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
48,000
54
Female
109,990
Married
4
High School
Unemployed
34.498768
Urban
Comprehensive
1
0
374
7
2024-02-04 15:21:39.214388
Good
No
Daily
House
594
48,001
49
Male
102,228
null
4
Bachelor's
Self-Employed
49.078307
Suburban
Basic
null
19
602
2
2020-07-22 15:21:39.125660
Good
Yes
Rarely
House
4,153
48,002
23
Male
47,502
Married
0
Bachelor's
Employed
32.557311
Urban
Comprehensive
0
5
385
6
2022-02-05 15:21:39.165120
Good
No
Rarely
Apartment
1,005
48,003
46
Male
22,325
Single
2
Master's
Self-Employed
11.923143
Suburban
Premium
1
0
758
1
2019-09-20 15:21:39.085129
Good
Yes
Rarely
House
369
48,004
41
Male
4,550
Divorced
0
High School
Employed
null
Rural
Basic
null
9
668
7
2020-02-03 15:21:39.111551
Poor
Yes
Weekly
House
1,520
48,005
24
Female
6,127
Divorced
2
PhD
Unemployed
17.279848
Suburban
Premium
null
2
845
9
2022-08-29 15:21:39.126661
Good
Yes
Monthly
Apartment
146
48,006
19
Male
387
Single
0
High School
Self-Employed
11.123353
Suburban
Basic
0
0
826
8
2019-12-31 15:21:39.123711
Average
Yes
Weekly
Condo
95
48,007
36
Female
43,789
Single
null
High School
Unemployed
46.906253
Urban
Premium
0
14
372
5
2024-04-22 15:21:39.167099
Average
Yes
Daily
Condo
2,160
48,008
29
Female
120,749
Single
0
Master's
null
34.814591
Suburban
Premium
null
1
703
5
2019-12-08 15:21:39.237118
Average
Yes
Monthly
House
2,443
48,009
49
Male
127,548
Married
1
Bachelor's
null
31.553732
Suburban
Premium
0
18
431
8
2021-01-15 15:21:39.202448
Good
No
Rarely
House
1,897
48,010
64
Male
28,886
Divorced
4
High School
Employed
48.173405
Urban
Comprehensive
1
9
null
2
2022-10-15 15:21:39.111551
Average
No
Rarely
House
2,586
48,011
33
Female
17,227
Divorced
null
Bachelor's
null
31.813158
Suburban
Comprehensive
2
17
595
9
2020-10-05 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,102
48,012
39
Female
3,717
Single
3
PhD
null
47.809966
Suburban
Basic
2
0
653
8
2020-03-20 15:21:39.109552
Good
Yes
Rarely
Condo
2,137
48,013
30
Male
9,974
Divorced
3
Master's
null
19.58506
Suburban
Premium
null
8
439
7
2024-06-08 15:21:39.134960
null
Yes
Rarely
Apartment
2,981
48,014
22
Male
23,892
Divorced
0
Master's
Unemployed
29.660121
Suburban
Comprehensive
3
11
553
6
2024-05-15 15:21:39.169102
Poor
Yes
Daily
Apartment
1,173
48,015
20
Male
31,850
Married
null
Bachelor's
Unemployed
4.64984
Urban
Comprehensive
0
12
473
5
2020-02-27 15:21:39.194829
Poor
Yes
Monthly
Apartment
525
48,016
51
Male
16,882
Married
3
High School
null
22.094648
Suburban
Basic
0
10
759
7
2023-11-15 15:21:39.250151
Average
Yes
Daily
Condo
784
48,017
31
Female
16,582
Divorced
3
High School
Unemployed
25.286948
Suburban
Comprehensive
null
0
837
8
2020-04-23 15:21:39.145732
Poor
No
Weekly
House
910
48,018
41
Female
10,946
Divorced
2
Bachelor's
null
40.505429
Suburban
Premium
null
7
559
4
2021-09-04 15:21:39.250151
Average
No
Monthly
Condo
263
48,019
28
Male
12,894
Single
1
High School
Employed
4.964648
Rural
Basic
1
14
830
6
2024-01-05 15:21:39.155231
Good
No
Rarely
Condo
119
48,020
56
Male
76,618
Married
3
Master's
Employed
21.816512
Suburban
Comprehensive
null
11
305
6
2021-06-08 15:21:39.237118
null
No
Monthly
Condo
493
48,021
46
Female
6,957
Divorced
4
PhD
null
52.291982
Urban
Comprehensive
2
16
531
3
2022-05-28 15:21:39.169102
Average
No
Weekly
Condo
2,035
48,022
30
Female
37,188
Single
4
Master's
Self-Employed
19.88166
Urban
Comprehensive
3
3
494
5
2021-03-29 15:21:39.194829
Good
No
Weekly
Apartment
604
48,023
18
Female
22,276
Married
2
Master's
Self-Employed
31.935421
Urban
Comprehensive
0
6
null
7
2024-01-25 15:21:39.183598
Poor
No
Daily
Apartment
839
48,024
30
Male
24,851
Married
4
High School
Unemployed
22.944604
Suburban
Basic
1
14
302
6
2021-04-26 15:21:39.252145
Average
No
Weekly
Apartment
927
48,025
55
Male
28,409
Married
3
Bachelor's
Unemployed
null
Suburban
Premium
0
10
668
4
2019-12-26 15:21:39.134960
Good
No
Rarely
Condo
1,422
48,026
20
Male
3,354
Married
1
High School
Employed
20.869025
Rural
Comprehensive
2
3
703
3
2022-04-10 15:21:39.186212
Average
No
Monthly
Condo
1,173
48,027
60
Female
2,858
Married
2
PhD
null
13.938365
Urban
Basic
0
11
725
2
2023-03-25 15:21:39.194829
Good
No
Weekly
Condo
2,116
48,028
42
Female
37,486
Married
0
Master's
Self-Employed
40.486481
Rural
Premium
1
15
null
8
2021-06-15 15:21:39.134960
Poor
No
Daily
Apartment
551
48,029
40
Female
51,347
Single
1
High School
null
24.784616
Suburban
Basic
null
2
322
6
2022-02-14 15:21:39.092127
Poor
No
Weekly
Apartment
732
48,030
47
Male
77,180
Single
1
High School
Unemployed
38.810016
Urban
Premium
null
11
null
1
2021-03-01 15:21:39.094752
Average
No
Rarely
Apartment
67
48,031
26
Female
11,916
Married
null
Master's
null
null
Rural
Comprehensive
3
0
576
2
2019-10-10 15:21:39.092127
null
No
Daily
Condo
1,094
48,032
38
Female
1,226
Divorced
4
High School
Employed
41.052756
Suburban
Basic
2
2
811
2
2020-12-17 15:21:39.253660
Average
No
Daily
House
2,075
48,033
30
Female
58,195
Married
1
High School
Unemployed
31.827682
Urban
Basic
null
17
827
1
2022-08-25 15:21:39.192212
Average
Yes
Monthly
Apartment
362
48,034
24
Female
56,797
Married
0
High School
Self-Employed
32.665018
Urban
Basic
0
5
804
7
2024-07-01 15:21:39.206847
Good
No
Rarely
House
291
48,035
18
Male
58,727
Divorced
4
Bachelor's
Employed
26.68442
Rural
Basic
null
12
398
9
2021-09-03 15:21:39.092127
Average
No
Monthly
Apartment
1,605
48,036
43
Male
728
Divorced
2
Bachelor's
Self-Employed
40.58234
Suburban
Basic
1
17
484
5
2024-08-11 15:21:39.132191
Poor
No
Rarely
Condo
736
48,037
24
Female
5,044
Single
3
High School
Employed
35.993254
Urban
Premium
1
12
804
2
2020-05-16 15:21:39.176717
Good
No
Rarely
Apartment
665
48,038
20
Female
133,320
Married
0
High School
Employed
39.710049
Rural
Premium
1
15
406
9
2020-02-29 15:21:39.100695
Poor
Yes
Rarely
Apartment
2,880
48,039
60
Female
27,401
Divorced
0
Bachelor's
Employed
44.87914
Rural
Premium
null
17
638
2
2022-10-08 15:21:39.155231
null
Yes
Monthly
House
695
48,040
34
Male
27,463
Married
4
High School
null
44.362595
Urban
Comprehensive
0
13
456
7
2022-09-05 15:21:39.194829
Average
Yes
Monthly
Apartment
1,020
48,041
62
Female
34,221
Married
1
PhD
Self-Employed
30.010973
Urban
Basic
1
13
564
4
2022-11-30 15:21:39.281787
Average
No
Daily
Condo
961
48,042
30
Male
1,158
Married
2
Bachelor's
null
39.966585
Suburban
Premium
2
12
576
4
2020-11-29 15:21:39.123711
Good
Yes
Daily
House
1,062
48,043
46
Female
13,592
Married
1
PhD
Unemployed
20.850054
Suburban
Comprehensive
0
14
null
3
2019-09-08 15:21:39.218388
Poor
No
Monthly
House
214
48,044
53
Male
3,637
Married
null
Bachelor's
Self-Employed
16.904123
Suburban
Premium
0
6
560
2
2023-07-12 15:21:39.107553
Good
No
Rarely
Apartment
2,182
48,045
47
Female
11,569
Single
0
Bachelor's
Unemployed
22.027614
Urban
Basic
null
16
639
5
2022-01-02 15:21:39.271453
Good
No
Rarely
House
749
48,046
18
Male
1,479
Married
1
PhD
Employed
17.122453
Rural
Premium
0
5
428
1
2022-09-28 15:21:39.230483
Average
No
Weekly
House
155
48,047
31
Female
null
Divorced
null
Master's
Unemployed
41.939295
Urban
Premium
1
12
409
4
2021-03-25 15:21:39.216387
Poor
No
Daily
Apartment
459
48,048
58
Female
1,565
Married
1
PhD
null
16.876164
Urban
Basic
null
0
551
2
2023-12-28 15:21:39.122134
Average
Yes
Weekly
House
1,893
48,049
23
Male
28,142
Married
null
PhD
Employed
27.567674
Suburban
Basic
2
15
645
8
2024-07-14 15:21:39.175719
Poor
Yes
Monthly
Apartment
919
48,050
45
Female
6,054
Married
0
Bachelor's
Unemployed
19.412539
Rural
Premium
0
12
589
6
2020-06-13 15:21:39.172097
Poor
Yes
Rarely
Apartment
727
48,051
53
Male
81,115
Single
4
PhD
Self-Employed
10.872118
Suburban
Comprehensive
null
15
585
1
2021-11-25 15:21:39.177724
Average
Yes
Daily
Condo
340
48,052
36
Male
114,311
Married
2
PhD
null
30.891084
Rural
Premium
null
9
706
4
2022-01-06 15:21:39.237118
Poor
No
Monthly
Condo
103
48,053
57
Male
82,364
Single
null
High School
Self-Employed
43.795341
Suburban
Comprehensive
2
17
704
2
2021-10-17 15:21:39.113566
null
Yes
Rarely
Condo
776
48,054
61
Male
69,919
Married
0
Bachelor's
null
7.857625
Urban
Comprehensive
null
11
821
5
2022-02-27 15:21:39.185215
Poor
No
Monthly
Apartment
373
48,055
38
Female
28,797
Divorced
3
PhD
Employed
11.741125
Suburban
Basic
0
10
464
8
2022-07-03 15:21:39.253660
Good
Yes
Rarely
Condo
2,362
48,056
22
Female
2,586
Divorced
1
PhD
Employed
26.454538
Suburban
Comprehensive
1
12
null
6
2020-04-09 15:21:39.151732
Poor
No
Rarely
House
2,286
48,057
44
Male
5,898
Single
1
Master's
Self-Employed
33.929194
Urban
Premium
1
12
705
5
2024-03-13 15:21:39.192212
Poor
Yes
Monthly
Apartment
831
48,058
51
Male
10,320
Married
3
Bachelor's
Employed
20.221889
Rural
Basic
1
13
788
3
2023-09-16 15:21:39.267454
null
No
Daily
House
100
48,059
34
Female
34,592
Divorced
0
Bachelor's
Employed
21.935003
Suburban
Premium
1
1
442
5
2022-07-03 15:21:39.185215
Good
Yes
Rarely
House
248
48,060
50
Female
912
Married
3
Master's
null
28.445908
Rural
Comprehensive
2
11
748
5
2023-03-09 15:21:39.253660
Poor
No
Monthly
Condo
1,621
48,061
24
Male
88,851
Single
1
High School
Employed
14.959784
Urban
Comprehensive
null
7
347
9
2024-02-03 15:21:39.237118
Good
No
Monthly
House
123
48,062
61
Female
14,072
Single
0
Master's
Unemployed
36.97967
Suburban
Basic
null
6
539
4
2023-11-27 15:21:39.237118
Average
No
Daily
Apartment
431
48,063
51
Male
21,661
Single
0
PhD
Employed
19.717872
Suburban
Basic
null
6
719
2
2023-09-09 15:21:39.155231
Average
No
Daily
Apartment
357
48,064
41
Female
12,061
Divorced
2
Bachelor's
Employed
18.299661
Suburban
Comprehensive
0
16
774
2
2022-04-26 15:21:39.155231
Poor
Yes
Weekly
House
531
48,065
25
Female
2,579
Divorced
3
PhD
Employed
23.478371
Urban
Premium
null
10
431
9
2023-02-04 15:21:39.237118
Average
Yes
Monthly
House
1,597
48,066
24
Female
3,908
Divorced
3
Bachelor's
Employed
15.686738
Urban
Basic
3
0
740
7
2023-12-05 15:21:39.190215
null
Yes
Rarely
Apartment
1,534
48,067
25
Female
3,669
Single
4
PhD
Self-Employed
18.547676
Rural
Premium
0
4
422
1
2019-10-15 15:21:39.283783
Good
No
Monthly
Apartment
872
48,068
42
Female
34,348
Divorced
3
PhD
Self-Employed
16.977916
Suburban
Premium
null
13
531
7
2020-10-12 15:21:39.134960
Poor
No
Daily
House
578
48,069
19
Female
5,079
Married
2
PhD
Self-Employed
46.724278
Rural
Premium
null
2
532
8
2022-11-30 15:21:39.134960
Average
No
Monthly
Apartment
2,076
48,070
35
Male
2,077
Married
null
High School
Self-Employed
22.586002
Suburban
Comprehensive
1
8
790
4
2019-10-21 15:21:39.143708
null
Yes
Rarely
Condo
565
48,071
41
Male
27,675
Married
null
Master's
Unemployed
12.953971
Suburban
Basic
1
3
null
9
2019-09-07 15:21:39.155231
Poor
Yes
Weekly
House
108
48,072
18
Female
5,881
Divorced
0
High School
null
34.867884
Urban
Premium
1
13
767
2
2023-11-23 15:21:39.186212
Average
No
Weekly
Apartment
985
48,073
50
Female
45,003
Divorced
1
High School
Employed
30.639762
Suburban
Basic
null
7
635
1
2023-11-03 15:21:39.167099
Poor
Yes
Weekly
Condo
1,305
48,074
48
Male
5,094
Single
2
Bachelor's
null
null
Urban
Comprehensive
0
1
437
6
2022-09-28 15:21:39.126661
Average
Yes
Monthly
Condo
437
48,075
36
Male
5,892
Single
4
Master's
Unemployed
null
Urban
Basic
null
12
825
6
2021-11-27 15:21:39.087123
Poor
Yes
Daily
House
1,426
48,076
null
Male
71,438
Divorced
3
High School
null
16.231299
Rural
Premium
null
19
761
7
2019-12-13 15:21:39.236064
Average
Yes
Monthly
House
3,573
48,077
35
Male
3,979
Single
1
Bachelor's
Self-Employed
null
Urban
Basic
null
14
769
2
2022-09-21 15:21:39.214388
Good
Yes
Rarely
Apartment
1,613
48,078
56
Male
17,098
Married
1
High School
null
14.974806
Urban
Basic
0
17
711
3
2021-12-29 15:21:39.259788
Poor
No
Weekly
Condo
731
48,079
18
Female
69,969
Divorced
0
Bachelor's
null
38.068236
Suburban
Premium
1
2
457
3
2021-02-14 15:21:39.189223
null
Yes
Weekly
Apartment
807
48,080
63
Male
30,769
Married
0
Master's
Self-Employed
30.977703
Urban
Comprehensive
1
11
null
2
2023-12-16 15:21:39.244069
Good
Yes
Rarely
Condo
77
48,081
30
Female
36,301
Married
null
Master's
Self-Employed
29.484931
Suburban
Basic
3
2
843
5
2023-11-19 15:21:39.097737
Poor
Yes
Rarely
Apartment
1,194
48,082
45
Female
42,510
Married
1
Bachelor's
Self-Employed
35.273787
Urban
Basic
0
18
754
7
2022-07-03 15:21:39.229482
null
No
Monthly
Condo
581
48,083
30
Female
43,450
Married
1
Master's
null
8.959164
Rural
Comprehensive
null
14
766
3
2024-03-15 15:21:39.147735
Average
Yes
Weekly
Apartment
605
48,084
44
Female
24,627
Married
0
Bachelor's
Self-Employed
48.773946
Suburban
Basic
null
16
735
7
2022-06-15 15:21:39.171102
Average
No
Rarely
Apartment
2,112
48,085
50
Male
8,876
Divorced
1
Master's
Self-Employed
18.918143
Rural
Premium
0
1
367
6
2023-11-21 15:21:39.209847
Average
Yes
Monthly
House
675
48,086
64
Female
1,011
Single
1
Bachelor's
null
22.527996
Rural
Basic
1
5
617
2
2020-02-21 15:21:39.265513
Poor
Yes
Weekly
House
2,347
48,087
19
Male
33,467
Married
2
PhD
Employed
28.719316
Urban
Premium
1
17
800
6
2021-04-07 15:21:39.278402
Good
Yes
Weekly
Condo
338
48,088
40
Female
134,066
Single
1
High School
Unemployed
31.716512
Urban
Basic
1
14
371
3
2024-03-03 15:21:39.237118
Average
Yes
Rarely
House
2,534
48,089
33
Male
25,166
Married
1
PhD
Self-Employed
27.592288
Urban
Comprehensive
null
0
null
5
2020-11-19 15:21:39.125660
Good
No
Monthly
Apartment
805
48,090
20
Female
3,849
Divorced
null
Master's
Employed
42.682768
Rural
Comprehensive
1
14
728
5
2023-05-29 15:21:39.134960
Poor
Yes
Daily
Condo
3,258
48,091
50
Female
93,135
Married
1
High School
Self-Employed
12.451807
Suburban
Comprehensive
1
18
431
1
2023-05-23 15:21:39.208842
Poor
No
Monthly
Apartment
749
48,092
18
Male
7,092
Divorced
4
PhD
Self-Employed
7.869129
Suburban
Premium
1
19
null
7
2021-10-29 15:21:39.091080
Good
No
Rarely
Condo
763
48,093
57
Female
59,834
Single
1
Master's
Employed
46.814883
Suburban
Comprehensive
1
2
588
4
2021-10-30 15:21:39.155231
Poor
Yes
Weekly
Apartment
145
48,094
34
Male
10,308
Divorced
0
High School
null
10.484308
Rural
Basic
1
3
349
2
2023-03-10 15:21:39.166062
Average
No
Daily
Apartment
1,373
48,095
24
Female
8,702
Divorced
1
PhD
Employed
7.924252
Urban
Basic
1
13
572
6
2023-10-04 15:21:39.231531
Poor
No
Rarely
Apartment
744
48,096
62
Male
92,535
Single
4
Bachelor's
Unemployed
52.018539
Rural
Premium
6
14
797
3
2023-02-24 15:21:39.176717
Good
No
Rarely
Apartment
1,259
48,097
28
Male
17,307
Single
4
Master's
Unemployed
41.088539
Rural
Basic
3
14
605
8
2022-08-04 15:21:39.124659
Average
Yes
Monthly
House
374
48,098
31
Male
53,549
Single
2
Bachelor's
null
51.944772
Suburban
Basic
0
16
464
2
2020-07-19 15:21:39.155231
Poor
No
Weekly
Condo
1,369
48,099
59
Male
18,116
Single
null
Master's
Unemployed
26.359723
Suburban
Premium
0
6
801
7
2022-11-22 15:21:39.121169
Poor
No
Monthly
Condo
517