Male
713
Married
4
Bachelor's
Self-Employed
35.381189
Rural
Premium
null
7
350
9
2022-06-17 15:21:39.201446
Average
Yes
Monthly
Condo
1,129