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
1,173,000
45
Male
7,782
Married
1
High School
Unemployed
20.903755
Rural
Premium
3
3
538
3
2023-01-19 15:21:39.155231
Good
No
Monthly
Condo
38
1,173,001
38
Male
100,403
Married
3
PhD
null
43.555799
Urban
Basic
0
4
495
7
2020-06-17 15:21:39.155231
Good
Yes
Weekly
Apartment
2,811
1,173,002
51
Male
29,080
Divorced
4
Bachelor's
Unemployed
47.469027
Rural
Basic
1
11
381
5
2024-07-20 15:21:39.177724
Good
Yes
Monthly
Condo
635
1,173,003
33
Female
null
Divorced
2
Master's
null
49.752949
Rural
Basic
1
8
422
8
2022-08-13 15:21:39.100695
Poor
No
Daily
Apartment
661
1,173,004
55
Male
null
Divorced
4
Bachelor's
Employed
16.393934
Rural
Basic
null
4
393
8
2021-11-09 15:21:39.213373
Poor
Yes
Daily
Apartment
1,330
1,173,005
60
Female
35,133
Single
0
PhD
Unemployed
7.594541
Suburban
Basic
2
17
393
2
2021-11-16 15:21:39.166062
Good
No
Monthly
House
1,507
1,173,006
24
Male
99,391
Married
4
High School
Self-Employed
6.881669
Urban
Basic
0
3
426
5
2021-03-28 15:21:39.270454
Average
Yes
Rarely
House
587
1,173,007
50
Male
4,025
Divorced
1
PhD
Self-Employed
9.611641
Suburban
Premium
0
15
818
5
2022-05-29 15:21:39.097737
Average
No
Rarely
Condo
228
1,173,008
46
Female
17,763
Divorced
2
Bachelor's
null
31.908701
Urban
Comprehensive
1
8
734
1
2023-11-04 15:21:39.155231
Average
No
Rarely
Condo
526
1,173,009
56
Female
12,096
Divorced
3
PhD
Unemployed
5.010629
Urban
Basic
0
10
766
9
2020-11-15 15:21:39.134960
Good
No
Weekly
House
609
1,173,010
57
Male
39,074
Married
1
PhD
null
21.876643
Urban
Premium
2
5
575
9
2022-03-15 15:21:39.247098
Average
Yes
Rarely
Condo
1,033
1,173,011
18
Male
2,387
Divorced
3
High School
Employed
16.809619
Urban
Premium
1
9
514
1
2023-11-06 15:21:39.134960
Good
Yes
Rarely
Condo
3,167
1,173,012
52
Female
29,715
Divorced
4
Master's
Employed
44.964726
Urban
Premium
1
4
712
8
2020-11-27 15:21:39.155231
Average
No
Rarely
Apartment
639
1,173,013
20
Female
10,615
Single
3
Bachelor's
Employed
20.161236
Suburban
Comprehensive
1
13
657
3
2020-12-26 15:21:39.224915
Good
No
Rarely
Apartment
774
1,173,014
49
Male
18,791
Single
0
Bachelor's
Employed
33.013735
Urban
Premium
2
5
773
2
2021-02-10 15:21:39.261856
Average
Yes
Weekly
Apartment
1,358
1,173,015
50
Female
39,139
Married
0
High School
Employed
29.651559
Suburban
Premium
null
7
792
6
2023-02-02 15:21:39.215386
Poor
Yes
Monthly
Condo
2,589
1,173,016
39
Male
57,859
Single
null
Master's
Unemployed
38.796408
Urban
Basic
1
6
421
4
2023-11-22 15:21:39.172097
Good
No
Monthly
Apartment
283
1,173,017
38
Female
16,619
Divorced
1
PhD
Unemployed
27.812346
Rural
Comprehensive
1
10
522
8
2022-07-23 15:21:39.117183
Average
Yes
Rarely
House
709
1,173,018
32
Female
16,084
Single
null
PhD
Self-Employed
19.857248
Suburban
Comprehensive
0
11
null
6
2021-02-23 15:21:39.260856
Average
No
Rarely
House
903
1,173,019
53
Female
17,091
Divorced
null
PhD
Self-Employed
20.91225
Rural
Comprehensive
null
15
624
4
2022-05-24 15:21:39.276901
Poor
No
Daily
House
1,251
1,173,020
39
Male
17,175
Married
4
Master's
Employed
40.145838
Urban
Comprehensive
0
18
508
7
2022-01-02 15:21:39.167099
Good
No
Weekly
Apartment
1,482
1,173,021
24
Female
7,991
Married
2
Master's
Employed
18.079274
Rural
Comprehensive
null
16
567
9
2023-07-27 15:21:39.251142
Poor
No
Daily
House
872
1,173,022
34
Female
30,280
Single
3
Master's
Unemployed
33.388849
Rural
Comprehensive
2
18
null
4
2021-10-19 15:21:39.134960
Average
No
Monthly
Apartment
925
1,173,023
37
Male
34
Married
2
High School
Self-Employed
29.177559
Rural
Premium
null
6
492
8
2020-10-05 15:21:39.093681
Poor
Yes
Weekly
Apartment
948
1,173,024
63
Female
21,396
Single
0
PhD
Unemployed
44.501824
Rural
Comprehensive
null
5
683
6
2020-02-16 15:21:39.163910
Poor
Yes
Monthly
Condo
512
1,173,025
60
Male
3,698
Single
2
PhD
Employed
39.293343
Rural
Premium
2
2
585
3
2022-02-02 15:21:39.237118
Average
Yes
Monthly
Condo
21
1,173,026
50
Male
14,991
Single
1
High School
null
null
Suburban
Basic
null
11
646
7
2023-05-05 15:21:39.134960
Average
Yes
Monthly
House
541
1,173,027
36
Male
15,065
Single
4
Master's
Self-Employed
44.449903
Rural
Comprehensive
2
6
334
2
2023-12-25 15:21:39.085129
Average
No
Monthly
House
881
1,173,028
21
Female
43,435
Divorced
2
PhD
Unemployed
11.917658
Rural
Basic
0
17
738
4
2022-03-24 15:21:39.247098
Good
No
Daily
Apartment
2,891
1,173,029
35
Female
64,390
Single
1
PhD
Unemployed
40.994813
Rural
Premium
0
13
344
5
2019-10-10 15:21:39.261856
Average
No
Monthly
Apartment
595
1,173,030
47
Female
38,287
Single
4
High School
Self-Employed
22.766832
Suburban
Premium
0
19
673
2
2020-02-04 15:21:39.134960
Poor
No
Monthly
House
784
1,173,031
49
Female
68,823
Single
1
PhD
Employed
25.530412
Suburban
Premium
1
4
772
3
2020-07-09 15:21:39.207847
Average
Yes
Weekly
House
148
1,173,032
24
Male
38,572
Divorced
0
High School
null
41.597344
Suburban
Basic
0
11
579
2
2019-12-07 15:21:39.108562
Poor
No
Daily
House
2,100
1,173,033
60
Male
3,780
Married
2
High School
Self-Employed
33.0745
Urban
Comprehensive
0
2
659
7
2020-12-12 15:21:39.171102
Average
Yes
Weekly
Apartment
2,295
1,173,034
50
Male
44,012
Married
1
High School
Employed
51.336914
Rural
Premium
1
17
656
8
2021-10-20 15:21:39.134960
Average
No
Rarely
Apartment
1,312
1,173,035
33
Female
8,093
Married
0
Master's
null
34.493047
Urban
Basic
null
1
705
7
2023-11-19 15:21:39.258696
Poor
Yes
Weekly
House
1,271
1,173,036
54
Female
16,285
Divorced
null
PhD
Employed
13.181706
Urban
Comprehensive
0
5
469
1
2022-04-17 15:21:39.224915
Good
Yes
Daily
House
1,121
1,173,037
49
Male
125,562
Single
1
Bachelor's
Employed
43.926185
Rural
Comprehensive
2
15
379
9
2021-12-29 15:21:39.096739
Poor
Yes
Daily
House
1,669
1,173,038
38
Male
26,556
Married
3
Master's
null
20.749376
Suburban
Comprehensive
2
6
null
9
2020-07-18 15:21:39.279729
Poor
No
Weekly
House
1,337
1,173,039
34
Female
14,616
Divorced
3
PhD
Unemployed
8.025928
Urban
Premium
null
3
520
3
2023-07-24 15:21:39.173834
Average
Yes
Rarely
Apartment
56
1,173,040
35
Male
1,369
Married
4
Master's
null
36.958307
Suburban
Basic
null
4
506
5
2023-03-08 15:21:39.288099
Good
No
Weekly
Apartment
484
1,173,041
30
Female
29,001
Single
0
Master's
Employed
null
Rural
Comprehensive
1
18
551
7
2020-02-18 15:21:39.193945
Average
Yes
Daily
House
718
1,173,042
18
Female
82,811
Divorced
2
Master's
null
47.258883
Suburban
Premium
null
6
597
7
2019-12-17 15:21:39.204790
Poor
Yes
Monthly
Condo
2,167
1,173,043
63
Female
40,784
Married
null
Bachelor's
Unemployed
17.378324
Suburban
Comprehensive
0
5
665
4
2022-01-19 15:21:39.222387
Poor
No
Monthly
Condo
1,223
1,173,044
20
Male
35,491
Divorced
0
High School
null
33.082595
Suburban
Premium
1
19
827
5
2023-04-26 15:21:39.123711
null
Yes
Rarely
Apartment
478
1,173,045
61
Male
77,093
Single
null
High School
null
20.369318
Rural
Premium
null
12
507
2
2020-12-04 15:21:39.187211
Poor
Yes
Weekly
Apartment
352
1,173,046
22
Female
3,124
Divorced
0
High School
null
34.654824
Rural
Comprehensive
0
17
624
8
2023-12-13 15:21:39.120168
Average
Yes
Rarely
Apartment
2,326
1,173,047
56
Female
9,091
Married
0
PhD
Employed
15.991205
Suburban
Basic
0
3
632
6
2020-03-29 15:21:39.134960
Average
Yes
Daily
Condo
571
1,173,048
38
Male
901
Married
null
Bachelor's
Unemployed
19.093608
Urban
Comprehensive
2
12
342
6
2020-03-15 15:21:39.109552
Average
Yes
Daily
Condo
57
1,173,049
25
Female
26,685
Divorced
2
High School
Employed
29.766148
Rural
Basic
0
14
null
4
2022-12-02 15:21:39.246098
Average
Yes
Weekly
Condo
533
1,173,050
27
Male
7,086
Single
0
Bachelor's
Self-Employed
17.917083
Urban
Premium
1
3
685
5
2020-09-16 15:21:39.087123
Poor
No
Weekly
Condo
656
1,173,051
53
Female
8,685
Married
null
PhD
Unemployed
17.858011
Urban
Premium
0
14
472
1
2024-04-14 15:21:39.155231
Poor
Yes
Rarely
Condo
983
1,173,052
40
Female
10,362
Divorced
2
PhD
Unemployed
19.913955
Rural
Basic
null
8
406
2
2022-06-27 15:21:39.121169
Average
Yes
Rarely
House
1,208
1,173,053
20
Female
40,217
Single
0
High School
Employed
17.104821
Rural
Premium
null
9
682
8
2023-12-06 15:21:39.177724
Good
Yes
Rarely
Condo
1,195
1,173,054
19
Female
1,211
Divorced
3
Master's
null
11.956678
Suburban
Premium
1
5
null
4
2023-03-16 15:21:39.182597
null
No
Weekly
Apartment
1,777
1,173,055
63
Female
13,791
Divorced
4
Master's
Employed
null
Suburban
Comprehensive
null
8
639
2
2021-02-15 15:21:39.228521
Good
Yes
Weekly
House
1,023
1,173,056
57
Female
24,991
Single
0
High School
Unemployed
11.569659
Urban
Premium
2
6
607
3
2021-07-25 15:21:39.208842
Poor
Yes
Rarely
House
1,208
1,173,057
30
Female
70,772
Single
1
Master's
Employed
35.261598
Suburban
Premium
null
4
369
2
2023-12-21 15:21:39.176717
Poor
No
Weekly
House
397
1,173,058
37
Male
18,791
Married
0
PhD
null
23.495526
Rural
Basic
2
7
786
6
2023-03-11 15:21:39.079128
Good
Yes
Daily
House
603
1,173,059
21
Male
2,479
Divorced
1
PhD
Employed
null
Rural
Basic
2
8
723
2
2020-08-09 15:21:39.149731
Average
No
Daily
House
806
1,173,060
24
Male
1,098
Married
3
Master's
Unemployed
12.784559
Suburban
Comprehensive
1
9
479
3
2021-12-02 15:21:39.155231
Poor
No
Monthly
Condo
583
1,173,061
26
Male
35,113
Divorced
2
High School
null
21.966573
Rural
Comprehensive
2
7
null
8
2022-12-11 15:21:39.155231
Average
No
Daily
House
571
1,173,062
61
Female
81,131
Divorced
3
High School
Self-Employed
9.236721
Suburban
Comprehensive
null
4
789
8
2020-09-16 15:21:39.264504
Poor
Yes
Rarely
House
270
1,173,063
59
Female
26,685
Single
4
PhD
Employed
47.528868
Rural
Comprehensive
0
6
829
1
2020-04-12 15:21:39.134960
Good
Yes
Monthly
House
1,269
1,173,064
37
Male
10,881
Divorced
2
PhD
Self-Employed
43.692624
Rural
Premium
1
16
682
2
2021-06-21 15:21:39.259788
Average
No
Monthly
House
587
1,173,065
64
Male
73,298
Divorced
2
Master's
Self-Employed
26.353088
Urban
Premium
null
19
598
5
2021-02-28 15:21:39.146733
Poor
No
Monthly
Apartment
176
1,173,066
20
Female
45,652
Married
3
Master's
Unemployed
27.966137
Rural
Comprehensive
0
13
563
1
2019-09-09 15:21:39.134960
Good
No
Monthly
House
542
1,173,067
29
Female
90,791
Married
0
Bachelor's
null
27.711501
Suburban
Premium
null
2
431
4
2019-12-19 15:21:39.271453
Poor
Yes
Daily
Condo
558
1,173,068
57
Female
6,740
Single
0
Bachelor's
Self-Employed
34.606633
Suburban
Basic
null
8
610
9
2020-02-21 15:21:39.180553
null
No
Daily
House
975
1,173,069
55
Male
28,503
Single
0
Master's
Unemployed
23.658938
Rural
Premium
null
10
838
1
2021-02-14 15:21:39.186212
Average
No
Daily
Condo
1,020
1,173,070
29
Female
13,982
Married
null
Bachelor's
null
null
Suburban
Comprehensive
0
10
718
7
2020-06-17 15:21:39.134960
Average
Yes
Daily
Apartment
531
1,173,071
20
Male
53,783
Married
2
Master's
Self-Employed
52.121686
Rural
Basic
null
19
null
2
2024-06-30 15:21:39.108562
Average
Yes
Daily
Apartment
482
1,173,072
37
Female
45,923
Married
1
PhD
Self-Employed
22.788644
Rural
Premium
2
14
644
5
2023-10-15 15:21:39.134960
Good
Yes
Rarely
Condo
1,086
1,173,073
44
Male
1,776
Divorced
2
High School
Unemployed
38.250162
Rural
Basic
3
11
573
6
2020-06-21 15:21:39.143708
Average
No
Weekly
House
1,683
1,173,074
29
Male
191
Single
null
PhD
Employed
11.165623
Rural
Comprehensive
2
6
678
6
2021-11-07 15:21:39.255696
Good
Yes
Daily
Apartment
191
1,173,075
37
Female
5,849
Divorced
2
PhD
Employed
5.109901
Urban
Basic
null
1
429
8
2024-01-06 15:21:39.108562
Poor
Yes
Daily
Condo
2,458
1,173,076
27
Female
84,063
Divorced
4
PhD
null
15.642788
Rural
Basic
null
17
434
7
2021-07-26 15:21:39.237118
Poor
Yes
Rarely
House
162
1,173,077
47
Female
1,678
Divorced
4
PhD
Unemployed
17.526831
Rural
Comprehensive
1
10
312
5
2020-10-05 15:21:39.134960
Average
No
Weekly
Condo
2,069
1,173,078
57
Female
1,605
Divorced
3
PhD
Employed
29.656478
Rural
Premium
null
8
718
4
2024-01-06 15:21:39.134960
null
No
Monthly
House
1,494
1,173,079
24
Male
60,548
Single
0
Master's
Self-Employed
7.019324
Suburban
Premium
1
9
312
7
2020-03-06 15:21:39.100695
Good
No
Daily
House
1,764
1,173,080
18
Male
null
Divorced
null
Master's
Unemployed
null
Urban
Premium
0
5
823
3
2021-11-15 15:21:39.180553
Average
No
Rarely
Condo
3,854
1,173,081
37
Male
2,232
Divorced
3
Master's
null
31.156915
Suburban
Basic
2
13
null
5
2022-07-29 15:21:39.202448
Average
Yes
Monthly
House
1,074
1,173,082
33
Female
27,194
Divorced
2
Bachelor's
Self-Employed
11.870837
Suburban
Basic
null
9
817
6
2023-11-14 15:21:39.126661
Poor
Yes
Rarely
House
110
1,173,083
64
Male
33,045
Married
null
PhD
Unemployed
43.519791
Urban
Basic
null
7
520
3
2020-12-29 15:21:39.231531
Good
No
Rarely
Condo
424
1,173,084
57
Female
9,094
Divorced
3
Bachelor's
Employed
42.739884
Suburban
Comprehensive
null
19
830
8
2022-03-01 15:21:39.092127
Good
Yes
Weekly
Apartment
646
1,173,085
31
Female
539
Single
0
PhD
Employed
20.818148
Suburban
Premium
3
2
646
3
2022-03-05 15:21:39.249100
Poor
Yes
Monthly
Apartment
1,190
1,173,086
23
Male
144,982
Single
0
Bachelor's
Unemployed
14.471819
Urban
Basic
1
0
397
6
2023-12-23 15:21:39.193945
Good
No
Weekly
Condo
742
1,173,087
40
Female
37,368
Divorced
4
Bachelor's
Employed
11.77786
Urban
Comprehensive
1
17
719
6
2023-01-02 15:21:39.263607
Average
No
Daily
Condo
1,010
1,173,088
35
Female
30,892
Married
2
Bachelor's
Employed
40.599746
Urban
Comprehensive
null
14
826
2
2023-12-25 15:21:39.109552
Good
No
Rarely
Condo
746
1,173,089
25
Male
103,331
Divorced
1
High School
Employed
23.715825
Urban
Comprehensive
3
0
568
6
2022-09-06 15:21:39.278402
Good
No
Monthly
Condo
2,571
1,173,090
41
Male
null
Single
2
High School
Employed
33.362993
Urban
Comprehensive
0
12
609
7
2023-12-27 15:21:39.134960
Poor
No
Monthly
Apartment
142
1,173,091
33
Male
28,215
Married
0
PhD
Employed
37.858402
Suburban
Premium
null
1
613
4
2020-04-11 15:21:39.134960
Average
Yes
Daily
House
1,575
1,173,092
56
Male
5,540
Married
2
PhD
Employed
33.142233
Urban
Premium
null
11
713
7
2023-07-05 15:21:39.282785
Good
No
Monthly
Condo
2,295
1,173,093
58
Female
122,744
Married
4
PhD
null
51.569444
Rural
Comprehensive
null
15
479
5
2023-02-22 15:21:39.192212
Good
No
Monthly
Condo
1,328
1,173,094
49
Female
147,738
Married
2
High School
Unemployed
51.966884
Suburban
Comprehensive
null
17
626
9
2023-10-05 15:21:39.237118
Average
No
Monthly
House
1,186
1,173,095
55
Male
34,652
Divorced
3
Bachelor's
Employed
41.038513
Suburban
Basic
1
9
730
1
2021-07-11 15:21:39.122134
Poor
Yes
Monthly
Condo
695
1,173,096
22
Male
7,098
Single
null
High School
Unemployed
25.812705
Rural
Basic
1
11
null
2
2022-09-20 15:21:39.187211
Poor
Yes
Daily
Apartment
1,248
1,173,097
29
Male
23,706
Divorced
4
High School
Self-Employed
16.08296
Rural
Basic
2
14
710
7
2021-06-01 15:21:39.211806
Average
Yes
Rarely
House
477
1,173,098
51
Female
117,858
Divorced
2
High School
Self-Employed
6.593603
Rural
Basic
1
13
null
5
2022-08-18 15:21:39.082499
null
No
Monthly
Apartment
411
1,173,099
52
Male
18,472
Married
2
Bachelor's
Employed
23.282537
Rural
Premium
3
1
716
9
2023-02-16 15:21:39.155231
Good
No
Weekly
Apartment
742