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
1,196,000
25
Male
20,651
Divorced
2
PhD
Employed
17.988702
Suburban
Basic
0
11
804
1
2020-03-13 15:21:39.134960
Poor
No
Weekly
Apartment
668
1,196,001
53
Male
20,720
Divorced
1
Master's
null
32.551079
Urban
Premium
3
19
null
5
2023-08-23 15:21:39.143708
Poor
Yes
Monthly
Condo
611
1,196,002
25
Female
70,635
Married
4
Bachelor's
Employed
26.257856
Urban
Comprehensive
5
18
398
1
2019-12-16 15:21:39.231531
Good
Yes
Weekly
Condo
942
1,196,003
18
Female
1,788
Divorced
0
High School
Unemployed
null
Urban
Comprehensive
1
16
658
4
2023-04-21 15:21:39.155231
Average
No
Weekly
House
1,182
1,196,004
31
Male
68,966
Single
null
Master's
Unemployed
27.955618
Suburban
Comprehensive
null
13
403
8
2020-04-23 15:21:39.190215
Average
No
Weekly
Condo
241
1,196,005
21
Male
72,070
Divorced
null
Bachelor's
null
4.92366
Urban
Basic
0
0
469
2
2021-08-22 15:21:39.180553
Poor
No
Monthly
Apartment
1,923
1,196,006
23
Female
51,465
Divorced
1
High School
Self-Employed
17.93426
Rural
Comprehensive
0
16
398
1
2024-06-28 15:21:39.102694
Average
Yes
Rarely
House
1,176
1,196,007
36
Female
34,244
Divorced
1
Master's
null
13.95812
Rural
Basic
null
14
646
5
2020-09-11 15:21:39.134960
Average
No
Rarely
House
622
1,196,008
58
Male
43,469
Single
1
Bachelor's
Self-Employed
47.120716
Rural
Basic
0
13
703
2
2022-07-30 15:21:39.221386
Average
No
Daily
Condo
744
1,196,009
19
Female
1,058
Divorced
4
High School
null
25.737245
Suburban
Premium
2
18
459
9
2019-12-26 15:21:39.290098
Good
Yes
Daily
Condo
2,197
1,196,010
32
Male
null
Divorced
null
PhD
Self-Employed
39.946324
Rural
Basic
null
17
302
9
2021-10-18 15:21:39.090124
Good
Yes
Monthly
House
471
1,196,011
19
Female
106,985
Divorced
2
Bachelor's
Self-Employed
13.946105
Urban
Premium
0
3
312
1
2022-03-26 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,152
1,196,012
50
Female
66,184
Single
2
High School
Employed
48.43762
Urban
Premium
0
5
null
2
2023-09-23 15:21:39.155231
Poor
No
Daily
House
161
1,196,013
42
Male
145,980
Married
4
Bachelor's
null
39.924033
Suburban
Premium
0
12
452
7
2021-04-19 15:21:39.191219
Poor
No
Weekly
Apartment
907
1,196,014
47
Female
35,791
Divorced
4
Master's
Employed
14.542307
Urban
Comprehensive
null
5
null
8
2022-03-06 15:21:39.276901
Poor
No
Daily
House
522
1,196,015
63
Male
91,749
Married
1
High School
null
52.743203
Rural
Premium
null
4
560
9
2020-08-12 15:21:39.143708
Average
Yes
Monthly
House
1,427
1,196,016
56
Female
6,819
Married
0
PhD
Self-Employed
21.68994
Urban
Basic
0
6
667
9
2023-01-01 15:21:39.191219
Poor
Yes
Rarely
Apartment
1,276
1,196,017
37
Female
21,481
Divorced
null
Bachelor's
Employed
19.085726
Urban
Basic
2
18
505
2
2021-07-06 15:21:39.290098
Average
No
Weekly
Apartment
502
1,196,018
27
Female
145,966
Divorced
2
High School
Self-Employed
null
Urban
Comprehensive
null
10
484
1
2021-11-04 15:21:39.184157
Average
Yes
Daily
Apartment
1,221
1,196,019
45
Male
109,915
Divorced
3
Master's
Employed
26.755323
Urban
Comprehensive
3
10
445
7
2022-06-08 15:21:39.204790
Average
Yes
Rarely
Condo
1,746
1,196,020
60
Female
39,225
Divorced
4
Master's
Employed
27.611178
Urban
Premium
null
15
830
8
2020-04-18 15:21:39.172097
Good
Yes
Weekly
Apartment
646
1,196,021
52
Female
15,471
Married
3
Master's
Employed
45.689849
Urban
Comprehensive
1
17
734
6
2020-01-19 15:21:39.237118
Good
Yes
Monthly
Apartment
663
1,196,022
38
Female
5,527
Divorced
1
Bachelor's
null
26.790615
Rural
Premium
2
2
null
3
2020-06-03 15:21:39.155231
Average
Yes
Monthly
Condo
674
1,196,023
49
Female
28,881
Single
3
Bachelor's
null
42.145523
Rural
Premium
0
9
575
1
2020-02-11 15:21:39.267454
Poor
Yes
Rarely
Condo
1,325
1,196,024
45
Female
64,848
Married
0
Bachelor's
null
39.176958
Rural
Premium
4
1
559
8
2021-10-26 15:21:39.148733
Poor
Yes
Daily
Apartment
2,387
1,196,025
62
Male
1,335
Single
2
PhD
Employed
10.672072
Urban
Premium
2
17
585
1
2023-10-13 15:21:39.094752
Poor
Yes
Rarely
Condo
2,672
1,196,026
19
Male
31,951
Single
1
High School
Employed
37.037368
Rural
Comprehensive
0
6
316
7
2021-06-01 15:21:39.267454
Good
Yes
Rarely
House
2,767
1,196,027
38
Male
1,795
Divorced
null
High School
null
35.781389
Urban
Premium
2
2
636
2
2019-09-19 15:21:39.197445
Good
No
Daily
Apartment
1,426
1,196,028
46
Male
3,392
Single
0
Bachelor's
null
30.15382
Rural
Premium
2
12
595
7
2020-05-28 15:21:39.134960
Good
No
Weekly
House
867
1,196,029
48
Male
6,968
Divorced
1
PhD
Unemployed
23.053324
Rural
Premium
null
19
729
3
2022-05-28 15:21:39.223901
Poor
Yes
Monthly
Apartment
587
1,196,030
43
Female
42,943
Single
1
PhD
null
11.333591
Urban
Premium
null
11
555
1
2023-07-13 15:21:39.237118
Average
Yes
Rarely
Apartment
675
1,196,031
56
Female
28,656
Divorced
0
Bachelor's
Self-Employed
18.567476
Rural
Basic
2
16
576
7
2021-01-23 15:21:39.155231
Good
Yes
Weekly
Apartment
1,175
1,196,032
60
Male
10,034
Married
4
Bachelor's
Unemployed
10.646726
Suburban
Basic
null
5
null
2
2019-10-14 15:21:39.134960
Poor
Yes
Monthly
Apartment
733
1,196,033
62
Male
59,091
Single
3
Master's
null
11.492744
Suburban
Premium
1
3
null
8
2021-08-29 15:21:39.105192
Poor
Yes
Weekly
Condo
165
1,196,034
51
Female
11,817
Married
4
Master's
Unemployed
21.966188
Urban
Basic
0
10
573
4
2020-04-15 15:21:39.085129
Average
Yes
Monthly
Apartment
1,072
1,196,035
35
Female
60,159
null
1
PhD
null
17.256549
Suburban
Basic
null
8
843
9
2020-09-20 15:21:39.134960
Poor
No
Monthly
House
203
1,196,036
33
Male
59,820
Married
3
High School
null
17.891634
Suburban
Basic
0
4
336
9
2022-01-20 15:21:39.102694
null
No
Monthly
House
934
1,196,037
38
Female
74,828
Single
3
Bachelor's
Self-Employed
22.553823
Urban
Comprehensive
3
1
328
2
2023-09-03 15:21:39.237118
null
Yes
Daily
Condo
3,330
1,196,038
43
Female
3,898
Married
1
Master's
Unemployed
32.015925
Urban
Comprehensive
2
19
516
8
2024-01-23 15:21:39.125660
Poor
No
Rarely
Apartment
581
1,196,039
32
Female
92,121
Divorced
0
Bachelor's
null
19.788105
Urban
Comprehensive
null
8
403
4
2019-12-04 15:21:39.286113
Poor
No
Rarely
Apartment
92
1,196,040
56
Male
34,403
Married
0
Master's
null
38.125638
Rural
Premium
null
19
372
7
2020-08-20 15:21:39.222387
Good
No
Daily
Apartment
2,822
1,196,041
57
Female
116,929
Married
1
Bachelor's
Unemployed
5.662677
Suburban
Basic
2
13
501
5
2022-01-30 15:21:39.202448
Poor
Yes
Rarely
House
161
1,196,042
52
Female
1,806
Single
3
High School
Self-Employed
null
Rural
Basic
null
18
544
1
2023-08-01 15:21:39.155231
Poor
Yes
Rarely
House
449
1,196,043
49
Female
23,817
Married
2
PhD
Self-Employed
9.071849
Urban
Premium
0
15
740
9
2020-02-03 15:21:39.278402
Poor
No
Weekly
Condo
1,957
1,196,044
40
Female
null
Divorced
1
High School
Unemployed
42.785896
Urban
Basic
null
13
435
4
2023-05-04 15:21:39.226954
Average
Yes
Monthly
House
1,089
1,196,045
44
Male
83,611
Single
3
PhD
null
44.687583
Rural
Basic
3
8
459
9
2020-07-26 15:21:39.087123
Good
No
Rarely
Condo
1,065
1,196,046
42
Male
3,733
Divorced
1
PhD
Unemployed
20.908749
Urban
Comprehensive
0
3
null
6
2023-08-06 15:21:39.285112
Good
Yes
Daily
Apartment
25
1,196,047
24
Female
3,541
Single
0
High School
Employed
30.236742
Suburban
Comprehensive
1
7
738
8
2019-09-25 15:21:39.134960
Good
Yes
Rarely
Condo
474
1,196,048
53
Female
7,532
Divorced
3
Master's
Unemployed
27.527358
Rural
Comprehensive
null
10
830
3
2020-10-17 15:21:39.116179
Poor
Yes
Weekly
Apartment
581
1,196,049
50
Female
17,098
Married
1
Bachelor's
null
30.918554
Suburban
Premium
1
15
614
4
2020-09-02 15:21:39.235012
Good
Yes
Monthly
Apartment
588
1,196,050
53
Female
45
Married
2
Master's
Unemployed
40.682331
Urban
Basic
4
13
494
9
2020-08-01 15:21:39.192212
Average
No
Rarely
Condo
1,438
1,196,051
38
Female
45,622
Single
3
Bachelor's
Employed
13.707038
Urban
Basic
0
2
327
8
2021-12-27 15:21:39.104139
Poor
No
Rarely
House
1,191
1,196,052
20
Male
1,566
Divorced
null
PhD
Unemployed
23.792812
Urban
Comprehensive
0
2
411
8
2023-10-18 15:21:39.272456
Poor
No
Rarely
Condo
667
1,196,053
49
Male
71,729
Single
2
Bachelor's
null
21.988596
Urban
Premium
2
5
396
1
2021-10-23 15:21:39.092127
Good
No
Rarely
Condo
1,282
1,196,054
61
Male
20,981
null
0
PhD
Self-Employed
5.564493
Rural
Comprehensive
null
17
493
6
2023-05-26 15:21:39.170099
Average
No
Rarely
Condo
471
1,196,055
50
Male
62,770
Single
4
Bachelor's
Unemployed
25.39452
Suburban
Basic
1
13
796
1
2019-10-09 15:21:39.253660
Good
No
Daily
Apartment
3,932
1,196,056
58
Male
114,093
Divorced
3
Bachelor's
Self-Employed
48.827261
Suburban
Premium
5
6
365
3
2022-11-22 15:21:39.155231
Poor
No
Rarely
House
1,575
1,196,057
61
Male
80,592
Married
1
Bachelor's
Unemployed
52.997944
Urban
Comprehensive
0
7
759
1
2022-10-18 15:21:39.175719
Average
No
Monthly
Apartment
397
1,196,058
27
Female
148,846
Divorced
null
Bachelor's
Unemployed
12.24889
Suburban
Basic
0
16
447
5
2019-10-21 15:21:39.251142
Poor
Yes
Rarely
Apartment
2,188
1,196,059
58
Male
82,864
Divorced
0
Bachelor's
Employed
null
Rural
Basic
0
15
849
2
2022-12-28 15:21:39.175719
Poor
Yes
Monthly
House
92
1,196,060
61
Male
110,756
Single
1
Master's
null
9.977952
Urban
Comprehensive
0
1
586
3
2022-04-18 15:21:39.217387
Poor
Yes
Monthly
Condo
46
1,196,061
22
Female
54,556
Divorced
4
High School
null
13.567292
Suburban
Comprehensive
0
13
663
6
2023-10-02 15:21:39.251142
Average
Yes
Rarely
Condo
149
1,196,062
55
Female
6,867
Single
3
PhD
Employed
16.730424
Urban
Comprehensive
1
1
810
5
2020-11-07 15:21:39.100695
Average
No
Weekly
Apartment
805
1,196,063
25
Female
2,412
Divorced
0
Master's
Employed
18.071017
Suburban
Basic
1
8
729
7
2019-12-10 15:21:39.202448
Good
No
Monthly
Apartment
22
1,196,064
57
Male
5,729
Divorced
3
Bachelor's
Employed
19.564648
Rural
Comprehensive
1
17
670
2
2022-02-02 15:21:39.123711
Average
No
Daily
Condo
798
1,196,065
58
Female
36,159
Single
0
High School
null
29.85699
Suburban
Basic
1
5
null
3
2022-11-26 15:21:39.085129
Good
No
Daily
Apartment
1,355
1,196,066
39
Female
1,792
Single
4
Master's
Self-Employed
20.350041
Urban
Premium
1
2
758
4
2023-04-15 15:21:39.088124
Average
No
Monthly
Condo
23
1,196,067
57
Male
3,712
Divorced
2
Master's
Self-Employed
11.926175
Suburban
Premium
2
18
559
6
2023-11-12 15:21:39.224915
Poor
No
Daily
Condo
3,047
1,196,068
18
Male
1,488
Single
null
PhD
Employed
19.010975
Urban
Basic
1
4
461
5
2024-05-06 15:21:39.126661
Average
No
Rarely
House
727
1,196,069
29
Female
576
Divorced
null
Master's
Employed
16.641265
Suburban
Premium
1
10
630
7
2019-11-18 15:21:39.256696
Poor
No
Monthly
House
2,868
1,196,070
29
Female
15,123
Single
0
Master's
null
22.935165
Rural
Premium
null
17
313
9
2022-12-26 15:21:39.098696
Good
Yes
Daily
Apartment
48
1,196,071
59
Male
9,091
Divorced
2
Master's
Unemployed
49.751571
Rural
Premium
1
7
660
7
2020-07-18 15:21:39.134960
Good
No
Monthly
Condo
1,169
1,196,072
63
Male
39,743
Single
2
Bachelor's
Self-Employed
31.099803
Urban
Basic
2
7
567
5
2022-07-07 15:21:39.193945
Average
No
Weekly
House
533
1,196,073
46
Female
66,989
Divorced
null
Bachelor's
null
43.908564
Urban
Comprehensive
0
15
696
5
2021-10-29 15:21:39.274993
Good
No
Monthly
House
315
1,196,074
30
Female
4,968
Divorced
1
PhD
Unemployed
26.682006
Suburban
Comprehensive
null
16
507
2
2022-03-20 15:21:39.198406
Good
Yes
Daily
Condo
1,167
1,196,075
38
Male
49,091
Divorced
3
PhD
null
18.829323
Rural
Comprehensive
0
5
399
6
2021-05-25 15:21:39.124659
Poor
Yes
Rarely
Condo
377
1,196,076
54
Male
4,028
Married
4
High School
null
37.657723
Urban
Comprehensive
3
11
476
6
2023-06-02 15:21:39.095696
Good
Yes
Monthly
Condo
489
1,196,077
40
Female
3,764
Married
0
Bachelor's
Employed
32.093984
Suburban
Basic
0
13
440
2
2024-07-15 15:21:39.147735
Poor
No
Daily
House
1,302
1,196,078
22
Male
65,866
Married
0
Bachelor's
Employed
49.636902
Rural
Premium
0
3
654
4
2019-10-13 15:21:39.080440
null
Yes
Monthly
Condo
2,543
1,196,079
58
Female
14,093
Married
2
PhD
Self-Employed
9.539553
Urban
Comprehensive
null
1
561
7
2021-07-29 15:21:39.087123
Poor
No
Monthly
Apartment
1,251
1,196,080
47
Female
2,941
Divorced
null
PhD
Unemployed
46.719875
Urban
Comprehensive
1
9
820
3
2020-08-12 15:21:39.191219
Good
Yes
Weekly
Condo
322
1,196,081
62
Female
17,387
Single
1
High School
Employed
23.038892
Rural
Basic
1
7
691
6
2022-02-21 15:21:39.237118
Poor
Yes
Weekly
Apartment
87
1,196,082
22
Female
35,781
Married
1
High School
Unemployed
37.524081
Rural
Premium
null
4
613
6
2020-07-11 15:21:39.267454
Poor
Yes
Weekly
Condo
533
1,196,083
33
Male
113,483
Divorced
0
PhD
Unemployed
8.272781
Urban
Basic
3
7
381
3
2019-09-12 15:21:39.189223
Average
No
Weekly
Apartment
1,556
1,196,084
33
Male
null
Single
3
Master's
Self-Employed
47.010959
Suburban
Comprehensive
2
2
564
3
2024-04-15 15:21:39.134960
Poor
No
Rarely
Condo
2,671
1,196,085
54
Female
104,867
Single
null
Master's
null
30.946203
Suburban
Basic
0
14
511
3
2020-08-26 15:21:39.107553
Average
No
Weekly
Condo
2,023
1,196,086
61
Female
28,991
Divorced
0
Bachelor's
Employed
22.073706
Rural
Comprehensive
null
1
771
4
2022-04-23 15:21:39.088124
null
Yes
Weekly
Apartment
648
1,196,087
21
Male
41,561
Single
2
PhD
null
13.099753
Suburban
Premium
1
5
549
8
2020-03-06 15:21:39.259788
Average
Yes
Daily
Condo
447
1,196,088
21
Female
17,728
Single
4
PhD
null
31.412318
Rural
Comprehensive
3
7
500
4
2021-05-18 15:21:39.166062
Average
Yes
Rarely
Condo
367
1,196,089
55
Female
38,612
Married
null
PhD
null
null
Rural
Basic
2
3
693
4
2021-10-23 15:21:39.129190
Poor
No
Daily
Condo
823
1,196,090
46
Male
59,097
Married
2
Master's
null
15.08136
Suburban
Comprehensive
3
7
481
8
2019-09-01 15:21:39.267454
Good
No
Weekly
Apartment
588
1,196,091
null
Female
5,769
Divorced
2
Master's
Employed
8.391126
Suburban
Basic
0
2
459
7
2023-09-22 15:21:39.167099
Good
No
Weekly
House
506
1,196,092
36
Male
10,048
Married
2
Bachelor's
Self-Employed
16.233731
Urban
Basic
1
5
639
8
2019-11-28 15:21:39.237118
Good
No
Daily
Apartment
3,974
1,196,093
49
Female
132,743
Married
3
Master's
Employed
24.016976
Urban
Premium
3
1
391
9
2021-08-02 15:21:39.179186
Average
No
Daily
Apartment
841
1,196,094
30
Male
12,731
Divorced
2
High School
Unemployed
3.728746
Suburban
Premium
null
15
767
8
2022-10-31 15:21:39.085129
null
Yes
Rarely
Apartment
3,294
1,196,095
63
Male
66,718
Married
4
Bachelor's
Unemployed
10.33253
Urban
Premium
null
17
313
9
2023-01-19 15:21:39.134960
Good
Yes
Rarely
Apartment
1,031
1,196,096
44
Female
58,511
Single
4
Bachelor's
Self-Employed
5.687976
Urban
Premium
3
1
456
9
2023-09-02 15:21:39.116179
Average
No
Daily
Condo
561
1,196,097
34
Male
45,936
Married
1
PhD
Unemployed
11.16764
Urban
Basic
1
18
552
8
2022-07-05 15:21:39.134960
Average
Yes
Daily
Apartment
1,263
1,196,098
23
Female
3,852
Single
1
High School
Employed
12.491754
Rural
Comprehensive
null
17
809
7
2023-04-23 15:21:39.202448
Average
No
Daily
Condo
2,137
1,196,099
23
Female
63,477
null
4
Master's
Unemployed
17.065889
Rural
Basic
1
18
500
4
2022-05-31 15:21:39.261856
Good
No
Monthly
House
3,480