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
1,184,000
41
Male
23,881
Single
2
PhD
null
36.183791
Suburban
Basic
0
19
341
8
2022-02-14 15:21:39.282785
Average
Yes
Daily
Apartment
1,201
1,184,001
52
Female
49,402
Married
0
Master's
Self-Employed
null
Urban
Basic
0
1
null
6
2024-01-02 15:21:39.283783
Poor
No
Daily
Condo
3,290
1,184,002
38
Female
30,282
Single
1
Master's
Unemployed
18.109547
Suburban
Comprehensive
null
14
625
9
2020-05-17 15:21:39.274993
Good
No
Rarely
Apartment
875
1,184,003
27
Male
12,061
Divorced
null
PhD
Employed
15.49776
Suburban
Premium
1
14
576
8
2022-05-03 15:21:39.184157
Poor
Yes
Rarely
House
3,227
1,184,004
42
Male
22,782
Single
0
PhD
Self-Employed
15.759111
Rural
Premium
2
7
503
2
2021-01-11 15:21:39.143708
Average
Yes
Rarely
House
467
1,184,005
24
Male
3,062
Single
1
Master's
Unemployed
16.845115
Urban
Comprehensive
1
2
796
5
2020-06-09 15:21:39.134960
Average
Yes
Weekly
Apartment
35
1,184,006
38
Female
28,682
Divorced
1
High School
null
16.60213
Urban
Basic
0
15
652
7
2020-01-01 15:21:39.134960
Good
Yes
Weekly
House
439
1,184,007
39
Female
15,886
Married
1
Bachelor's
null
12.474067
Urban
Premium
null
7
null
8
2022-03-01 15:21:39.121169
Good
No
Daily
Apartment
1,871
1,184,008
60
Male
12,594
Married
0
Master's
null
15.838107
Suburban
Comprehensive
null
11
568
4
2020-09-26 15:21:39.092127
Average
No
Weekly
Condo
641
1,184,009
47
Male
132,358
Divorced
1
Master's
Unemployed
20.633101
Suburban
Premium
1
2
null
5
2021-03-03 15:21:39.134960
Good
Yes
Monthly
House
308
1,184,010
59
Female
1,792
Married
4
PhD
null
13.711625
Urban
Basic
3
18
null
5
2023-03-29 15:21:39.151732
Poor
No
Weekly
Condo
364
1,184,011
38
Female
null
Single
3
High School
Self-Employed
32.454837
Urban
Comprehensive
0
5
378
8
2023-02-02 15:21:39.280784
Average
Yes
Daily
House
1,534
1,184,012
54
Male
77,547
Single
null
Bachelor's
Self-Employed
27.482171
Urban
Basic
1
16
579
5
2022-07-08 15:21:39.093681
Average
No
Weekly
Condo
428
1,184,013
41
Male
25,892
Divorced
0
PhD
Employed
24.149746
Suburban
Comprehensive
null
10
438
1
2020-08-25 15:21:39.237118
Average
Yes
Rarely
Condo
654
1,184,014
26
Male
25,373
Divorced
2
Bachelor's
Employed
47.448313
Rural
Premium
1
0
635
7
2024-07-31 15:21:39.177724
null
Yes
Weekly
Condo
1,191
1,184,015
38
Male
25,791
Married
4
High School
Self-Employed
15.242659
Rural
Premium
null
3
515
7
2022-07-24 15:21:39.236064
Good
No
Daily
Condo
716
1,184,016
19
Female
61,273
Single
2
Master's
Unemployed
51.066222
Suburban
Premium
null
16
731
7
2024-07-08 15:21:39.226954
Good
No
Rarely
House
1,482
1,184,017
19
Female
27,436
Married
0
PhD
Employed
25.262183
Suburban
Basic
null
2
824
6
2023-12-23 15:21:39.272456
Good
Yes
Monthly
House
740
1,184,018
27
Female
147,738
null
1
Master's
Unemployed
43.427764
Rural
Basic
2
6
841
8
2021-09-05 15:21:39.244069
Poor
No
Monthly
Apartment
1,258
1,184,019
21
Female
1,009
Divorced
1
Bachelor's
Self-Employed
39.948894
Rural
Premium
1
11
474
9
2021-07-07 15:21:39.261856
null
Yes
Monthly
Condo
926
1,184,020
57
Male
34,701
Married
0
High School
null
17.397036
Urban
Basic
0
0
761
7
2021-07-23 15:21:39.143708
Good
Yes
Rarely
Condo
1,883
1,184,021
56
Female
27,950
Married
0
PhD
null
38.147311
Suburban
Premium
0
4
683
9
2020-05-04 15:21:39.187211
Average
Yes
Rarely
House
2,373
1,184,022
23
Male
37,427
Married
3
PhD
Unemployed
40.412065
Urban
Premium
0
1
413
3
2022-04-21 15:21:39.192212
Poor
No
Rarely
Condo
468
1,184,023
39
Male
25,290
Married
2
PhD
Self-Employed
21.391278
Urban
Basic
0
7
789
6
2022-01-12 15:21:39.260856
Average
No
Weekly
Apartment
348
1,184,024
61
Female
4,904
Married
1
Master's
null
25.874991
Suburban
Premium
0
15
576
8
2023-10-29 15:21:39.094752
Good
No
Rarely
Apartment
30
1,184,025
60
Female
28,574
Divorced
2
Bachelor's
Employed
35.093958
Rural
Premium
1
14
473
4
2021-04-30 15:21:39.143708
Average
No
Weekly
House
1,465
1,184,026
54
Male
6,300
Married
3
Bachelor's
Employed
21.938396
Urban
Comprehensive
0
6
443
3
2020-05-04 15:21:39.252145
Good
No
Daily
Condo
938
1,184,027
49
Male
27,983
Married
3
High School
Unemployed
38.624568
Rural
Basic
1
16
null
2
2022-03-15 15:21:39.282785
Average
Yes
Rarely
House
717
1,184,028
33
Female
11,429
Single
2
High School
Self-Employed
32.072397
Suburban
Comprehensive
null
17
null
9
2022-10-22 15:21:39.134960
Good
No
Monthly
House
725
1,184,029
31
Female
35,358
Single
3
High School
Unemployed
null
Suburban
Basic
0
11
811
4
2020-03-09 15:21:39.237118
Poor
No
Daily
House
535
1,184,030
27
Male
46,496
Single
1
High School
null
43.988062
Urban
Premium
1
5
506
5
2022-01-25 15:21:39.196387
Poor
No
Rarely
House
215
1,184,031
41
Female
25,011
Married
3
Master's
Employed
27.907725
Suburban
Premium
0
0
null
2
2022-12-07 15:21:39.172097
Average
Yes
Rarely
House
554
1,184,032
40
Female
27,863
Single
1
Master's
Self-Employed
50.959693
Urban
Comprehensive
0
8
767
7
2022-12-29 15:21:39.274993
Average
No
Rarely
House
958
1,184,033
62
Female
10,171
Divorced
null
Bachelor's
null
null
Urban
Comprehensive
null
7
823
8
2019-10-09 15:21:39.134960
Average
No
Weekly
Apartment
690
1,184,034
30
Male
1,035
Divorced
null
Bachelor's
Unemployed
null
Suburban
Basic
1
14
636
3
2023-03-04 15:21:39.090124
Poor
No
Daily
Apartment
1,204
1,184,035
46
Male
25,956
Married
1
Master's
Unemployed
20.285711
Suburban
Basic
1
13
626
7
2021-05-30 15:21:39.224915
Average
No
Monthly
Condo
687
1,184,036
47
Male
37,798
Single
4
PhD
null
19.443662
Urban
Comprehensive
1
9
578
5
2023-11-28 15:21:39.288099
Average
No
Daily
House
1,436
1,184,037
27
Male
15,903
Single
0
High School
Unemployed
46.395213
Rural
Basic
1
4
577
1
2021-04-06 15:21:39.251142
Average
Yes
Daily
House
882
1,184,038
24
Male
25,754
Married
1
High School
Unemployed
22.181334
Suburban
Comprehensive
0
9
null
5
2022-08-02 15:21:39.167099
Good
No
Rarely
House
1,196
1,184,039
27
Male
17,111
Single
null
Bachelor's
null
11.918286
Urban
Comprehensive
2
11
449
2
2023-12-28 15:21:39.090124
Poor
No
Monthly
Condo
557
1,184,040
27
Female
15,641
Married
1
Master's
Self-Employed
null
Suburban
Basic
null
11
631
4
2021-08-04 15:21:39.134960
Poor
No
Daily
House
671
1,184,041
31
Female
17,561
Single
4
PhD
Employed
50.306466
Urban
Basic
null
15
792
5
2022-04-02 15:21:39.204790
Average
No
Daily
Condo
2,744
1,184,042
48
Female
25,845
Single
3
High School
null
17.957242
Rural
Comprehensive
0
14
531
2
2020-10-06 15:21:39.198406
Good
No
Weekly
Condo
696
1,184,043
36
Male
57,633
Married
2
Master's
Unemployed
43.782754
Suburban
Premium
1
5
661
9
2020-07-19 15:21:39.205850
Average
No
Monthly
House
151
1,184,044
62
Female
88,023
Single
1
PhD
null
41.771038
Suburban
Premium
0
12
308
5
2019-09-20 15:21:39.121169
Poor
Yes
Daily
House
2,758
1,184,045
35
Female
44,348
Married
1
Bachelor's
null
40.98583
Suburban
Basic
0
7
null
6
2020-06-06 15:21:39.096739
null
No
Weekly
Apartment
2,558
1,184,046
20
Female
72,793
Married
0
PhD
Self-Employed
5.234989
Rural
Basic
1
4
576
4
2023-01-18 15:21:39.233998
Poor
No
Rarely
Apartment
48
1,184,047
61
Female
121,624
Divorced
0
PhD
Unemployed
35.491912
Urban
Comprehensive
null
4
307
6
2021-05-18 15:21:39.111551
Poor
Yes
Monthly
House
910
1,184,048
20
Male
92,400
Divorced
3
High School
Unemployed
32.237071
Suburban
Basic
2
11
689
7
2020-10-26 15:21:39.237118
Good
Yes
Rarely
Condo
2,445
1,184,049
24
Male
16,641
Single
2
High School
Employed
26.787531
Suburban
Basic
2
8
638
9
2019-12-15 15:21:39.132191
Good
No
Monthly
Condo
837
1,184,050
25
Male
14,079
Married
2
Master's
null
6.823963
Suburban
Comprehensive
0
15
635
5
2023-04-04 15:21:39.155231
Average
Yes
Rarely
House
227
1,184,051
19
Male
23,984
Married
1
High School
null
33.337969
Suburban
Premium
null
15
583
5
2020-06-29 15:21:39.155231
Average
No
Daily
Apartment
1,251
1,184,052
58
Male
28,193
Married
2
High School
null
40.258827
Urban
Premium
1
6
null
9
2022-01-06 15:21:39.247098
Poor
Yes
Rarely
Condo
2,287
1,184,053
21
Male
31,360
Married
4
High School
Unemployed
39.146463
Suburban
Comprehensive
0
7
576
2
2022-05-28 15:21:39.155231
Poor
Yes
Daily
Condo
74
1,184,054
49
Male
135,954
Divorced
4
PhD
null
11.852509
Rural
Comprehensive
null
4
369
2
2020-02-28 15:21:39.206847
Poor
Yes
Daily
Apartment
2,892
1,184,055
32
Female
1,555
Divorced
4
Master's
Unemployed
33.182359
Urban
Basic
0
7
365
8
2021-04-14 15:21:39.261856
Average
No
Daily
Apartment
956
1,184,056
47
Female
25,866
Married
2
High School
Unemployed
16.774066
Urban
Comprehensive
null
6
467
4
2022-09-10 15:21:39.198406
Average
Yes
Monthly
Condo
622
1,184,057
33
Female
52,413
Married
2
Master's
Self-Employed
36.001423
Urban
Basic
1
18
null
9
2020-03-14 15:21:39.198406
Poor
Yes
Daily
Apartment
406
1,184,058
45
Male
108,979
Divorced
2
PhD
null
11.957211
Rural
Premium
1
1
431
1
2023-10-13 15:21:39.235012
Average
Yes
Rarely
House
2,114
1,184,059
54
Female
51,496
Single
0
Master's
Employed
null
Rural
Basic
null
10
null
9
2019-11-05 15:21:39.257696
Good
Yes
Monthly
House
3,522
1,184,060
58
Female
35,358
Single
0
Bachelor's
null
40.495731
Rural
Comprehensive
null
0
673
2
2020-04-04 15:21:39.213373
Good
Yes
Monthly
House
1,061
1,184,061
28
Male
6,022
Single
4
High School
null
15.965886
Rural
Comprehensive
0
5
386
5
2020-06-13 15:21:39.092127
Average
No
Rarely
House
1,003
1,184,062
31
Male
43,977
Divorced
2
PhD
Self-Employed
9.89807
Urban
Comprehensive
1
10
374
2
2020-08-31 15:21:39.091080
Poor
Yes
Rarely
House
24
1,184,063
47
Male
null
Single
1
Master's
Self-Employed
11.8433
Suburban
Premium
1
17
511
6
2019-11-22 15:21:39.144722
Poor
Yes
Weekly
Condo
48
1,184,064
44
Male
18,455
Divorced
1
High School
Self-Employed
41.834224
Suburban
Premium
1
18
313
5
2023-05-29 15:21:39.232526
Good
No
Rarely
House
1,318
1,184,065
18
Female
23,937
Married
1
PhD
Employed
22.05396
Suburban
Basic
1
8
null
8
2020-08-20 15:21:39.174719
Good
No
Rarely
Apartment
690
1,184,066
48
Female
38,963
Married
3
Bachelor's
Employed
32.539709
Suburban
Premium
2
7
661
8
2022-07-12 15:21:39.134960
Poor
No
Rarely
Condo
1,674
1,184,067
50
Female
80,907
Divorced
4
High School
Self-Employed
null
Rural
Premium
1
18
394
9
2023-12-22 15:21:39.278402
Average
No
Weekly
Condo
1,210
1,184,068
48
Male
2,876
Single
2
Master's
Self-Employed
20.181705
Urban
Basic
0
11
782
2
2022-11-24 15:21:39.270454
Poor
No
Weekly
Condo
2,453
1,184,069
19
Male
102,941
Single
3
PhD
Self-Employed
15.636971
Rural
Basic
1
18
586
6
2020-12-06 15:21:39.121169
null
No
Rarely
House
2,120
1,184,070
64
Female
18,069
Single
4
Master's
Self-Employed
39.796301
Urban
Basic
null
15
null
8
2020-05-31 15:21:39.129190
Good
Yes
Monthly
House
1,614
1,184,071
29
Female
8,984
Married
2
Bachelor's
Unemployed
null
Rural
Premium
1
14
695
8
2022-11-24 15:21:39.097737
Poor
Yes
Monthly
House
1,266
1,184,072
56
Female
17,963
Divorced
0
Bachelor's
Unemployed
34.125541
Rural
Premium
3
8
704
2
2020-03-25 15:21:39.132191
Average
Yes
Daily
Condo
946
1,184,073
32
Female
33,453
Married
2
Bachelor's
Employed
3.486325
Suburban
Comprehensive
null
0
647
5
2021-01-05 15:21:39.168099
Average
No
Monthly
Apartment
2,483
1,184,074
57
Male
42,775
Married
0
Bachelor's
Self-Employed
9.671124
Urban
Comprehensive
0
6
670
2
2021-12-21 15:21:39.174719
Poor
No
Monthly
Apartment
426
1,184,075
38
Female
34,209
Single
2
PhD
Employed
12.732188
Urban
Premium
null
11
581
3
2020-10-26 15:21:39.271453
Good
No
Weekly
Condo
3,037
1,184,076
44
Male
2,683
Divorced
4
Bachelor's
null
null
Rural
Premium
null
14
543
2
2021-03-22 15:21:39.194829
Good
Yes
Monthly
Apartment
945
1,184,077
34
Female
40,774
Married
0
Bachelor's
Self-Employed
25.072029
Suburban
Comprehensive
null
6
null
5
2019-10-04 15:21:39.098696
Poor
Yes
Weekly
Condo
1,113
1,184,078
42
Female
116,044
Married
3
High School
Self-Employed
39.189346
Urban
Premium
0
4
420
2
2023-08-07 15:21:39.205850
Average
No
Weekly
Apartment
1,554
1,184,079
41
Female
4,976
Divorced
4
Bachelor's
Self-Employed
null
Suburban
Premium
1
14
822
6
2020-08-17 15:21:39.171102
Good
Yes
Rarely
Condo
735
1,184,080
19
Male
35,477
Married
0
PhD
Self-Employed
45.766321
Suburban
Basic
0
18
775
5
2023-01-19 15:21:39.260856
Poor
Yes
Daily
Condo
537
1,184,081
53
Male
44,901
Married
4
Bachelor's
Unemployed
null
Urban
Basic
2
7
674
4
2022-11-02 15:21:39.281787
Poor
Yes
Monthly
Apartment
1,325
1,184,082
62
Female
94,045
Married
1
Master's
Employed
9.956666
Urban
Comprehensive
2
10
655
7
2022-04-16 15:21:39.082499
null
No
Weekly
Condo
1,216
1,184,083
40
Female
93,921
Married
1
High School
Unemployed
34.913268
Urban
Basic
null
16
441
2
2022-07-16 15:21:39.134960
Average
Yes
Daily
Condo
861
1,184,084
55
Male
5,085
Married
0
Bachelor's
Self-Employed
40.024602
Rural
Comprehensive
null
19
null
7
2020-01-01 15:21:39.117183
Good
Yes
Rarely
House
2,634
1,184,085
40
Male
32,315
Divorced
0
PhD
null
19.634896
Rural
Comprehensive
1
8
628
4
2020-06-03 15:21:39.225916
Poor
No
Monthly
House
477
1,184,086
62
Female
54,797
Single
0
Master's
Unemployed
30.764267
Suburban
Comprehensive
0
0
791
2
2021-01-05 15:21:39.214388
Average
Yes
Rarely
Apartment
49
1,184,087
31
Male
4,437
Single
2
Master's
Employed
26.084321
Suburban
Basic
3
7
612
8
2022-08-22 15:21:39.134960
Average
Yes
Daily
Apartment
557
1,184,088
35
Male
64,166
Single
2
Master's
Unemployed
52.094111
Rural
Basic
null
13
564
2
2023-10-07 15:21:39.104139
Average
Yes
Rarely
Condo
571
1,184,089
45
Female
null
Single
2
Master's
null
21.878114
Urban
Comprehensive
null
4
683
6
2022-09-14 15:21:39.170099
null
Yes
Monthly
Condo
360
1,184,090
42
Female
24,293
Single
4
PhD
Self-Employed
29.790514
Rural
Comprehensive
1
4
648
6
2020-04-08 15:21:39.248098
Good
No
Daily
Apartment
1,074
1,184,091
50
Female
30,881
Divorced
0
Bachelor's
Unemployed
39.139993
Suburban
Comprehensive
null
12
734
1
2020-10-03 15:21:39.155231
Average
Yes
Daily
Apartment
381
1,184,092
45
Male
43,934
Divorced
2
Bachelor's
Employed
43.726844
Urban
Comprehensive
null
10
812
8
2020-10-15 15:21:39.281787
Poor
Yes
Rarely
House
803
1,184,093
28
Male
3,151
Single
2
Master's
Self-Employed
4.675879
Suburban
Premium
2
5
533
2
2023-12-02 15:21:39.226954
Poor
No
Daily
Condo
1,204
1,184,094
55
Male
1,233
Divorced
0
Bachelor's
null
34.424464
Urban
Basic
null
11
578
4
2021-06-29 15:21:39.146733
Poor
No
Weekly
Apartment
2,239
1,184,095
51
Male
45,260
Divorced
1
High School
Employed
16.835845
Rural
Premium
1
19
557
7
2023-04-19 15:21:39.164044
Good
Yes
Rarely
Condo
485
1,184,096
43
Female
116,923
Married
null
High School
null
23.014079
Rural
Premium
1
2
373
7
2019-10-21 15:21:39.207847
null
No
Monthly
Condo
391
1,184,097
51
Male
5,935
Single
3
Master's
Unemployed
38.906919
Suburban
Premium
1
12
579
7
2021-07-26 15:21:39.259788
Poor
Yes
Rarely
Apartment
1,597
1,184,098
27
Male
103,035
Married
1
High School
Unemployed
30.056383
Urban
Comprehensive
4
8
432
7
2024-02-27 15:21:39.194829
Poor
No
Rarely
Condo
855
1,184,099
56
Male
114,958
Married
2
PhD
Unemployed
null
Rural
Comprehensive
0
0
468
4
2022-05-31 15:21:39.237118
Average
Yes
Rarely
Apartment
1,414