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
1,182,000
19
Female
104,578
Married
null
Bachelor's
null
12.907627
Rural
Comprehensive
0
3
432
3
2021-09-16 15:21:39.237118
Poor
No
Weekly
Condo
1,607
1,182,001
45
Male
83,907
Single
0
High School
Unemployed
14.651911
Rural
Basic
1
17
407
1
2020-11-07 15:21:39.148733
Good
No
Daily
House
902
1,182,002
60
Male
91,364
Single
3
PhD
Employed
17.988584
Rural
Premium
2
18
454
8
2022-11-26 15:21:39.134960
Average
No
Monthly
House
1,074
1,182,003
53
Female
49,017
Married
0
Master's
Self-Employed
51.819511
Suburban
Basic
null
11
576
1
2023-04-11 15:21:39.280784
Good
No
Monthly
Condo
576
1,182,004
54
Male
17,607
Married
0
PhD
null
3.597075
Urban
Basic
1
7
561
7
2021-12-19 15:21:39.094752
Poor
Yes
Weekly
Apartment
541
1,182,005
41
Female
16,604
Married
0
High School
Employed
19.829648
Urban
Premium
null
2
536
5
2022-06-23 15:21:39.224915
Poor
Yes
Rarely
Condo
552
1,182,006
23
Male
1,040
Married
3
Master's
Unemployed
14.24137
Rural
Premium
2
9
511
9
2020-09-23 15:21:39.288099
Good
Yes
Rarely
Condo
666
1,182,007
22
Female
16,056
Single
1
PhD
null
12.352704
Rural
Premium
1
9
null
7
2021-11-04 15:21:39.237118
Good
No
Daily
Condo
512
1,182,008
53
Male
381
Married
null
PhD
null
21.793915
Suburban
Basic
0
11
709
2
2024-07-21 15:21:39.172097
Good
No
Weekly
House
1,407
1,182,009
54
Male
39,740
Married
1
Bachelor's
Employed
15.667514
Suburban
Comprehensive
0
11
639
6
2024-04-23 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,836
1,182,010
33
Male
12,441
Married
null
High School
Self-Employed
52.098077
Urban
Premium
1
1
832
3
2023-06-11 15:21:39.080440
Good
No
Rarely
Condo
1,786
1,182,011
43
Female
20,695
Married
3
Master's
Self-Employed
36.527196
Urban
Comprehensive
0
3
null
2
2020-11-04 15:21:39.264504
Good
No
Monthly
House
661
1,182,012
49
Female
61,669
Single
2
PhD
Self-Employed
12.424641
Suburban
Premium
1
10
415
2
2022-03-02 15:21:39.134960
Good
Yes
Rarely
House
1,115
1,182,013
54
Female
18,054
Divorced
2
High School
Employed
17.955277
Urban
Basic
1
3
621
4
2019-10-15 15:21:39.123711
Poor
Yes
Rarely
Condo
1,611
1,182,014
62
Female
29,075
Divorced
1
PhD
Unemployed
52.773276
Suburban
Comprehensive
1
4
700
5
2019-08-25 15:21:39.116179
Poor
Yes
Weekly
House
1,634
1,182,015
19
Male
3,317
Married
1
PhD
Unemployed
42.772044
Urban
Comprehensive
0
14
null
3
2019-08-18 15:21:39.130190
Average
No
Daily
Apartment
100
1,182,016
55
Male
57,949
Divorced
0
High School
null
24.571134
Suburban
Premium
null
2
584
3
2020-03-16 15:21:39.155231
Poor
No
Weekly
House
115
1,182,017
19
Female
122,839
Married
1
High School
null
23.769132
Urban
Premium
null
16
681
2
2020-09-07 15:21:39.092127
null
No
Weekly
Condo
3,849
1,182,018
20
Male
4,516
Married
3
PhD
null
32.67002
Suburban
Comprehensive
1
4
768
3
2023-08-20 15:21:39.113566
Good
No
Weekly
House
2,349
1,182,019
28
Male
39,881
Married
0
Bachelor's
null
34.924915
Urban
Premium
0
7
646
6
2021-06-25 15:21:39.164044
Average
Yes
Monthly
Condo
783
1,182,020
32
Female
54,899
Divorced
1
High School
null
51.715607
Urban
Basic
1
9
720
7
2022-05-15 15:21:39.228521
Average
Yes
Rarely
Condo
110
1,182,021
55
Female
46,167
Divorced
3
Bachelor's
Employed
24.814917
Suburban
Comprehensive
2
14
436
2
2022-08-11 15:21:39.256696
Poor
Yes
Rarely
Apartment
1,605
1,182,022
51
Female
74,915
Divorced
null
Master's
null
24.994584
Urban
Comprehensive
1
8
553
1
2022-05-09 15:21:39.246098
Good
Yes
Daily
Apartment
4,058
1,182,023
36
Female
93,390
Divorced
null
PhD
null
12.592968
Rural
Comprehensive
1
0
334
2
2024-01-15 15:21:39.122134
Average
No
Monthly
Condo
581
1,182,024
40
Male
10,190
Single
4
Master's
Unemployed
7.990951
Urban
Basic
1
17
null
1
2021-07-01 15:21:39.288099
Good
Yes
Weekly
Condo
2,313
1,182,025
27
Female
34,597
Single
2
High School
null
38.372
Suburban
Comprehensive
0
15
313
5
2021-08-21 15:21:39.263607
Good
Yes
Daily
Condo
446
1,182,026
52
Female
538
Married
0
Master's
Employed
24.926957
Urban
Premium
3
6
528
9
2022-11-23 15:21:39.253660
Good
Yes
Weekly
House
1,217
1,182,027
37
Male
105,955
Divorced
4
Master's
Unemployed
15.936673
Rural
Comprehensive
1
0
847
1
2024-03-03 15:21:39.209847
Average
Yes
Daily
House
365
1,182,028
37
Male
20,290
Married
4
Bachelor's
null
12.444829
Suburban
Basic
null
5
null
2
2021-03-28 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,584
1,182,029
18
Male
3,625
Divorced
0
Bachelor's
Self-Employed
null
Suburban
Basic
0
6
664
7
2022-12-24 15:21:39.085129
Good
No
Daily
Condo
603
1,182,030
20
Male
43,942
Single
4
PhD
null
20.965495
Rural
Comprehensive
1
11
778
7
2022-02-26 15:21:39.180553
Good
No
Weekly
House
537
1,182,031
62
Male
96,570
Single
0
Master's
Self-Employed
null
Rural
Comprehensive
0
11
491
7
2023-11-18 15:21:39.237118
Good
Yes
Weekly
House
442
1,182,032
34
Female
40,289
Divorced
4
High School
null
22.703434
Urban
Comprehensive
0
18
435
6
2019-12-17 15:21:39.276388
null
No
Weekly
Apartment
3,125
1,182,033
62
Male
51,931
Single
3
PhD
Unemployed
27.739077
Suburban
Basic
null
9
391
4
2021-10-03 15:21:39.130190
Poor
No
Monthly
Apartment
2,029
1,182,034
51
Female
32,005
Single
1
Master's
Unemployed
17.965984
Urban
Premium
null
15
795
9
2022-08-20 15:21:39.132191
Poor
Yes
Monthly
House
581
1,182,035
60
Female
29,853
Married
0
PhD
Employed
29.538531
Urban
Basic
1
11
528
6
2021-04-11 15:21:39.155231
Poor
No
Daily
Condo
716
1,182,036
36
Male
5,920
Single
null
Bachelor's
Employed
14.748549
Urban
Premium
4
4
749
3
2019-10-02 15:21:39.084065
Poor
No
Daily
Condo
1,226
1,182,037
51
Female
4,099
Divorced
2
Bachelor's
Employed
35.464816
Rural
Comprehensive
null
10
382
4
2023-10-04 15:21:39.251142
Poor
No
Daily
House
688
1,182,038
22
Male
25,773
Single
3
Bachelor's
Employed
26.127915
Urban
Comprehensive
0
5
508
5
2020-04-29 15:21:39.256696
Good
No
Monthly
Apartment
1,262
1,182,039
56
Male
6,732
Single
2
Bachelor's
Unemployed
50.302392
Urban
Comprehensive
0
5
355
2
2024-07-08 15:21:39.276388
Good
Yes
Weekly
Apartment
874
1,182,040
43
Female
4,088
Single
4
Bachelor's
null
43.018822
Urban
Basic
0
11
442
2
2023-12-15 15:21:39.155231
Poor
Yes
Weekly
Condo
923
1,182,041
62
Female
43,471
Single
3
Master's
null
22.010904
Rural
Basic
3
3
null
7
2022-12-22 15:21:39.283783
null
Yes
Daily
Apartment
1,130
1,182,042
null
Female
1,879
Divorced
3
High School
Self-Employed
40.774715
Rural
Basic
null
15
605
4
2023-01-05 15:21:39.174719
Poor
No
Weekly
House
2,830
1,182,043
59
Male
47,463
Divorced
4
PhD
Employed
38.283156
Rural
Comprehensive
1
4
636
6
2022-05-17 15:21:39.086123
Good
No
Rarely
Apartment
108
1,182,044
40
Male
133,698
Married
3
High School
null
32.895567
Suburban
Premium
0
6
690
1
2020-08-13 15:21:39.146733
Good
No
Weekly
Apartment
372
1,182,045
57
Female
5,894
Divorced
null
High School
Employed
35.290628
Urban
Premium
0
18
804
6
2021-08-31 15:21:39.250151
null
Yes
Monthly
Apartment
944
1,182,046
45
Female
3,895
Married
2
High School
Employed
32.143915
Rural
Comprehensive
2
13
506
4
2020-05-14 15:21:39.172097
Good
No
Weekly
Condo
3,300
1,182,047
61
Female
2,912
Single
null
PhD
null
27.245542
Rural
Comprehensive
null
14
402
2
2024-01-09 15:21:39.167099
Average
No
Monthly
Condo
1,199
1,182,048
27
Male
20,881
Divorced
2
High School
null
29.444881
Rural
Comprehensive
null
3
659
2
2020-02-14 15:21:39.221386
Good
No
Daily
House
1,330
1,182,049
45
Male
20,473
Married
2
High School
Unemployed
24.087705
Suburban
Basic
0
11
822
8
2022-03-09 15:21:39.190215
Good
No
Weekly
Apartment
685
1,182,050
37
Male
51,465
Married
3
Bachelor's
null
51.742207
Suburban
Comprehensive
0
6
790
9
2021-02-24 15:21:39.134960
Good
No
Rarely
House
645
1,182,051
49
Male
83,470
Single
3
High School
Unemployed
51.892931
Suburban
Premium
null
18
643
1
2021-11-14 15:21:39.273973
Average
Yes
Daily
Condo
792
1,182,052
null
Male
16,863
Married
2
PhD
null
44.639486
Suburban
Premium
0
4
517
4
2021-05-26 15:21:39.167099
Average
Yes
Weekly
Apartment
884
1,182,053
35
Male
65,904
Married
0
PhD
Unemployed
22.945143
Rural
Comprehensive
4
13
391
8
2023-06-02 15:21:39.097737
Poor
No
Monthly
House
1,780
1,182,054
42
Male
15,198
Divorced
0
PhD
Unemployed
28.594501
Rural
Basic
null
3
591
5
2023-04-18 15:21:39.250151
Poor
No
Rarely
Apartment
905
1,182,055
47
Female
22,103
Divorced
2
High School
null
33.576838
Suburban
Premium
1
8
452
5
2023-12-23 15:21:39.257696
Average
No
Weekly
Condo
1,501
1,182,056
24
Female
2,473
Single
3
PhD
Unemployed
16.169769
Suburban
Premium
null
8
null
8
2022-10-04 15:21:39.147735
Average
No
Weekly
Apartment
2,089
1,182,057
37
Female
38,798
Single
2
High School
Unemployed
38.7407
Suburban
Basic
0
12
null
8
2021-10-05 15:21:39.097737
Good
Yes
Monthly
Apartment
521
1,182,058
55
Male
7,727
Divorced
1
PhD
null
19.490924
Rural
Basic
null
0
547
7
2022-11-03 15:21:39.155231
Poor
Yes
Monthly
House
619
1,182,059
41
Male
49,855
Married
null
High School
Unemployed
25.663317
Suburban
Premium
3
14
567
4
2023-01-21 15:21:39.093681
Poor
Yes
Monthly
Condo
49
1,182,060
50
Male
17,894
Married
3
High School
Employed
9.092133
Suburban
Premium
0
5
null
2
2022-03-04 15:21:39.272456
Poor
No
Daily
Apartment
1,059
1,182,061
54
Female
null
Married
4
PhD
Unemployed
18.827342
Rural
Comprehensive
null
0
796
3
2019-09-25 15:21:39.282785
Poor
No
Weekly
Condo
412
1,182,062
46
Female
80,578
Single
3
Master's
Unemployed
16.826713
Rural
Comprehensive
0
9
443
7
2023-04-20 15:21:39.181605
Average
No
Rarely
House
290
1,182,063
49
Female
null
Divorced
2
Bachelor's
Employed
49.718976
Rural
Premium
2
14
447
9
2020-01-01 15:21:39.258696
Average
No
Daily
House
119
1,182,064
26
Female
17,123
Divorced
1
PhD
Self-Employed
12.507615
Urban
Premium
0
5
null
2
2019-11-01 15:21:39.256696
Average
Yes
Daily
Apartment
692
1,182,065
38
Male
25,249
Married
3
High School
Self-Employed
20.629902
Urban
Comprehensive
1
2
666
2
2023-11-05 15:21:39.092127
Poor
Yes
Rarely
Condo
2,349
1,182,066
61
Male
null
Single
4
Master's
Unemployed
24.857388
Rural
Basic
0
5
377
2
2021-01-16 15:21:39.216387
Poor
Yes
Monthly
House
1,167
1,182,067
57
Male
11,283
Divorced
2
Bachelor's
Unemployed
41.879088
Urban
Premium
0
12
677
8
2021-11-28 15:21:39.288099
Poor
No
Monthly
Apartment
523
1,182,068
19
Male
1,556
Single
2
PhD
Employed
26.751866
Rural
Premium
null
17
795
1
2024-07-16 15:21:39.145732
Poor
No
Weekly
Apartment
393
1,182,069
34
Female
35,375
Married
4
Bachelor's
null
29.722912
Urban
Premium
1
6
568
1
2021-07-23 15:21:39.175719
Average
Yes
Daily
Apartment
793
1,182,070
19
Male
140,594
Married
0
Bachelor's
null
18.592949
Suburban
Premium
2
1
null
6
2023-11-23 15:21:39.113566
Average
Yes
Weekly
Condo
376
1,182,071
19
Female
24,486
Married
2
Master's
null
19.502918
Urban
Premium
1
19
711
1
2020-10-25 15:21:39.249100
Average
No
Weekly
Condo
1,264
1,182,072
18
Male
null
Married
4
Bachelor's
Unemployed
15.842879
Urban
Basic
1
15
393
9
2020-07-29 15:21:39.214388
Average
No
Monthly
Condo
1,201
1,182,073
56
Female
20,243
Single
2
Bachelor's
null
22.534666
Suburban
Basic
null
14
734
8
2022-10-06 15:21:39.134960
Good
Yes
Monthly
Condo
439
1,182,074
30
Female
25,704
Single
4
Bachelor's
Employed
null
Rural
Comprehensive
0
19
725
2
2023-06-22 15:21:39.237118
Average
Yes
Monthly
House
40
1,182,075
33
Female
27,241
Divorced
1
High School
Employed
18.819991
Rural
Basic
2
4
533
7
2022-04-24 15:21:39.281787
null
Yes
Weekly
House
92
1,182,076
29
Male
24,603
Divorced
4
Bachelor's
Employed
32.977175
Urban
Comprehensive
null
18
779
5
2023-08-28 15:21:39.237118
Average
Yes
Daily
House
939
1,182,077
29
Male
65,422
null
0
PhD
Unemployed
31.613979
Rural
Basic
0
9
623
9
2022-09-23 15:21:39.169102
Poor
Yes
Weekly
Condo
315
1,182,078
53
Female
1,220
Divorced
2
Master's
Unemployed
13.14772
Rural
Premium
1
12
482
6
2019-12-26 15:21:39.209847
Average
No
Weekly
Condo
49
1,182,079
53
Male
126,982
Married
4
Master's
null
null
Suburban
Basic
3
3
null
8
2021-03-28 15:21:39.091080
Poor
No
Rarely
Apartment
882
1,182,080
54
Female
20,303
Married
3
Bachelor's
null
8.824441
Suburban
Premium
null
13
551
4
2020-03-13 15:21:39.102694
Average
No
Monthly
House
1,130
1,182,081
52
Female
28,014
Divorced
0
Bachelor's
null
19.54493
Urban
Basic
0
15
302
8
2021-02-03 15:21:39.251142
Average
No
Daily
Apartment
1,662
1,182,082
54
Male
39,058
Married
null
High School
Self-Employed
8.490901
Suburban
Basic
0
5
749
2
2020-12-12 15:21:39.283783
Good
Yes
Daily
House
817
1,182,083
36
Male
54,977
Married
0
Bachelor's
Self-Employed
40.087555
Rural
Premium
null
3
558
2
2020-06-19 15:21:39.237118
Poor
Yes
Weekly
Apartment
174
1,182,084
61
Male
2,359
Married
3
Bachelor's
Unemployed
42.636638
Suburban
Comprehensive
0
18
null
7
2020-10-27 15:21:39.175719
Average
No
Daily
House
2,597
1,182,085
48
Male
16,193
Married
4
PhD
null
8.544827
Rural
Basic
0
16
464
9
2023-05-06 15:21:39.274993
Average
No
Weekly
Condo
2,148
1,182,086
41
Male
4,729
Married
0
Bachelor's
Unemployed
22.079578
Rural
Basic
1
2
453
2
2021-05-06 15:21:39.279729
Poor
No
Daily
Apartment
508
1,182,087
39
Male
11,360
Single
2
Bachelor's
Unemployed
8.737503
Urban
Basic
1
2
815
1
2023-09-21 15:21:39.134960
Poor
No
Daily
Condo
1,047
1,182,088
49
Female
7,091
Married
2
Bachelor's
null
20.058449
Suburban
Basic
0
12
732
3
2021-07-13 15:21:39.261856
Poor
Yes
Rarely
House
755
1,182,089
18
Male
9,078
Divorced
2
Bachelor's
Self-Employed
39.299529
Suburban
Premium
null
14
553
3
2021-07-08 15:21:39.150730
Poor
Yes
Monthly
House
2,623
1,182,090
20
Male
36,255
Married
4
High School
Self-Employed
18.140833
Suburban
Comprehensive
1
19
848
1
2020-11-17 15:21:39.124659
Poor
Yes
Monthly
House
1,581
1,182,091
20
Female
15,409
Married
4
Master's
null
null
Suburban
Comprehensive
2
1
709
5
2024-06-04 15:21:39.252145
Good
No
Rarely
Apartment
857
1,182,092
38
Male
46,019
Single
3
Bachelor's
Self-Employed
30.067946
Urban
Basic
null
5
730
3
2024-07-25 15:21:39.274993
null
No
Rarely
House
827
1,182,093
33
Female
null
Married
0
Master's
Self-Employed
15.719627
Urban
Basic
null
12
446
8
2021-10-17 15:21:39.095696
Average
Yes
Monthly
House
2,144
1,182,094
49
Male
29,073
Married
3
Master's
Unemployed
38.58341
Rural
Basic
1
17
472
3
2023-01-09 15:21:39.210805
Average
No
Daily
Apartment
1,551
1,182,095
63
Female
1,646
Single
2
Master's
Employed
19.07254
Suburban
Basic
null
17
415
2
2024-04-27 15:21:39.102694
Poor
No
Rarely
House
657
1,182,096
42
Male
53,987
Single
0
High School
null
24.315766
Urban
Premium
2
4
328
8
2024-05-08 15:21:39.237118
Average
No
Daily
Condo
4,053
1,182,097
35
Male
2,592
Single
3
Master's
Self-Employed
14.473909
Rural
Comprehensive
null
17
794
3
2020-10-17 15:21:39.155231
Good
No
Daily
House
3,401
1,182,098
41
Female
28,665
Single
4
Bachelor's
null
16.886614
Rural
Comprehensive
1
11
814
3
2021-09-12 15:21:39.152732
Average
No
Rarely
House
1,089
1,182,099
null
Female
107,228
Married
2
High School
Employed
18.720131
Rural
Premium
0
19
509
1
2019-10-10 15:21:39.176717
Average
No
Rarely
Apartment
2,652