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
25,000
46
Male
6,824
Married
4
Bachelor's
Employed
25.936593
Rural
Comprehensive
null
13
839
6
2023-08-19 15:21:39.256696
Good
Yes
Weekly
Apartment
2,437
25,001
33
Female
20,991
Single
0
PhD
Unemployed
21.874253
Urban
Premium
null
2
317
2
2020-08-31 15:21:39.149731
Good
Yes
Rarely
Apartment
494
25,002
22
Male
25,211
Married
0
High School
Unemployed
20.783592
Suburban
Basic
2
7
746
8
2023-08-01 15:21:39.196387
Poor
No
Rarely
Condo
2,397
25,003
41
Male
2,666
null
3
High School
Employed
27.267598
Suburban
Basic
0
0
null
2
2021-09-24 15:21:39.080440
Poor
No
Monthly
House
705
25,004
58
Female
10,146
Single
4
High School
Unemployed
5.481478
Rural
Premium
1
15
678
5
2020-12-04 15:21:39.155231
Good
No
Weekly
Apartment
553
25,005
31
Female
14,054
Divorced
2
Bachelor's
null
12.502448
Rural
Basic
0
5
779
9
2022-06-16 15:21:39.134960
null
No
Weekly
Apartment
1,615
25,006
53
Female
26,953
Married
2
Master's
Employed
14.737369
Urban
Comprehensive
4
4
707
6
2023-03-24 15:21:39.104139
Good
Yes
Daily
House
1,887
25,007
43
Female
5,082
Married
1
Master's
null
24.723489
Rural
Basic
0
19
null
2
2023-12-14 15:21:39.144722
Good
Yes
Monthly
House
299
25,008
35
Female
39,295
Divorced
null
Bachelor's
null
null
Rural
Basic
0
6
565
7
2021-05-20 15:21:39.109552
Good
Yes
Rarely
House
899
25,009
60
Male
1,148
Single
4
High School
null
22.553945
Rural
Premium
1
8
552
5
2021-08-26 15:21:39.171102
Good
Yes
Rarely
Apartment
199
25,010
57
Male
30,382
Divorced
0
Master's
null
29.183044
Rural
Comprehensive
null
4
658
1
2021-04-07 15:21:39.191219
Average
No
Monthly
Condo
913
25,011
31
Male
1,267
Married
2
PhD
null
35.683925
Suburban
Comprehensive
0
14
456
5
2023-01-26 15:21:39.155231
Poor
No
Weekly
Apartment
963
25,012
20
Male
3,714
Single
3
Bachelor's
Employed
22.251927
Suburban
Comprehensive
1
11
469
3
2023-08-25 15:21:39.279729
Average
No
Rarely
House
1,089
25,013
49
Male
725
Married
4
PhD
Employed
10.770529
Rural
Premium
2
12
647
6
2020-07-23 15:21:39.155231
Poor
Yes
Weekly
Condo
790
25,014
62
Male
44,632
Divorced
0
PhD
Employed
11.283627
Rural
Comprehensive
1
14
538
7
2020-07-22 15:21:39.111551
Good
Yes
Daily
Condo
571
25,015
58
Male
1,336
Divorced
4
PhD
Employed
42.172912
Urban
Comprehensive
0
18
494
9
2023-12-16 15:21:39.260856
Good
No
Monthly
Condo
4,791
25,016
22
Female
27,401
Divorced
2
PhD
Employed
13.883519
Suburban
Basic
0
6
738
8
2021-11-09 15:21:39.264504
Poor
Yes
Monthly
Apartment
872
25,017
58
Male
30,647
Single
0
Bachelor's
null
40.176949
Urban
Comprehensive
0
10
685
5
2019-10-10 15:21:39.287115
Poor
Yes
Rarely
Apartment
618
25,018
54
Female
29,690
Divorced
3
PhD
Employed
22.45004
Urban
Basic
0
4
null
7
2023-08-11 15:21:39.155231
Average
Yes
Weekly
Condo
1,101
25,019
null
Female
25,511
Divorced
4
High School
Employed
45.685975
Rural
Comprehensive
1
5
586
4
2020-07-03 15:21:39.186212
Poor
Yes
Daily
House
524
25,020
41
Female
20,231
Married
0
High School
null
4.772299
Urban
Premium
1
11
571
3
2024-07-01 15:21:39.176717
Good
Yes
Rarely
Condo
562
25,021
27
Female
124,424
Married
2
High School
Unemployed
48.23965
Urban
Premium
2
11
682
7
2021-05-17 15:21:39.134960
null
Yes
Daily
Apartment
635
25,022
20
Female
71,616
Single
1
PhD
null
38.383367
Suburban
Comprehensive
null
7
478
7
2020-01-19 15:21:39.274993
Poor
No
Weekly
House
169
25,023
24
Female
27,862
Single
1
Master's
Employed
40.387825
Urban
Basic
null
3
null
7
2021-07-04 15:21:39.219432
Average
No
Rarely
House
3,109
25,024
39
Female
2,301
Married
1
High School
Self-Employed
23.084115
Rural
Basic
null
13
761
5
2022-12-10 15:21:39.123711
null
No
Rarely
Condo
916
25,025
30
Male
36,267
Married
1
Master's
Unemployed
23.788188
Suburban
Comprehensive
2
7
793
5
2019-11-22 15:21:39.274993
Good
Yes
Monthly
Apartment
3,472
25,026
19
Male
28,307
Divorced
1
Master's
null
43.386477
Suburban
Premium
null
16
618
9
2022-01-12 15:21:39.134960
Poor
Yes
Rarely
Condo
686
25,027
61
Male
70,540
Divorced
null
PhD
Unemployed
21.994516
Urban
Premium
0
11
782
8
2020-12-02 15:21:39.235012
null
No
Weekly
House
79
25,028
22
Male
17,891
Divorced
0
Bachelor's
Employed
30.037663
Rural
Comprehensive
null
8
597
5
2022-07-20 15:21:39.174719
Poor
No
Daily
Condo
464
25,029
30
Female
104,514
Divorced
2
PhD
Employed
32.748741
Rural
Premium
0
13
758
4
2023-05-19 15:21:39.217387
Poor
No
Daily
House
82
25,030
48
Female
1,233
Single
4
High School
null
13.32297
Rural
Premium
0
19
678
6
2021-01-30 15:21:39.196387
Poor
No
Daily
Condo
203
25,031
34
Male
2,452
null
1
Master's
null
31.958655
Urban
Basic
2
3
676
4
2023-12-01 15:21:39.134960
Good
Yes
Weekly
Condo
2,091
25,032
35
Male
3,608
Married
0
Bachelor's
Employed
20.72671
Urban
Comprehensive
2
15
816
1
2021-09-24 15:21:39.202448
Poor
No
Rarely
Condo
710
25,033
37
Male
38,284
Divorced
0
Bachelor's
Employed
32.912152
Rural
Comprehensive
null
15
492
3
2021-11-07 15:21:39.237118
Good
No
Daily
Apartment
1,150
25,034
31
Male
14,084
Divorced
2
Master's
Self-Employed
5.074494
Suburban
Premium
null
5
772
8
2022-06-17 15:21:39.180553
Average
No
Daily
Apartment
1,699
25,035
45
Male
50,574
Divorced
2
Master's
null
10.514865
Suburban
Comprehensive
0
7
466
5
2023-03-12 15:21:39.175719
Average
Yes
Rarely
Condo
90
25,036
36
Female
27,193
Divorced
1
Bachelor's
null
7.948573
Urban
Comprehensive
null
2
null
6
2022-06-07 15:21:39.228521
Good
Yes
Monthly
Condo
2,677
25,037
37
Female
46,863
Married
2
High School
Self-Employed
8.811763
Suburban
Comprehensive
6
17
749
8
2023-05-20 15:21:39.131192
null
No
Weekly
Condo
860
25,038
62
Female
79,975
Divorced
4
PhD
Self-Employed
16.723446
Rural
Comprehensive
1
8
517
2
2022-08-19 15:21:39.085129
Average
No
Weekly
House
215
25,039
57
Male
3,649
Single
2
Bachelor's
null
29.81349
Rural
Basic
2
0
486
3
2021-09-24 15:21:39.155231
Poor
Yes
Rarely
Condo
884
25,040
41
Female
9,062
Divorced
null
High School
Employed
20.075098
Suburban
Premium
0
2
558
4
2023-07-03 15:21:39.171102
Good
Yes
Weekly
Condo
940
25,041
49
Male
25,375
Divorced
0
Master's
Self-Employed
34.019523
Rural
Premium
0
19
null
6
2020-11-04 15:21:39.144722
Poor
Yes
Weekly
House
809
25,042
34
Male
4,935
Married
null
Bachelor's
Unemployed
16.818267
Urban
Comprehensive
null
19
518
7
2019-10-21 15:21:39.251142
Average
Yes
Rarely
Apartment
933
25,043
42
Female
140,334
Married
4
Master's
null
39.937507
Rural
Comprehensive
1
4
443
2
2024-05-08 15:21:39.126661
Average
No
Daily
Apartment
315
25,044
64
Female
52,736
null
null
High School
Unemployed
7.144813
Urban
Basic
2
18
489
5
2021-05-11 15:21:39.254678
Poor
No
Daily
House
76
25,045
50
Male
46,317
Married
2
Master's
Self-Employed
18.121471
Suburban
Basic
1
8
631
4
2024-08-07 15:21:39.237118
Average
No
Monthly
House
1,133
25,046
25
Male
25,214
Divorced
0
PhD
null
24.535634
Suburban
Premium
2
18
437
4
2022-12-19 15:21:39.226954
Good
Yes
Monthly
Apartment
3,279
25,047
18
Female
3,849
Divorced
0
Bachelor's
Self-Employed
26.914389
Rural
Premium
null
4
573
8
2023-02-09 15:21:39.122134
null
No
Weekly
Apartment
892
25,048
26
Female
10,093
Single
1
PhD
Unemployed
49.142696
Urban
Basic
0
1
653
7
2024-03-31 15:21:39.192212
Poor
Yes
Weekly
House
391
25,049
38
Female
97,542
Divorced
0
PhD
null
null
Rural
Premium
0
7
null
1
2022-06-18 15:21:39.125660
null
No
Rarely
House
1,828
25,050
24
Male
63,681
Single
2
PhD
Employed
40.774977
Urban
Comprehensive
0
18
462
1
2021-02-25 15:21:39.124659
Good
Yes
Rarely
House
405
25,051
31
Female
92,873
Married
4
High School
null
50.471105
Rural
Comprehensive
0
2
677
4
2021-09-22 15:21:39.270454
Good
No
Monthly
Condo
2,248
25,052
41
Female
23,449
Single
4
PhD
null
26.090792
Urban
Premium
2
12
685
1
2021-07-07 15:21:39.144722
Average
Yes
Rarely
House
916
25,053
30
Female
117,775
Married
2
PhD
null
18.918834
Urban
Comprehensive
2
6
301
2
2023-04-09 15:21:39.269494
Poor
Yes
Weekly
House
1,098
25,054
54
Male
109,701
Married
3
PhD
Employed
26.8783
Suburban
Premium
null
3
331
5
2021-09-02 15:21:39.096739
Poor
Yes
Monthly
Condo
1,246
25,055
24
Male
94,722
Single
3
Master's
null
15.319834
Suburban
Basic
1
8
556
6
2021-10-19 15:21:39.263607
Average
Yes
Daily
Apartment
318
25,056
34
Male
132,932
Divorced
2
PhD
null
33.642846
Suburban
Comprehensive
1
13
308
4
2022-12-17 15:21:39.245086
Average
Yes
Daily
Condo
705
25,057
44
Male
12,426
Divorced
3
PhD
Self-Employed
8.717065
Rural
Premium
0
19
703
1
2022-04-23 15:21:39.183598
Good
Yes
Rarely
Condo
928
25,058
48
Female
23,338
Single
3
Master's
Unemployed
33.90813
Suburban
Basic
1
12
537
1
2021-12-27 15:21:39.092127
Poor
No
Rarely
Condo
2,334
25,059
25
Male
45,440
Divorced
0
Bachelor's
Unemployed
38.984041
Suburban
Premium
1
2
832
9
2023-09-29 15:21:39.134960
Poor
Yes
Monthly
House
591
25,060
18
Male
43,881
Married
0
PhD
null
39.891859
Urban
Comprehensive
0
8
548
7
2023-02-23 15:21:39.155231
Good
No
Daily
Condo
1,793
25,061
22
Male
5,836
Single
2
Master's
Employed
40.91433
Rural
Comprehensive
0
11
456
9
2024-06-10 15:21:39.274993
Average
Yes
Rarely
House
2,497
25,062
50
Female
null
Divorced
2
Bachelor's
Self-Employed
6.389856
Suburban
Premium
3
12
464
3
2024-02-19 15:21:39.268507
Average
No
Daily
Apartment
2,419
25,063
28
Male
456
Single
3
Master's
Self-Employed
23.696744
Urban
Basic
0
13
787
5
2022-05-26 15:21:39.219432
Good
Yes
Rarely
Condo
135
25,064
39
Female
43,506
Divorced
0
PhD
null
7.286895
Urban
Premium
null
11
548
2
2024-05-08 15:21:39.155231
Poor
Yes
Monthly
House
728
25,065
31
Female
29,377
Married
2
Bachelor's
Employed
17.027323
Urban
Comprehensive
null
4
null
3
2020-05-26 15:21:39.237118
null
No
Rarely
Apartment
1,807
25,066
41
Male
24,861
Single
3
Bachelor's
Self-Employed
50.649876
Urban
Comprehensive
1
5
678
9
2023-01-14 15:21:39.134960
Average
No
Monthly
House
3,453
25,067
21
Female
19,397
Single
4
High School
Unemployed
22.991372
Urban
Comprehensive
2
7
769
7
2021-07-07 15:21:39.090124
Poor
Yes
Daily
Condo
907
25,068
39
Female
2,496
Divorced
2
High School
Employed
33.012269
Rural
Comprehensive
0
17
498
2
2023-01-22 15:21:39.085129
Average
Yes
Daily
Apartment
1,518
25,069
36
Male
28,207
Single
4
Bachelor's
Unemployed
27.567177
Urban
Basic
1
19
659
9
2022-01-15 15:21:39.134960
Average
Yes
Rarely
Apartment
1,556
25,070
50
Male
87,082
Single
3
Master's
Unemployed
33.55943
Rural
Basic
0
16
null
3
2024-03-31 15:21:39.134960
Good
Yes
Rarely
Apartment
260
25,071
54
Female
1,705
Single
2
PhD
Self-Employed
30.287065
Rural
Comprehensive
1
9
555
4
2020-05-27 15:21:39.098696
Good
Yes
Daily
Apartment
2,917
25,072
41
Male
2,810
Divorced
2
High School
null
null
Suburban
Premium
null
7
846
9
2022-01-29 15:21:39.155231
Good
No
Daily
House
602
25,073
33
Female
20,982
Single
1
Master's
Unemployed
18.638265
Suburban
Basic
1
9
383
4
2021-04-21 15:21:39.148733
Good
Yes
Rarely
House
1,453
25,074
40
Male
9,984
Married
0
Bachelor's
Self-Employed
33.857162
Rural
Basic
1
1
651
5
2021-07-16 15:21:39.155231
Poor
Yes
Weekly
Condo
523
25,075
33
Female
null
Married
1
Master's
Unemployed
39.338623
Urban
Comprehensive
1
15
387
7
2023-06-25 15:21:39.134960
Average
No
Weekly
Condo
647
25,076
33
Male
54,870
null
4
PhD
Self-Employed
46.638395
Urban
Premium
1
12
554
7
2023-07-14 15:21:39.264504
Poor
Yes
Rarely
Apartment
29
25,077
34
Male
null
Divorced
3
Bachelor's
Self-Employed
36.61228
Suburban
Comprehensive
2
5
796
5
2021-09-05 15:21:39.274993
Poor
Yes
Weekly
House
394
25,078
64
Male
516
Divorced
2
High School
Self-Employed
23.726257
Rural
Comprehensive
2
15
538
3
2022-03-26 15:21:39.095696
Good
No
Daily
House
30
25,079
31
Male
13,669
Married
3
Bachelor's
null
17.027323
Urban
Basic
null
16
535
3
2022-04-17 15:21:39.091080
Average
Yes
Daily
House
479
25,080
63
Male
73,873
Married
1
High School
Employed
15.703137
Urban
Comprehensive
2
14
379
6
2020-09-06 15:21:39.112553
Average
Yes
Monthly
Condo
1,034
25,081
53
Female
44,641
Married
4
PhD
Self-Employed
40.485086
Rural
Comprehensive
null
12
846
2
2023-05-27 15:21:39.114118
Good
Yes
Monthly
Apartment
815
25,082
29
Male
null
Single
1
High School
null
43.947506
Suburban
Comprehensive
0
19
456
3
2022-10-03 15:21:39.217387
Poor
Yes
Rarely
House
130
25,083
24
Female
1,575
Single
4
PhD
Unemployed
43.354806
Rural
Premium
1
13
501
1
2022-06-13 15:21:39.204790
Poor
Yes
Daily
House
896
25,084
62
Male
29,091
Divorced
0
High School
null
19.592195
Suburban
Comprehensive
2
5
386
9
2022-09-23 15:21:39.134960
Average
No
Weekly
Condo
1,859
25,085
31
Male
633
Married
2
PhD
Employed
10.304981
Suburban
Basic
1
3
585
3
2024-03-30 15:21:39.097737
Poor
Yes
Monthly
Apartment
2,339
25,086
18
Female
5,856
Married
1
PhD
null
12.170801
Urban
Basic
null
3
null
1
2022-03-11 15:21:39.237118
Good
No
Monthly
Condo
1,618
25,087
48
Male
1,783
Divorced
4
High School
null
31.498914
Rural
Premium
1
3
488
7
2023-05-05 15:21:39.134960
Good
Yes
Weekly
House
2,544
25,088
64
Male
70,844
Married
2
Master's
null
39.185058
Suburban
Comprehensive
0
5
790
1
2022-09-23 15:21:39.271453
Poor
No
Monthly
Apartment
115
25,089
45
Female
15,333
Single
3
Master's
Employed
27.359413
Rural
Basic
0
5
639
2
2020-01-08 15:21:39.217387
Good
No
Weekly
House
1,448
25,090
38
Male
31,008
Divorced
4
High School
null
10.07282
Rural
Basic
null
9
667
6
2022-05-11 15:21:39.154008
Average
No
Weekly
Apartment
545
25,091
63
Female
30,372
Divorced
null
Master's
Unemployed
22.505599
Urban
Premium
2
3
420
1
2022-04-14 15:21:39.255696
Poor
Yes
Daily
Apartment
2,476
25,092
47
Male
812
Married
2
High School
Unemployed
null
Urban
Basic
null
4
767
8
2022-09-03 15:21:39.086123
Average
Yes
Daily
Apartment
618
25,093
48
Female
381
Single
3
PhD
Unemployed
37.259724
Rural
Basic
2
6
754
4
2021-08-29 15:21:39.223390
Poor
Yes
Daily
Condo
872
25,094
37
Male
11,258
Single
3
Bachelor's
null
3.146151
Suburban
Premium
1
16
817
2
2020-08-13 15:21:39.104139
Good
No
Daily
House
1,206
25,095
64
Male
25,000
Single
0
Master's
Employed
3.957421
Suburban
Basic
1
6
666
5
2022-01-12 15:21:39.256696
Poor
Yes
Weekly
Condo
718
25,096
58
Female
81,155
Divorced
1
Bachelor's
null
22.569601
Rural
Premium
0
15
424
9
2019-09-15 15:21:39.192212
Good
Yes
Daily
House
1,054
25,097
26
Female
15,862
Single
0
Bachelor's
Employed
48.67413
Suburban
Premium
0
1
502
9
2021-03-08 15:21:39.122134
Average
Yes
Rarely
Condo
1,132
25,098
44
Male
10,984
Single
1
High School
Self-Employed
48.087463
Urban
Basic
null
16
658
3
2024-07-12 15:21:39.222387
Good
Yes
Monthly
Condo
1,827
25,099
41
Female
18,227
Single
3
High School
Employed
18.25784
Rural
Premium
null
5
437
5
2024-05-21 15:21:39.248098
Poor
No
Daily
Condo
1,034