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
1,164,000
27
Female
38,665
Married
4
High School
null
15.319578
Suburban
Comprehensive
4
19
719
4
2021-08-01 15:21:39.151732
Good
No
Weekly
Apartment
1,864
1,164,001
50
Male
7,097
Single
4
PhD
null
35.124901
Rural
Basic
null
16
567
5
2022-06-24 15:21:39.276901
Average
No
Weekly
Apartment
997
1,164,002
19
Male
40,608
Single
null
Bachelor's
Unemployed
35.273133
Urban
Premium
0
15
547
3
2019-09-19 15:21:39.265513
Good
No
Rarely
House
471
1,164,003
45
Male
6,942
Divorced
2
High School
Employed
15.014364
Rural
Basic
3
4
582
3
2024-01-23 15:21:39.252145
Good
No
Monthly
Condo
843
1,164,004
20
Male
null
Single
4
Bachelor's
Employed
10.883672
Suburban
Premium
1
10
377
8
2022-06-02 15:21:39.175719
Good
Yes
Monthly
Apartment
2,219
1,164,005
45
Female
21,108
Married
2
Master's
Unemployed
12.123863
Rural
Basic
3
12
667
9
2022-11-06 15:21:39.191219
Poor
No
Weekly
Apartment
1,027
1,164,006
43
Male
44,624
Divorced
0
Master's
Unemployed
8.720813
Suburban
Comprehensive
0
9
311
7
2024-07-27 15:21:39.096739
Poor
No
Rarely
Condo
4,032
1,164,007
36
Female
25,850
Married
1
High School
Self-Employed
28.714898
Rural
Premium
null
7
779
9
2020-12-18 15:21:39.245086
Average
Yes
Daily
Condo
834
1,164,008
47
Male
286
Divorced
1
High School
Self-Employed
25.63555
Urban
Comprehensive
1
16
null
6
2023-04-19 15:21:39.208842
Poor
Yes
Daily
House
1,733
1,164,009
51
Male
29,593
Married
null
Bachelor's
Self-Employed
44.444928
Rural
Premium
1
9
727
2
2024-01-05 15:21:39.167099
Poor
Yes
Monthly
Apartment
442
1,164,010
25
Female
83,106
Single
0
PhD
Employed
49.927684
Suburban
Comprehensive
1
14
336
7
2021-06-20 15:21:39.126661
Good
Yes
Rarely
Condo
81
1,164,011
42
Male
35,705
Single
null
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
18
null
7
2019-10-03 15:21:39.121169
Poor
No
Weekly
Condo
37
1,164,012
40
Female
13,963
Married
0
High School
Employed
15.174936
Suburban
Premium
1
6
476
8
2024-01-19 15:21:39.245086
Good
Yes
Monthly
Apartment
952
1,164,013
31
Male
5,759
Married
3
High School
Employed
6.819138
Suburban
Comprehensive
0
13
582
1
2020-07-29 15:21:39.190215
Poor
No
Weekly
Apartment
496
1,164,014
24
Female
20,885
Divorced
2
PhD
Employed
36.147568
Suburban
Comprehensive
1
15
820
4
2021-06-08 15:21:39.255696
Average
No
Weekly
House
893
1,164,015
50
Female
3,160
Single
null
Master's
null
24.767841
Rural
Basic
4
0
536
5
2020-06-04 15:21:39.096739
Average
No
Daily
Apartment
516
1,164,016
27
Female
8,891
Divorced
2
High School
Unemployed
24.858135
Urban
Premium
null
12
722
2
2023-06-30 15:21:39.084065
null
Yes
Weekly
House
916
1,164,017
64
Female
49,739
Married
0
PhD
Employed
12.005574
Urban
Premium
null
5
454
2
2020-08-23 15:21:39.145732
Poor
No
Rarely
Condo
110
1,164,018
58
Male
33,455
Single
null
High School
Unemployed
15.924206
Rural
Comprehensive
null
19
666
7
2022-02-09 15:21:39.134960
null
Yes
Rarely
House
1,174
1,164,019
23
Female
26,396
Married
2
Bachelor's
Self-Employed
13.382539
Urban
Premium
0
9
326
8
2024-03-05 15:21:39.280784
Average
Yes
Rarely
Apartment
2,885
1,164,020
21
Female
8,053
Divorced
2
PhD
Unemployed
31.898606
Suburban
Basic
1
3
735
1
2021-04-28 15:21:39.174719
Average
Yes
Rarely
Apartment
533
1,164,021
28
Female
32,789
Divorced
0
PhD
null
14.721504
Urban
Premium
null
14
391
7
2022-10-09 15:21:39.086123
Good
Yes
Daily
Apartment
923
1,164,022
55
Male
2,385
Married
1
High School
Employed
19.172775
Suburban
Basic
null
17
454
3
2022-08-22 15:21:39.144722
Good
No
Rarely
Condo
542
1,164,023
60
Male
55,756
Divorced
3
High School
Self-Employed
15.965191
Urban
Premium
0
7
467
8
2021-01-09 15:21:39.197445
Poor
Yes
Daily
House
4,554
1,164,024
24
Female
52,888
Married
2
High School
Unemployed
27.256569
Suburban
Basic
null
10
398
3
2020-01-14 15:21:39.276901
Average
Yes
Monthly
Apartment
1,186
1,164,025
39
Female
628
Married
3
PhD
null
null
Rural
Basic
0
7
584
7
2021-03-26 15:21:39.182597
Good
Yes
Weekly
Apartment
1,236
1,164,026
30
Male
null
Single
2
Bachelor's
null
10.87865
Urban
Comprehensive
0
2
431
2
2021-04-29 15:21:39.149731
Average
No
Daily
Condo
1,825
1,164,027
59
Male
91,703
Married
2
Master's
Self-Employed
29.759028
Suburban
Premium
2
9
846
1
2022-11-01 15:21:39.214388
Poor
Yes
Rarely
Condo
2,084
1,164,028
28
Female
null
Divorced
0
PhD
Self-Employed
16.309512
Rural
Basic
0
1
449
8
2019-11-16 15:21:39.289099
Poor
Yes
Daily
House
586
1,164,029
25
Male
36,193
Divorced
null
Master's
Employed
6.165915
Suburban
Premium
null
3
647
2
2020-09-06 15:21:39.261856
Average
Yes
Rarely
House
713
1,164,030
44
Male
44,228
Divorced
3
PhD
Employed
11.794194
Suburban
Comprehensive
1
3
null
6
2020-03-29 15:21:39.288099
null
Yes
Rarely
Apartment
189
1,164,031
60
Female
19,212
Single
4
Bachelor's
Self-Employed
35.030735
Urban
Premium
null
2
616
1
2021-10-16 15:21:39.244069
Poor
No
Rarely
House
956
1,164,032
55
Female
2,399
Married
2
PhD
Self-Employed
null
Urban
Premium
1
2
506
1
2021-09-02 15:21:39.155231
Average
No
Monthly
Apartment
1,236
1,164,033
40
Male
8,096
Single
2
Master's
Self-Employed
23.726257
Urban
Comprehensive
null
9
558
9
2021-03-01 15:21:39.134960
Average
No
Rarely
House
726
1,164,034
45
Male
1,140
Married
4
Bachelor's
null
30.289624
Urban
Comprehensive
1
4
828
4
2024-05-31 15:21:39.205850
Average
No
Rarely
Condo
2,136
1,164,035
31
Male
40,456
Divorced
2
PhD
null
43.07582
Suburban
Basic
null
1
514
3
2024-05-16 15:21:39.144722
Good
No
Daily
House
1,219
1,164,036
44
Female
51,801
Single
null
High School
Employed
30.699711
Rural
Basic
2
5
472
5
2019-09-23 15:21:39.134960
Average
No
Weekly
House
648
1,164,037
53
Male
43,414
Divorced
1
Bachelor's
null
36.095715
Rural
Premium
2
18
578
1
2021-10-20 15:21:39.097737
Good
Yes
Weekly
Apartment
2,623
1,164,038
31
Female
8,844
Single
2
High School
null
39.611604
Suburban
Premium
null
8
391
9
2020-06-12 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,390
1,164,039
48
Female
9,084
Single
4
PhD
Self-Employed
37.254959
Rural
Premium
null
7
634
8
2021-03-19 15:21:39.173834
Average
No
Rarely
House
3,180
1,164,040
40
Male
47,854
Married
null
PhD
Self-Employed
null
Rural
Basic
1
14
null
3
2024-06-15 15:21:39.108562
Poor
Yes
Monthly
Apartment
4,060
1,164,041
44
Female
53,096
Divorced
null
Bachelor's
Self-Employed
20.818794
Urban
Basic
null
17
530
6
2020-03-20 15:21:39.263607
Average
No
Rarely
House
273
1,164,042
42
Male
32,011
Married
3
PhD
Self-Employed
24.3144
Suburban
Comprehensive
1
2
517
4
2022-12-24 15:21:39.271453
Poor
No
Weekly
House
1,123
1,164,043
27
Male
15,641
Divorced
2
High School
Self-Employed
null
Suburban
Premium
1
16
577
3
2022-11-28 15:21:39.289099
Poor
No
Daily
Apartment
482
1,164,044
54
Male
18,259
Divorced
2
Bachelor's
null
24.990841
Rural
Comprehensive
1
3
647
6
2022-07-17 15:21:39.219432
Average
No
Daily
Condo
1,581
1,164,045
32
Male
8,811
Divorced
4
Master's
Employed
16.892014
Suburban
Basic
null
12
809
4
2019-12-11 15:21:39.249100
Average
Yes
Monthly
House
918
1,164,046
55
Female
1,614
Married
0
PhD
null
6.802253
Suburban
Comprehensive
3
1
639
8
2022-08-22 15:21:39.209847
Good
No
Daily
Apartment
116
1,164,047
53
Male
83,141
Divorced
3
Master's
Employed
7.394971
Suburban
Basic
0
19
422
7
2024-03-21 15:21:39.236064
Poor
No
Rarely
Apartment
53
1,164,048
52
Female
909
Single
0
High School
Employed
13.442591
Urban
Basic
0
18
688
8
2020-01-17 15:21:39.155231
Poor
No
Daily
Condo
315
1,164,049
46
Female
18,705
Divorced
4
PhD
Unemployed
31.97428
Suburban
Premium
null
15
762
6
2022-09-10 15:21:39.155231
Poor
Yes
Monthly
House
1,264
1,164,050
31
Male
19,937
Married
4
Bachelor's
Unemployed
50.707971
Rural
Basic
1
5
779
7
2021-11-29 15:21:39.171102
Average
No
Daily
Apartment
1,847
1,164,051
18
Male
16,072
Married
1
High School
Unemployed
27.744875
Suburban
Premium
1
19
null
5
2022-07-21 15:21:39.283783
Average
No
Rarely
House
712
1,164,052
55
Male
66,937
Married
null
Bachelor's
Employed
null
Rural
Comprehensive
1
17
557
6
2022-08-14 15:21:39.249100
null
Yes
Daily
House
872
1,164,053
60
Female
91,053
Married
3
High School
Self-Employed
44.156482
Urban
Premium
1
6
840
4
2020-11-25 15:21:39.237118
Good
Yes
Daily
Condo
390
1,164,054
28
Male
55,848
Single
1
Master's
Self-Employed
35.744856
Suburban
Basic
1
7
541
7
2022-06-08 15:21:39.155231
Average
Yes
Daily
Apartment
364
1,164,055
53
Female
46,274
null
0
Master's
Unemployed
33.918596
Urban
Premium
null
18
728
2
2020-09-25 15:21:39.175719
Poor
No
Weekly
Apartment
34
1,164,056
58
Female
36,231
Married
4
High School
null
35.397564
Urban
Comprehensive
2
7
834
4
2023-03-22 15:21:39.134960
Average
Yes
Weekly
Apartment
1,652
1,164,057
32
Male
1,563
Married
0
PhD
null
38.737392
Rural
Comprehensive
2
2
null
8
2022-06-16 15:21:39.096739
Poor
No
Daily
Condo
1,521
1,164,058
20
Female
23,584
Divorced
4
Bachelor's
Self-Employed
6.71656
Rural
Premium
null
16
361
4
2020-09-05 15:21:39.248098
Poor
Yes
Weekly
Apartment
607
1,164,059
41
Male
44,213
Single
2
Master's
Self-Employed
null
Urban
Comprehensive
2
14
null
2
2020-12-19 15:21:39.148733
Average
Yes
Rarely
Condo
1,044
1,164,060
45
Female
782
Married
2
Bachelor's
Employed
16.056651
Rural
Basic
2
17
309
8
2021-11-07 15:21:39.131192
Poor
No
Rarely
Apartment
1,112
1,164,061
53
Male
71,031
Single
1
High School
null
8.848344
Suburban
Comprehensive
0
12
378
1
2022-09-21 15:21:39.220389
Average
No
Rarely
Condo
539
1,164,062
23
Male
7,858
Single
2
Bachelor's
Unemployed
8.012706
Rural
Premium
null
11
536
6
2024-07-11 15:21:39.113566
Good
No
Daily
House
2,399
1,164,063
30
Female
6,051
Divorced
1
High School
null
18.914556
Rural
Basic
1
19
733
4
2024-05-17 15:21:39.245086
Good
No
Daily
Apartment
2,126
1,164,064
60
Male
30,984
Single
2
PhD
Self-Employed
15.912647
Urban
Comprehensive
0
8
646
1
2021-07-25 15:21:39.288099
Average
No
Daily
Condo
48
1,164,065
34
Female
596
Divorced
1
High School
null
null
Rural
Basic
null
15
637
3
2019-10-16 15:21:39.194829
Average
No
Rarely
Apartment
740
1,164,066
64
Female
61,607
Single
1
High School
Self-Employed
27.276799
Suburban
Comprehensive
2
16
null
4
2021-04-26 15:21:39.177724
Good
No
Rarely
House
36
1,164,067
42
Female
46,890
Single
2
High School
Employed
19.945995
Urban
Comprehensive
null
15
533
6
2020-07-28 15:21:39.235012
Poor
No
Rarely
Apartment
73
1,164,068
42
Male
null
Married
0
Master's
null
19.711885
Urban
Basic
2
10
398
9
2021-12-11 15:21:39.094752
Average
Yes
Weekly
Apartment
2,113
1,164,069
63
Female
2,698
Single
null
High School
Unemployed
39.579845
Urban
Comprehensive
1
17
494
8
2020-08-13 15:21:39.190215
Good
No
Weekly
Condo
1,225
1,164,070
22
Female
18,227
Single
1
PhD
null
48.673003
Suburban
Comprehensive
0
16
632
9
2020-10-23 15:21:39.237118
Poor
No
Rarely
Apartment
925
1,164,071
43
Female
40,456
Divorced
0
PhD
null
31.919175
Rural
Comprehensive
0
5
705
3
2021-03-04 15:21:39.134960
Average
Yes
Daily
Apartment
1,553
1,164,072
62
Male
781
Divorced
4
Bachelor's
Self-Employed
4.01873
Suburban
Premium
null
18
460
5
2022-11-18 15:21:39.263607
Good
No
Weekly
Condo
474
1,164,073
23
Male
43,834
Divorced
1
Bachelor's
null
12.926605
Rural
Comprehensive
null
9
629
9
2024-03-19 15:21:39.125660
Good
No
Daily
House
713
1,164,074
59
Male
53,697
Married
3
Bachelor's
Unemployed
27.912489
Suburban
Comprehensive
null
18
705
2
2022-04-28 15:21:39.149731
Average
Yes
Rarely
Apartment
110
1,164,075
37
Female
141,642
Divorced
4
PhD
Employed
38.145823
Suburban
Comprehensive
0
11
607
9
2019-10-30 15:21:39.131192
Average
Yes
Weekly
Apartment
2,237
1,164,076
51
Female
13,621
Single
1
PhD
Self-Employed
37.847112
Urban
Comprehensive
3
15
519
5
2022-11-09 15:21:39.106582
Average
No
Weekly
Condo
1,094
1,164,077
35
Male
37,387
Single
1
Master's
Unemployed
21.817154
Rural
Basic
null
0
819
4
2021-06-23 15:21:39.206847
Good
No
Weekly
House
1,327
1,164,078
57
Male
15,139
Single
1
Master's
Unemployed
31.055517
Suburban
Premium
null
14
678
9
2021-09-03 15:21:39.286113
Average
Yes
Monthly
House
2,526
1,164,079
24
Male
45,907
Divorced
2
High School
null
10.926372
Rural
Basic
1
12
621
5
2023-09-04 15:21:39.134960
Good
No
Monthly
Condo
708
1,164,080
46
Female
85,925
Divorced
0
High School
null
37.814296
Urban
Basic
2
7
796
1
2022-02-14 15:21:39.177724
null
No
Daily
Condo
821
1,164,081
26
Female
3,135
Married
2
High School
Self-Employed
7.886865
Suburban
Basic
1
16
309
1
2024-01-01 15:21:39.134960
Good
Yes
Monthly
Apartment
1,236
1,164,082
55
Female
638
Single
null
High School
Unemployed
35.751375
Rural
Basic
2
8
null
2
2024-02-01 15:21:39.223901
Average
Yes
Daily
House
38
1,164,083
38
Female
82,853
Married
2
High School
null
46.835995
Rural
Comprehensive
1
4
828
8
2020-05-29 15:21:39.098696
Average
No
Rarely
Condo
152
1,164,084
45
Female
91,873
Divorced
2
Master's
null
20.557546
Urban
Premium
0
10
322
6
2021-02-03 15:21:39.150730
Good
Yes
Weekly
Apartment
837
1,164,085
52
Female
6,928
Single
2
High School
Unemployed
30.514836
Suburban
Basic
1
11
834
9
2021-02-01 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,520
1,164,086
62
Male
37,678
Single
1
PhD
Employed
22.357728
Rural
Basic
3
4
566
7
2023-02-25 15:21:39.155231
Poor
Yes
Daily
Apartment
459
1,164,087
44
Female
34,369
Divorced
1
High School
Employed
52.1366
Suburban
Comprehensive
0
2
451
6
2020-11-13 15:21:39.132191
Average
No
Weekly
Apartment
681
1,164,088
46
Male
51,178
Married
4
High School
Self-Employed
32.54984
Urban
Premium
3
13
718
4
2021-08-11 15:21:39.171102
Average
No
Daily
Condo
138
1,164,089
50
Female
43,769
Single
3
Bachelor's
Self-Employed
32.342975
Urban
Comprehensive
1
4
749
5
2021-12-08 15:21:39.134960
Average
No
Monthly
Condo
515
1,164,090
19
Male
2,492
Divorced
1
PhD
Self-Employed
26.09663
Urban
Premium
2
8
805
2
2020-06-24 15:21:39.121169
Average
Yes
Rarely
Condo
690
1,164,091
36
Female
34,762
Single
3
Bachelor's
Self-Employed
30.753571
Urban
Premium
0
5
713
4
2021-05-22 15:21:39.134960
Good
No
Weekly
Condo
140
1,164,092
52
Female
27,782
Single
null
PhD
Unemployed
7.394779
Rural
Basic
1
6
842
1
2022-05-29 15:21:39.081504
Good
Yes
Daily
Apartment
638
1,164,093
31
Male
5,963
Single
1
PhD
Unemployed
20.977704
Suburban
Basic
null
17
542
9
2023-03-29 15:21:39.192212
Poor
Yes
Monthly
Apartment
813
1,164,094
29
Male
109,331
Married
0
PhD
Employed
31.684682
Rural
Premium
0
8
657
7
2021-05-21 15:21:39.143708
null
No
Rarely
Apartment
74
1,164,095
26
Female
26,953
Divorced
1
PhD
null
21.814891
Suburban
Comprehensive
null
11
799
2
2023-04-28 15:21:39.172097
Average
No
Weekly
Apartment
1,350
1,164,096
29
Male
544
Single
0
Master's
null
47.914855
Rural
Premium
2
11
459
1
2020-10-06 15:21:39.100695
Average
No
Daily
House
642
1,164,097
47
Female
17,227
Single
3
Bachelor's
Employed
24.824366
Urban
Basic
2
7
706
7
2020-06-08 15:21:39.222387
Average
No
Weekly
Apartment
595
1,164,098
50
Male
24,293
Single
null
High School
Employed
23.291598
Suburban
Comprehensive
2
9
709
9
2024-02-17 15:21:39.097737
Good
No
Monthly
House
3,160
1,164,099
62
Female
30,562
Single
3
Master's
Self-Employed
48.87976
Urban
Premium
2
11
497
7
2020-04-29 15:21:39.155231
Poor
No
Rarely
House
49