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
12,700
23
Male
9,094
Married
2
Master's
Unemployed
35.532155
Urban
Basic
0
1
798
7
2024-03-01 15:21:39.172097
Average
No
Monthly
House
1,223
12,701
59
Female
7,897
Married
null
High School
Self-Employed
18.817606
Urban
Premium
null
11
765
4
2020-03-17 15:21:39.094752
Good
No
Rarely
House
557
12,702
58
Female
1,059
Divorced
4
Master's
Employed
null
Rural
Basic
0
12
674
6
2023-09-25 15:21:39.281787
Average
Yes
Daily
Condo
913
12,703
20
Female
34,198
Divorced
3
High School
Self-Employed
11.569221
Urban
Comprehensive
4
5
748
8
2020-03-03 15:21:39.134960
Average
No
Monthly
Condo
2,392
12,704
53
Male
80,700
Married
0
Bachelor's
Unemployed
18.024639
Urban
Basic
2
4
329
4
2022-03-09 15:21:39.288099
Poor
No
Monthly
Condo
4,701
12,705
24
Female
28,610
Married
0
High School
Employed
16.839456
Suburban
Basic
null
7
null
2
2024-04-22 15:21:39.121169
Poor
No
Rarely
House
1,072
12,706
41
Male
45,957
Single
0
Bachelor's
Unemployed
31.86876
Suburban
Basic
null
15
548
2
2023-08-11 15:21:39.143708
Average
No
Monthly
Apartment
467
12,707
62
Male
1,881
Divorced
1
Master's
Unemployed
5.867643
Rural
Comprehensive
0
16
391
2
2021-07-06 15:21:39.268507
Good
No
Daily
House
4,181
12,708
29
Male
18,340
Single
4
Bachelor's
Self-Employed
39.819228
Rural
Premium
null
4
379
5
2024-02-01 15:21:39.204790
Poor
Yes
Monthly
House
1,504
12,709
55
Female
10,089
Single
4
Master's
Employed
26.272915
Suburban
Comprehensive
1
13
null
9
2020-09-29 15:21:39.155231
Poor
Yes
Daily
Apartment
1,071
12,710
57
Female
80,166
Single
3
Master's
Unemployed
22.8443
Rural
Basic
2
6
492
3
2021-03-16 15:21:39.194829
null
Yes
Monthly
Condo
1,044
12,711
41
Female
60,945
Married
4
PhD
Employed
null
Rural
Comprehensive
2
2
759
8
2021-03-16 15:21:39.134960
Good
Yes
Weekly
Apartment
2,107
12,712
51
Male
101,351
Single
4
Bachelor's
null
10.788699
Rural
Premium
2
19
649
6
2020-10-31 15:21:39.194829
Poor
No
Rarely
House
2,164
12,713
44
Male
15,983
Single
3
PhD
null
18.232128
Rural
Comprehensive
0
6
null
4
2023-09-22 15:21:39.133866
Poor
Yes
Rarely
House
1,685
12,714
53
Female
116,783
Single
4
PhD
Employed
47.957445
Suburban
Premium
0
13
439
4
2022-12-16 15:21:39.222387
null
Yes
Rarely
Apartment
2,049
12,715
58
Female
1,209
Single
1
High School
Unemployed
42.5985
Urban
Premium
null
7
331
8
2024-02-13 15:21:39.228521
Poor
No
Monthly
Apartment
1,745
12,716
34
Female
30,961
Married
1
High School
Self-Employed
12.079262
Urban
Basic
null
3
null
5
2020-04-01 15:21:39.091080
Good
Yes
Monthly
Apartment
1,761
12,717
47
Female
3,326
Single
0
Master's
null
41.486327
Rural
Comprehensive
0
7
508
7
2022-03-09 15:21:39.113566
Good
No
Rarely
Apartment
602
12,718
37
Male
98,632
Married
1
Master's
Unemployed
37.163593
Suburban
Basic
1
0
364
1
2022-03-17 15:21:39.094752
Average
No
Weekly
House
1,221
12,719
62
Female
33,380
Single
2
Master's
null
14.448976
Urban
Basic
null
5
827
2
2023-10-21 15:21:39.230483
Good
Yes
Weekly
House
1,908
12,720
44
Male
16,051
Single
null
PhD
Employed
38.121637
Urban
Premium
null
15
756
2
2022-08-01 15:21:39.237118
Average
No
Rarely
House
1,032
12,721
60
Male
94,713
Single
0
High School
Self-Employed
29.812808
Rural
Comprehensive
1
6
818
6
2020-04-09 15:21:39.147735
Poor
Yes
Monthly
Apartment
101
12,722
42
Female
27,127
Single
2
PhD
Unemployed
44.372993
Suburban
Comprehensive
1
9
670
5
2021-06-01 15:21:39.132191
Average
No
Rarely
Apartment
784
12,723
27
Male
4,935
null
2
Master's
null
47.895209
Rural
Comprehensive
null
17
749
6
2022-12-25 15:21:39.189223
Poor
No
Daily
Apartment
981
12,724
61
Male
null
Married
null
High School
null
17.433929
Suburban
Comprehensive
null
16
381
6
2023-06-04 15:21:39.186212
Poor
No
Daily
Condo
584
12,725
36
Female
1,141
Married
1
Master's
Self-Employed
21.807206
Urban
Premium
0
12
719
4
2022-08-25 15:21:39.237118
Average
Yes
Weekly
House
30
12,726
46
Female
103,727
Divorced
null
Master's
Employed
31.457881
Rural
Basic
4
12
629
5
2020-10-22 15:21:39.218388
Good
Yes
Daily
Condo
1,881
12,727
62
Female
62,300
Divorced
0
PhD
Unemployed
31.092551
Rural
Premium
0
11
762
1
2021-12-19 15:21:39.221386
Poor
No
Weekly
House
111
12,728
38
Female
17,094
Married
4
High School
null
22.581619
Urban
Premium
0
16
686
5
2020-07-14 15:21:39.224915
Average
Yes
Weekly
Apartment
1,625
12,729
34
Female
6,943
Married
3
Master's
null
21.636881
Suburban
Comprehensive
null
19
745
2
2020-05-30 15:21:39.245086
null
Yes
Rarely
House
855
12,730
23
Female
6,054
null
0
PhD
Self-Employed
44.662501
Urban
Premium
null
0
599
4
2024-06-27 15:21:39.105504
Good
No
Daily
House
110
12,731
52
Female
2,824
Married
2
PhD
Employed
10.89726
Urban
Basic
1
14
479
1
2021-03-23 15:21:39.093681
Average
Yes
Weekly
Apartment
1,540
12,732
null
Female
6,945
Married
0
Bachelor's
Unemployed
25.442579
Suburban
Comprehensive
null
15
813
1
2021-09-03 15:21:39.209847
Average
Yes
Monthly
House
1,251
12,733
51
Male
54,715
Single
0
High School
Employed
16.588939
Rural
Basic
null
16
376
6
2021-10-30 15:21:39.237118
Average
No
Rarely
House
1,094
12,734
57
Female
9,086
Single
1
Bachelor's
Self-Employed
null
Suburban
Basic
3
8
538
9
2023-10-17 15:21:39.245086
Good
Yes
Weekly
House
639
12,735
63
Male
59,764
Married
1
PhD
Unemployed
28.455957
Suburban
Premium
0
15
380
3
2024-05-22 15:21:39.146733
Average
No
Rarely
Apartment
188
12,736
33
Female
28,984
Married
null
PhD
null
21.637684
Rural
Premium
1
3
533
9
2022-01-29 15:21:39.185215
Average
No
Weekly
House
111
12,737
41
Female
82,967
Single
2
Master's
null
51.955344
Urban
Premium
0
7
607
5
2023-02-10 15:21:39.134960
Good
Yes
Monthly
Apartment
574
12,738
35
Male
5,529
Divorced
2
PhD
null
32.624356
Rural
Basic
null
10
589
7
2022-03-22 15:21:39.106582
Good
No
Daily
House
449
12,739
39
Male
2,829
Divorced
4
High School
Employed
10.938304
Rural
Premium
1
14
802
3
2023-08-26 15:21:39.186212
Good
Yes
Weekly
House
27
12,740
63
Male
47,290
Divorced
2
High School
Employed
null
Urban
Comprehensive
1
10
473
8
2019-09-06 15:21:39.263607
Poor
No
Rarely
House
635
12,741
24
Male
49
Single
2
Master's
Unemployed
7.942924
Urban
Comprehensive
2
7
692
3
2023-09-30 15:21:39.237118
null
No
Daily
House
1,161
12,742
46
Male
5,734
Married
2
High School
Unemployed
38.887953
Rural
Basic
null
9
null
2
2021-06-14 15:21:39.265513
Poor
Yes
Daily
Apartment
923
12,743
62
Female
5,545
Divorced
3
PhD
null
5.633816
Urban
Basic
null
9
599
4
2023-08-06 15:21:39.172097
Good
Yes
Daily
Apartment
1,289
12,744
34
Female
40,378
Single
4
High School
Self-Employed
34.603385
Suburban
Basic
2
16
496
5
2021-09-26 15:21:39.192212
Poor
No
Rarely
Condo
1,072
12,745
25
Female
87,520
Divorced
4
Bachelor's
Unemployed
49.927684
Urban
Comprehensive
1
3
748
9
2023-10-16 15:21:39.155231
Average
No
Daily
Condo
49
12,746
18
Male
97,825
Married
3
PhD
Employed
48.848298
Suburban
Basic
1
5
363
6
2023-04-02 15:21:39.289099
Good
No
Rarely
House
212
12,747
46
Female
67,931
Divorced
1
Bachelor's
null
45.413428
Suburban
Comprehensive
null
0
456
1
2023-04-28 15:21:39.263607
Average
Yes
Monthly
Apartment
1,120
12,748
27
Female
13,192
Single
0
Bachelor's
Unemployed
17.540928
Suburban
Basic
1
10
null
9
2021-03-29 15:21:39.261856
Good
No
Weekly
Apartment
392
12,749
27
Female
23,443
Divorced
0
High School
Unemployed
19.924896
Suburban
Comprehensive
2
1
842
1
2022-06-29 15:21:39.084065
null
No
Weekly
Apartment
549
12,750
55
Female
28,276
Married
3
Bachelor's
Employed
15.827691
Rural
Premium
1
18
658
9
2023-11-20 15:21:39.166062
Average
Yes
Monthly
Apartment
476
12,751
59
Female
null
Divorced
1
High School
Employed
26.640084
Suburban
Basic
1
5
766
6
2023-03-29 15:21:39.155231
Poor
Yes
Daily
Condo
412
12,752
39
Male
11,769
Divorced
1
Bachelor's
null
32.858484
Rural
Basic
1
4
713
3
2022-12-20 15:21:39.268507
Good
Yes
Rarely
House
831
12,753
58
Female
null
Single
4
High School
null
null
Urban
Premium
1
1
449
2
2020-03-10 15:21:39.155231
Average
Yes
Weekly
House
1,557
12,754
61
Female
4,538
Divorced
2
PhD
Employed
10.167855
Suburban
Premium
null
4
411
7
2024-07-04 15:21:39.134960
Poor
No
Daily
House
2,392
12,755
51
Female
5,296
Single
3
Bachelor's
Self-Employed
22.738154
Urban
Comprehensive
null
11
332
2
2022-01-07 15:21:39.155231
Good
Yes
Daily
Apartment
1,973
12,756
39
Female
null
Married
4
High School
Self-Employed
44.927124
Suburban
Premium
0
5
337
9
2021-08-06 15:21:39.264504
Average
Yes
Weekly
Apartment
23
12,757
58
Male
39,094
Divorced
1
Bachelor's
Unemployed
12.960913
Suburban
Premium
0
9
447
4
2023-03-15 15:21:39.256696
Average
Yes
Daily
House
1,245
12,758
35
Male
81,783
Single
null
PhD
null
33.543266
Suburban
Premium
0
12
420
7
2022-10-06 15:21:39.193945
Good
No
Daily
Apartment
1,595
12,759
22
Male
2,844
Single
1
High School
Self-Employed
17.796798
Rural
Premium
1
4
783
9
2022-01-07 15:21:39.173834
Poor
No
Daily
Apartment
22
12,760
61
Male
29,066
Divorced
2
Master's
Employed
40.688922
Suburban
Comprehensive
3
14
698
1
2021-07-12 15:21:39.278180
Poor
Yes
Daily
Condo
2,278
12,761
54
Male
4,370
Single
3
PhD
null
51.539669
Suburban
Premium
1
11
718
1
2022-02-25 15:21:39.222387
Good
No
Weekly
Condo
811
12,762
48
Female
4,925
Married
1
Bachelor's
Self-Employed
29.624296
Suburban
Comprehensive
1
9
706
2
2024-02-12 15:21:39.280784
Good
Yes
Daily
Apartment
28
12,763
18
Female
102,525
Single
3
Master's
Employed
6.983624
Suburban
Premium
0
7
316
2
2024-06-08 15:21:39.193945
Poor
No
Daily
Condo
563
12,764
59
Female
136,529
Divorced
2
Bachelor's
null
18.262416
Rural
Comprehensive
3
9
405
6
2021-03-01 15:21:39.228521
Good
No
Monthly
House
4,511
12,765
21
Female
135,822
Single
3
PhD
null
41.616799
Suburban
Premium
3
4
696
6
2020-12-20 15:21:39.182597
null
No
Daily
Apartment
24
12,766
37
Female
17,774
Married
3
PhD
Employed
10.52739
Urban
Premium
0
15
null
2
2022-12-20 15:21:39.272456
Poor
Yes
Rarely
House
526
12,767
21
Female
44,161
Married
1
High School
null
41.151307
Urban
Comprehensive
null
0
602
3
2020-03-25 15:21:39.200452
Average
No
Monthly
Apartment
24
12,768
32
Female
41,764
Married
4
High School
null
27.724935
Suburban
Comprehensive
null
15
749
2
2022-04-03 15:21:39.229482
Poor
Yes
Rarely
House
442
12,769
60
Female
35,244
Single
4
PhD
null
33.602999
Suburban
Comprehensive
3
15
495
6
2022-05-02 15:21:39.208842
Poor
No
Monthly
Condo
2,526
12,770
57
Male
52,982
Single
3
PhD
Self-Employed
32.079267
Suburban
Comprehensive
0
15
313
3
2022-08-05 15:21:39.124659
Poor
No
Daily
House
715
12,771
null
Male
29,368
Married
2
Bachelor's
Unemployed
22.771119
Suburban
Basic
2
1
663
7
2022-12-03 15:21:39.268507
Average
Yes
Daily
Condo
1,422
12,772
21
Male
705
Divorced
2
Bachelor's
Unemployed
22.077097
Rural
Basic
null
8
305
8
2022-12-15 15:21:39.134960
Good
No
Weekly
House
1,144
12,773
51
Male
81,207
Single
3
High School
Self-Employed
16.553164
Rural
Comprehensive
0
7
360
9
2021-10-16 15:21:39.237118
Average
No
Weekly
Condo
324
12,774
40
Male
null
Married
2
PhD
Unemployed
35.929174
Urban
Comprehensive
1
0
665
4
2021-01-30 15:21:39.174719
Poor
Yes
Weekly
Apartment
94
12,775
18
Female
62,858
Divorced
0
High School
null
39.726019
Rural
Comprehensive
2
16
758
3
2024-05-30 15:21:39.271453
Average
Yes
Rarely
Apartment
28
12,776
25
Male
6,856
Divorced
4
Bachelor's
Self-Employed
11.835654
Rural
Comprehensive
0
8
534
8
2023-01-08 15:21:39.134960
Poor
No
Weekly
Condo
1,258
12,777
57
Female
null
Single
4
PhD
Employed
null
Suburban
Basic
1
9
346
6
2020-04-27 15:21:39.267454
Poor
No
Weekly
House
939
12,778
46
Male
5,778
Divorced
3
PhD
null
24.7115
Rural
Comprehensive
null
8
430
3
2019-10-31 15:21:39.134960
Good
No
Monthly
House
1,089
12,779
18
Male
60,572
Married
0
High School
Employed
24.928013
Suburban
Basic
0
7
727
4
2022-01-22 15:21:39.128286
Good
Yes
Weekly
House
158
12,780
63
Male
35,345
null
2
Bachelor's
Employed
31.955158
Rural
Premium
1
1
473
5
2022-04-13 15:21:39.280784
Poor
Yes
Rarely
House
1,857
12,781
61
Female
12,062
Divorced
3
High School
null
34.060813
Suburban
Premium
1
15
363
2
2022-10-08 15:21:39.130190
null
No
Weekly
Condo
844
12,782
58
Male
35,796
Divorced
null
PhD
null
39.988577
Rural
Comprehensive
3
6
578
7
2023-09-19 15:21:39.261856
Good
Yes
Daily
Apartment
792
12,783
47
Male
37,105
Single
3
Bachelor's
Employed
null
Urban
Comprehensive
2
9
557
1
2022-01-08 15:21:39.205850
Good
Yes
Rarely
House
2,822
12,784
59
Male
18,114
Divorced
0
PhD
Unemployed
49.527084
Suburban
Premium
null
14
778
7
2021-02-20 15:21:39.219432
Average
No
Weekly
Condo
1,407
12,785
58
Female
null
Married
0
Bachelor's
null
9.955443
Urban
Comprehensive
0
0
386
9
2020-03-25 15:21:39.176717
Poor
Yes
Rarely
Condo
837
12,786
38
Female
23,429
Married
0
PhD
null
30.927146
Urban
Basic
0
6
757
2
2024-02-23 15:21:39.222387
Average
Yes
Daily
Apartment
728
12,787
63
Male
null
Single
1
Bachelor's
Employed
49.554858
Urban
Comprehensive
1
3
705
9
2022-10-09 15:21:39.092127
Poor
Yes
Rarely
House
270
12,788
28
Female
23,578
Married
2
Bachelor's
null
21.916627
Suburban
Premium
0
16
746
1
2023-05-28 15:21:39.189223
null
No
Monthly
Condo
138
12,789
22
Male
17,253
Divorced
4
Master's
Unemployed
4.363211
Rural
Basic
0
4
511
3
2022-01-25 15:21:39.183598
Good
Yes
Daily
House
1,159
12,790
33
Male
86,498
Single
4
High School
Employed
18.739336
Urban
Premium
2
14
551
5
2022-11-18 15:21:39.281787
Poor
No
Rarely
House
1,878
12,791
63
Female
44,711
Married
3
Bachelor's
null
6.241977
Urban
Basic
0
18
779
2
2021-01-21 15:21:39.269494
Average
Yes
Rarely
Condo
21
12,792
53
Male
null
Married
0
High School
Unemployed
26.083023
Urban
Comprehensive
2
12
361
1
2021-03-07 15:21:39.151732
Poor
No
Monthly
Condo
1,549
12,793
46
Male
null
Married
0
PhD
Unemployed
38.84833
Suburban
Premium
1
10
453
5
2019-08-28 15:21:39.235012
Poor
No
Daily
Condo
1,284
12,794
33
Female
21,718
Single
0
Bachelor's
null
22.309918
Suburban
Premium
0
5
598
2
2021-12-24 15:21:39.244069
Poor
No
Rarely
House
190
12,795
61
Male
107,786
Divorced
1
Master's
Employed
5.790324
Rural
Premium
2
5
499
8
2023-11-07 15:21:39.081504
Poor
Yes
Rarely
Condo
694
12,796
60
Male
44,659
Single
0
Master's
Self-Employed
24.391656
Suburban
Premium
2
19
748
5
2021-06-29 15:21:39.191219
Good
No
Monthly
House
1,223
12,797
54
Male
40,863
Single
1
Master's
Unemployed
10.523213
Suburban
Basic
0
10
604
1
2019-10-13 15:21:39.151732
Good
No
Monthly
Condo
742
12,798
33
Female
4,907
Single
1
Master's
null
20.235533
Rural
Comprehensive
2
8
539
1
2023-05-11 15:21:39.081504
Average
Yes
Daily
Apartment
2,692
12,799
48
Female
27,374
Married
0
High School
Unemployed
23.902507
Suburban
Comprehensive
1
6
695
7
2022-04-17 15:21:39.105504
Poor
No
Daily
Condo
479