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
49,200
45
Female
5,522
Single
3
PhD
null
16.771203
Suburban
Basic
0
19
662
1
2023-09-01 15:21:39.130190
Average
No
Daily
House
401
49,201
61
Male
4,135
Divorced
3
Bachelor's
Employed
20.623876
Urban
Premium
2
18
575
3
2023-06-21 15:21:39.091080
Poor
Yes
Weekly
Apartment
2,925
49,202
54
Female
26,604
Divorced
0
High School
Unemployed
42.855088
Urban
Basic
1
0
636
6
2020-09-10 15:21:39.289099
Average
No
Rarely
Condo
606
49,203
54
Female
16,787
Divorced
null
High School
Unemployed
14.63317
Suburban
Premium
null
8
645
9
2022-11-26 15:21:39.244069
Average
Yes
Daily
Apartment
896
49,204
41
Female
26,504
Single
1
High School
Employed
18.970857
Rural
Basic
null
0
591
6
2021-12-07 15:21:39.092127
Poor
Yes
Monthly
House
1,104
49,205
44
Male
2,312
null
4
PhD
null
37.678924
Rural
Premium
null
8
836
6
2022-03-30 15:21:39.092127
Average
Yes
Monthly
Condo
27
49,206
48
Female
null
Divorced
1
PhD
Self-Employed
null
Rural
Comprehensive
0
2
698
3
2021-04-18 15:21:39.155231
null
Yes
Weekly
House
101
49,207
33
Male
6,073
Married
0
PhD
Unemployed
10.099333
Rural
Basic
1
8
547
7
2024-07-01 15:21:39.192212
Average
Yes
Rarely
Condo
940
49,208
62
Female
39,971
Married
3
Bachelor's
Unemployed
20.824367
Rural
Basic
null
15
728
6
2023-05-28 15:21:39.181605
Poor
No
Monthly
Apartment
867
49,209
36
Male
801
Single
4
Master's
Unemployed
16.241424
Urban
Comprehensive
1
11
804
7
2021-09-14 15:21:39.231531
Poor
No
Weekly
Apartment
129
49,210
61
Female
35,663
Single
null
PhD
Employed
7.922608
Urban
Comprehensive
null
11
609
9
2023-02-21 15:21:39.116179
Average
No
Monthly
Condo
1,542
49,211
19
Female
75,500
Married
4
Bachelor's
Employed
null
Urban
Premium
null
14
623
8
2022-05-13 15:21:39.134960
Poor
Yes
Rarely
Condo
431
49,212
59
Female
19,724
Single
0
Master's
null
6.060664
Rural
Premium
null
1
515
9
2022-02-20 15:21:39.231531
Poor
Yes
Weekly
House
403
49,213
47
Female
6,761
Married
1
Master's
Self-Employed
null
Suburban
Basic
1
17
799
1
2023-09-14 15:21:39.197445
Average
No
Rarely
Condo
1,673
49,214
28
Female
44,393
Divorced
4
High School
Employed
34.051277
Urban
Comprehensive
null
10
null
2
2020-03-24 15:21:39.237118
Poor
Yes
Rarely
House
861
49,215
23
Female
49,877
Married
3
PhD
Unemployed
52.938588
Urban
Basic
2
18
538
2
2022-03-31 15:21:39.096739
Poor
No
Weekly
Condo
1,591
49,216
60
Female
15,910
Married
0
Bachelor's
null
18.955541
Rural
Comprehensive
null
5
305
5
2020-11-13 15:21:39.124659
Average
No
Rarely
Condo
1,086
49,217
21
Female
8,096
Single
4
High School
Employed
12.897968
Suburban
Premium
1
14
642
5
2021-06-28 15:21:39.172097
Poor
Yes
Monthly
House
1,547
49,218
27
Female
9,029
Single
4
PhD
Employed
10.178891
Rural
Basic
0
13
761
8
2024-01-09 15:21:39.107553
Good
No
Daily
Apartment
935
49,219
54
Female
4,501
Single
null
Bachelor's
null
42.492325
Suburban
Basic
0
10
492
8
2021-12-15 15:21:39.221386
Good
No
Rarely
Condo
833
49,220
48
Male
6,023
Single
0
Master's
null
27.91281
Urban
Comprehensive
0
0
489
8
2021-02-26 15:21:39.288099
Poor
No
Monthly
Condo
2,501
49,221
61
Female
30,861
Married
2
Bachelor's
Employed
24.737998
Suburban
Premium
1
14
639
8
2023-06-18 15:21:39.261856
Good
No
Rarely
Condo
874
49,222
51
Female
20,562
Divorced
1
PhD
null
39.387561
Urban
Basic
1
4
536
3
2024-04-29 15:21:39.155231
Average
Yes
Daily
House
1,407
49,223
54
Male
1,712
Single
1
PhD
Self-Employed
null
Suburban
Comprehensive
1
11
null
2
2021-05-15 15:21:39.155231
null
No
Weekly
Apartment
1,031
49,224
61
Female
57,731
Married
3
PhD
null
18.151749
Rural
Comprehensive
0
12
437
2
2021-04-11 15:21:39.175719
Poor
No
Monthly
Condo
1,363
49,225
61
Female
14,961
Divorced
0
PhD
null
19.818143
Suburban
Comprehensive
null
11
694
1
2021-07-17 15:21:39.172097
Good
No
Daily
House
1,032
49,226
27
Female
58,801
Divorced
3
PhD
Self-Employed
29.168568
Urban
Basic
null
5
407
9
2023-08-30 15:21:39.132191
Poor
No
Daily
House
177
49,227
63
Female
17,791
Single
1
PhD
Self-Employed
14.290838
Rural
Basic
2
18
768
9
2021-01-10 15:21:39.198406
Poor
Yes
Daily
House
456
49,228
62
Male
8,487
Married
1
High School
Unemployed
16.162633
Rural
Premium
null
3
674
4
2022-04-21 15:21:39.285112
Poor
No
Rarely
Apartment
789
49,229
43
Female
67,955
Single
0
Master's
null
25.96655
Urban
Premium
null
16
684
8
2021-01-01 15:21:39.280784
Average
No
Monthly
House
243
49,230
50
Male
43,480
Married
1
High School
Employed
12.984244
Suburban
Comprehensive
null
6
849
1
2024-06-05 15:21:39.237118
Good
No
Daily
Apartment
604
49,231
31
Female
82,900
Divorced
3
Master's
Unemployed
21.937019
Urban
Premium
1
6
431
9
2021-03-17 15:21:39.134960
Poor
Yes
Daily
Apartment
1,203
49,232
62
Female
44,998
Single
0
Bachelor's
null
32.015825
Rural
Basic
null
7
685
1
2019-09-01 15:21:39.132191
Average
No
Weekly
House
590
49,233
22
Male
631
Single
3
Bachelor's
null
19.474476
Urban
Premium
0
11
536
8
2022-02-09 15:21:39.205850
Poor
Yes
Monthly
Apartment
2,847
49,234
33
Male
29,190
Divorced
1
PhD
Self-Employed
25.984383
Rural
Premium
1
3
802
4
2020-02-23 15:21:39.271453
Average
Yes
Rarely
Condo
902
49,235
32
Male
28,369
Married
3
High School
Employed
21.859005
Rural
Basic
null
18
709
8
2020-03-21 15:21:39.172097
Poor
No
Daily
Condo
897
49,236
30
Female
126,731
Single
null
Bachelor's
Unemployed
16.161634
Urban
Premium
0
4
456
3
2022-03-08 15:21:39.134960
Good
No
Weekly
Apartment
1,214
49,237
54
Male
6,184
Single
2
PhD
Self-Employed
49.066688
Suburban
Basic
0
9
453
9
2019-09-17 15:21:39.233998
Good
No
Daily
House
953
49,238
64
Female
37,265
Married
2
High School
Unemployed
47.282006
Rural
Comprehensive
2
13
689
7
2022-01-08 15:21:39.100695
Poor
No
Monthly
Condo
2,167
49,239
58
Female
24,805
Single
4
Bachelor's
Self-Employed
23.058239
Rural
Comprehensive
null
3
null
9
2021-06-11 15:21:39.122134
Good
Yes
Rarely
Condo
1,782
49,240
28
Male
4,921
Divorced
2
PhD
Self-Employed
34.865972
Urban
Premium
null
2
null
4
2024-04-03 15:21:39.237118
Poor
Yes
Weekly
Apartment
2,155
49,241
32
Male
16,581
Married
1
Master's
null
11.750147
Suburban
Comprehensive
0
0
663
7
2021-12-12 15:21:39.134960
Average
Yes
Weekly
House
704
49,242
41
Female
59,822
Divorced
2
Master's
null
19.474476
Suburban
Basic
1
18
487
6
2024-07-29 15:21:39.237118
null
Yes
Weekly
Apartment
993
49,243
58
Female
74,555
Single
3
Bachelor's
Unemployed
15.266939
Suburban
Premium
0
14
378
3
2021-11-24 15:21:39.149731
Good
No
Monthly
Condo
1,825
49,244
60
Male
40,540
Single
4
High School
Employed
null
Rural
Premium
1
7
null
9
2024-05-19 15:21:39.148733
Poor
Yes
Daily
Condo
589
49,245
36
Male
12,056
Single
1
High School
null
40.832246
Rural
Basic
0
1
593
3
2021-01-10 15:21:39.167099
Poor
Yes
Daily
House
872
49,246
37
Female
6,904
Married
null
High School
null
25.017765
Rural
Basic
2
8
507
3
2019-09-17 15:21:39.221386
Poor
No
Monthly
Apartment
497
49,247
27
Male
18,958
Married
4
Bachelor's
Self-Employed
8.907887
Suburban
Basic
1
7
704
6
2022-03-01 15:21:39.174719
Average
Yes
Daily
Apartment
1,099
49,248
60
Female
15,274
Married
null
PhD
null
31.068395
Rural
Comprehensive
1
19
533
9
2019-10-05 15:21:39.094752
Average
No
Rarely
Condo
2,070
49,249
18
Male
42,355
Divorced
3
Bachelor's
Unemployed
10.514901
Suburban
Comprehensive
2
11
657
9
2023-03-26 15:21:39.261856
Good
Yes
Monthly
Condo
2,772
49,250
44
Male
29,310
Married
1
High School
Unemployed
30.823498
Rural
Comprehensive
2
15
null
1
2020-08-21 15:21:39.226954
Good
No
Monthly
Apartment
1,741
49,251
32
Male
53,559
Married
null
Master's
Unemployed
28.570412
Rural
Premium
1
4
588
4
2021-01-23 15:21:39.214388
Poor
Yes
Daily
Apartment
308
49,252
55
Female
18,269
Married
1
Master's
Employed
10.140121
Suburban
Basic
null
11
672
4
2020-04-04 15:21:39.261856
Average
No
Weekly
House
2,904
49,253
35
Female
43,898
Single
3
PhD
null
11.988468
Rural
Basic
3
19
545
7
2024-03-06 15:21:39.132191
Average
No
Rarely
House
872
49,254
54
Female
3,852
Married
1
High School
Employed
26.151515
Suburban
Comprehensive
1
12
806
8
2022-09-06 15:21:39.282785
Good
No
Monthly
House
2,228
49,255
57
Male
20,676
Single
null
Bachelor's
Self-Employed
15.179968
Suburban
Comprehensive
null
10
705
1
2024-04-27 15:21:39.278402
Poor
No
Daily
House
1,472
49,256
20
Female
20,211
Divorced
2
PhD
Self-Employed
15.924942
Urban
Comprehensive
null
6
805
8
2022-06-19 15:21:39.099739
Good
Yes
Weekly
Condo
1,173
49,257
34
Female
51,656
Divorced
1
PhD
null
40.834857
Rural
Comprehensive
0
14
815
9
2023-02-25 15:21:39.230483
Average
Yes
Daily
Condo
382
49,258
61
Female
15,486
Married
4
Master's
Self-Employed
28.394069
Rural
Basic
0
13
622
3
2020-10-01 15:21:39.108562
Average
No
Monthly
House
714
49,259
18
Male
14,073
Single
1
Master's
Employed
21.341319
Rural
Basic
1
13
678
9
2024-05-05 15:21:39.082499
Average
No
Daily
Apartment
571
49,260
61
Male
28,450
Married
4
PhD
Employed
38.22642
Rural
Premium
0
7
687
5
2019-09-07 15:21:39.117183
Average
No
Rarely
Apartment
202
49,261
49
Male
null
Single
2
High School
Employed
6.934243
Urban
Premium
2
5
476
6
2021-01-13 15:21:39.155231
Average
No
Monthly
Condo
2,748
49,262
61
Male
6,968
Married
0
Master's
Unemployed
11.610035
Urban
Premium
3
0
367
5
2020-05-20 15:21:39.173834
Average
Yes
Daily
Condo
605
49,263
44
Female
29,231
Married
2
High School
null
15.538854
Rural
Basic
null
12
678
3
2023-09-20 15:21:39.192212
Average
Yes
Rarely
Condo
785
49,264
47
Male
36,316
Single
1
Bachelor's
Self-Employed
17.097494
Urban
Premium
1
8
818
7
2024-06-02 15:21:39.151732
Poor
No
Monthly
House
1,795
49,265
61
Female
13,897
Divorced
3
Bachelor's
Self-Employed
26.88453
Suburban
Basic
0
13
786
2
2020-11-25 15:21:39.134960
Poor
No
Weekly
Condo
1,525
49,266
62
Male
68,148
Divorced
2
Master's
Self-Employed
31.136727
Urban
Comprehensive
0
13
360
7
2023-07-26 15:21:39.266452
Average
No
Monthly
House
134
49,267
31
Female
2,420
Married
0
PhD
Employed
null
Rural
Basic
0
12
null
5
2023-02-21 15:21:39.155231
null
Yes
Daily
House
26
49,268
61
Female
17,991
null
2
PhD
Self-Employed
14.239823
Urban
Premium
null
4
516
6
2021-06-17 15:21:39.170099
Good
Yes
Weekly
Apartment
686
49,269
32
Female
43,474
Married
3
High School
null
35.977318
Rural
Basic
0
1
568
4
2020-06-01 15:21:39.155231
Average
Yes
Rarely
Apartment
1,811
49,270
32
Male
39,056
Single
4
Bachelor's
null
46.02592
Suburban
Comprehensive
1
0
789
1
2019-10-12 15:21:39.149731
Poor
No
Rarely
House
1,581
49,271
49
Female
1,318
Married
3
Master's
null
32.966805
Suburban
Basic
null
7
528
6
2021-04-19 15:21:39.134960
Average
Yes
Rarely
Condo
2,689
49,272
23
Female
45,009
Divorced
2
Master's
null
37.854386
Suburban
Basic
null
16
660
7
2023-07-16 15:21:39.246098
Good
No
Monthly
Condo
1,284
49,273
36
Female
45,806
Single
4
PhD
Self-Employed
27.084199
Suburban
Basic
1
6
518
5
2024-01-26 15:21:39.252145
Poor
Yes
Monthly
Apartment
943
49,274
33
Female
72,739
Single
0
Master's
Self-Employed
26.283465
Rural
Premium
0
18
609
1
2021-09-19 15:21:39.211806
Poor
Yes
Daily
Apartment
352
49,275
47
Male
11,992
Single
1
PhD
null
23.622747
Urban
Premium
1
7
801
3
2020-08-12 15:21:39.148733
Average
Yes
Weekly
House
687
49,276
28
Female
35,644
Married
3
Master's
Employed
39.646514
Rural
Basic
0
6
361
5
2020-12-03 15:21:39.185215
Average
No
Weekly
House
514
49,277
61
Male
39,451
Divorced
null
Master's
null
36.97574
Suburban
Basic
null
19
null
3
2020-09-24 15:21:39.192212
Good
No
Rarely
House
894
49,278
61
Male
84,572
Divorced
0
Master's
Unemployed
25.592304
Urban
Premium
1
18
null
4
2019-09-06 15:21:39.134960
Good
Yes
Weekly
House
103
49,279
42
Female
122,550
Married
4
Master's
Self-Employed
38.829153
Rural
Comprehensive
2
11
496
5
2019-11-05 15:21:39.126661
Poor
Yes
Monthly
House
150
49,280
21
Male
null
Single
1
PhD
Employed
26.177539
Urban
Basic
1
1
631
5
2022-03-19 15:21:39.134960
Poor
Yes
Weekly
Condo
393
49,281
37
Female
1,289
Single
2
Master's
null
26.846271
Suburban
Comprehensive
null
19
487
8
2019-09-25 15:21:39.250151
Average
No
Daily
Condo
749
49,282
26
Female
18,114
Single
2
Bachelor's
Self-Employed
44.893907
Suburban
Comprehensive
0
18
714
8
2023-07-13 15:21:39.288099
Poor
No
Rarely
Condo
1,981
49,283
58
Male
40,310
Married
0
High School
null
21.723564
Rural
Comprehensive
0
12
null
3
2019-12-01 15:21:39.236064
Poor
No
Rarely
Apartment
203
49,284
43
Male
40,203
Single
3
Bachelor's
Employed
26.868292
Rural
Comprehensive
0
2
718
7
2022-07-07 15:21:39.192212
Good
No
Daily
Condo
111
49,285
56
Female
null
Single
2
High School
null
13.868977
Rural
Basic
null
14
757
8
2020-07-06 15:21:39.144722
Average
No
Monthly
Condo
112
49,286
19
Female
15,198
Divorced
1
PhD
Unemployed
10.722165
Rural
Comprehensive
null
18
794
2
2021-07-05 15:21:39.093681
Average
No
Daily
Condo
577
49,287
25
Male
22,828
Single
3
High School
Unemployed
12.088438
Suburban
Comprehensive
0
9
687
9
2021-09-27 15:21:39.222387
Poor
No
Weekly
House
204
49,288
49
Female
143,699
Single
1
PhD
Employed
22.374933
Rural
Premium
0
6
379
5
2020-03-01 15:21:39.131192
Average
No
Weekly
House
2,554
49,289
null
Male
95,919
Divorced
3
Bachelor's
null
13.819148
Rural
Premium
null
11
null
6
2023-10-02 15:21:39.176717
null
No
Weekly
Condo
1,841
49,290
51
Female
2,628
Single
1
PhD
Unemployed
19.137331
Suburban
Premium
null
6
741
6
2022-04-17 15:21:39.147735
Good
No
Monthly
Apartment
115
49,291
61
Female
39,734
Single
null
Bachelor's
Employed
42.845343
Urban
Basic
2
19
null
7
2020-11-27 15:21:39.146733
Poor
No
Monthly
House
901
49,292
27
Female
18,063
Married
null
High School
Employed
44.090469
Rural
Premium
2
0
536
3
2024-05-07 15:21:39.133866
Good
No
Monthly
Condo
26
49,293
37
Male
16,861
Married
0
Master's
Employed
20.539843
Suburban
Basic
2
12
650
5
2021-08-04 15:21:39.155231
Poor
Yes
Weekly
House
438
49,294
29
Male
72,300
Married
0
Master's
null
28.23271
Urban
Basic
null
16
349
5
2019-12-25 15:21:39.126661
null
Yes
Weekly
Apartment
23
49,295
55
Male
26,277
Single
2
PhD
Unemployed
45.242614
Rural
Comprehensive
0
5
716
4
2021-03-14 15:21:39.121169
Good
No
Daily
House
1,213
49,296
57
Female
121,630
Divorced
2
High School
null
13.615725
Suburban
Comprehensive
null
18
341
4
2019-08-22 15:21:39.115178
null
No
Weekly
Apartment
650
49,297
64
Male
16,882
Divorced
1
Master's
Self-Employed
null
Rural
Basic
null
8
null
5
2021-08-03 15:21:39.155231
Poor
No
Rarely
Apartment
893
49,298
58
Male
16,274
Married
null
PhD
Unemployed
23.324665
Rural
Basic
1
9
847
8
2022-03-04 15:21:39.147735
Average
No
Daily
Apartment
1,120
49,299
46
Female
null
Divorced
4
Master's
Self-Employed
12.104723
Urban
Basic
1
7
null
7
2020-09-16 15:21:39.226954
Poor
Yes
Daily
House
126