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
19,200
59
Male
38,156
Single
3
Bachelor's
Unemployed
4.686469
Rural
Comprehensive
0
12
725
4
2021-01-21 15:21:39.155231
Average
No
Weekly
Apartment
39
19,201
35
Male
14,692
Divorced
3
PhD
Self-Employed
37.965101
Rural
Premium
1
18
646
5
2021-02-05 15:21:39.274993
Average
No
Daily
House
1,245
19,202
19
Male
20,659
Married
1
Master's
Unemployed
14.989037
Rural
Comprehensive
null
9
828
3
2021-05-13 15:21:39.221386
Average
No
Rarely
Apartment
2,412
19,203
55
Male
7,881
Divorced
2
PhD
null
19.82022
Urban
Basic
null
16
595
1
2023-08-11 15:21:39.244069
Poor
No
Daily
Condo
26
19,204
31
Female
20,891
Divorced
1
High School
Unemployed
37.838399
Urban
Premium
0
15
765
7
2021-04-16 15:21:39.223901
Good
No
Weekly
House
589
19,205
58
Female
2,886
Divorced
2
Master's
Self-Employed
24.739003
Urban
Basic
1
6
442
5
2020-07-04 15:21:39.146733
Poor
No
Rarely
Apartment
1,161
19,206
59
Male
23,604
Married
null
High School
null
13.738171
Suburban
Basic
3
9
439
5
2023-03-02 15:21:39.106582
Average
No
Monthly
Apartment
1,403
19,207
null
Male
102,648
Divorced
0
PhD
null
30.967296
Suburban
Basic
null
0
632
2
2023-07-27 15:21:39.226954
Poor
Yes
Weekly
Apartment
172
19,208
53
Female
3,801
Single
3
PhD
null
18.744843
Suburban
Premium
0
1
441
4
2023-05-28 15:21:39.154008
Average
Yes
Monthly
Condo
1,016
19,209
36
Female
7,053
Married
0
PhD
null
null
Rural
Comprehensive
0
9
661
1
2024-02-23 15:21:39.279729
Poor
No
Daily
Condo
590
19,210
59
Female
22,766
Married
4
High School
Employed
46.956955
Urban
Premium
0
5
607
2
2020-11-27 15:21:39.091080
Average
No
Weekly
Apartment
572
19,211
46
Male
34,757
Married
1
Bachelor's
Employed
32.573302
Suburban
Comprehensive
1
0
822
5
2023-10-09 15:21:39.209847
Good
No
Monthly
Apartment
821
19,212
55
Female
1,028
null
1
Master's
Employed
23.624556
Suburban
Premium
0
12
685
3
2021-11-30 15:21:39.237118
Good
Yes
Weekly
House
827
19,213
45
Male
1,805
Married
2
PhD
null
19.783095
Rural
Basic
null
15
602
1
2023-04-06 15:21:39.126661
Good
Yes
Monthly
Apartment
2,248
19,214
64
Female
1,605
null
0
PhD
null
9.676725
Rural
Comprehensive
1
2
null
2
2020-06-24 15:21:39.134960
Good
No
Weekly
House
975
19,215
51
Male
12,097
Single
2
Bachelor's
Employed
null
Rural
Basic
null
12
632
8
2020-07-22 15:21:39.279729
Good
Yes
Monthly
Condo
788
19,216
24
Female
23,862
Single
4
Master's
null
12.848651
Suburban
Basic
null
15
829
7
2022-10-17 15:21:39.155231
Average
No
Weekly
House
906
19,217
20
Male
87,738
Divorced
1
PhD
Employed
15.782973
Suburban
Comprehensive
1
6
334
3
2020-11-16 15:21:39.205850
Poor
No
Monthly
House
647
19,218
54
Male
45,713
Single
3
High School
Unemployed
16.972018
Rural
Premium
0
12
609
6
2021-02-15 15:21:39.175719
Average
Yes
Rarely
Condo
649
19,219
41
Female
92,828
Married
4
Master's
Unemployed
35.755216
Rural
Premium
0
10
360
7
2020-10-02 15:21:39.155231
Good
No
Rarely
Apartment
72
19,220
38
Female
7,898
Single
3
Master's
Employed
27.742172
Suburban
Premium
2
9
612
5
2020-05-13 15:21:39.105504
null
No
Rarely
Condo
2,146
19,221
63
Male
35,326
Divorced
1
High School
Unemployed
null
Rural
Basic
null
8
681
9
2024-08-01 15:21:39.115178
Good
No
Daily
Condo
1,430
19,222
58
Female
14,880
Divorced
0
Master's
Employed
22.977644
Suburban
Premium
null
15
815
5
2022-04-03 15:21:39.106582
Average
No
Monthly
Condo
376
19,223
32
Male
6,818
Married
3
Master's
Self-Employed
19.965366
Urban
Comprehensive
1
0
513
5
2020-12-11 15:21:39.134960
Good
Yes
Weekly
Apartment
789
19,224
56
Female
46,324
Single
3
Bachelor's
Self-Employed
8.986936
Urban
Basic
1
1
null
5
2023-04-29 15:21:39.134960
Good
No
Weekly
House
815
19,225
42
Female
3,741
Divorced
4
Bachelor's
null
28.673958
Suburban
Basic
null
19
520
2
2023-01-03 15:21:39.229482
Good
Yes
Daily
Apartment
92
19,226
32
Female
115,439
Divorced
4
PhD
Self-Employed
27.735125
Suburban
Comprehensive
1
2
306
6
2020-10-25 15:21:39.131192
Average
Yes
Weekly
Apartment
1,152
19,227
18
Female
28,922
Divorced
3
PhD
Self-Employed
29.936997
Urban
Comprehensive
1
5
493
5
2021-07-18 15:21:39.143708
Poor
Yes
Weekly
Condo
527
19,228
54
Female
59,913
Divorced
null
Bachelor's
Self-Employed
null
Urban
Comprehensive
1
2
744
9
2022-01-05 15:21:39.283783
Good
Yes
Rarely
House
2,468
19,229
50
Male
2,485
Married
1
High School
Unemployed
51.643431
Suburban
Comprehensive
0
6
609
7
2024-05-23 15:21:39.110557
Poor
No
Weekly
Apartment
1,168
19,230
57
Female
80,128
Single
null
Bachelor's
Unemployed
18.859278
Urban
Comprehensive
null
19
309
4
2021-08-28 15:21:39.271453
Average
No
Rarely
House
483
19,231
40
Male
64,499
Single
2
High School
Unemployed
44.717297
Suburban
Basic
2
2
470
9
2023-05-24 15:21:39.237118
Good
No
Rarely
House
2,240
19,232
56
Female
7,963
Married
4
PhD
Unemployed
15.928611
Suburban
Comprehensive
0
16
594
3
2023-11-07 15:21:39.197445
Poor
No
Daily
Condo
1,290
19,233
58
Female
714
Married
4
Master's
Employed
23.539102
Urban
Basic
1
13
492
4
2024-06-24 15:21:39.276901
Average
Yes
Weekly
Apartment
1,073
19,234
64
Female
14,419
Single
1
Bachelor's
Unemployed
26.923557
Suburban
Comprehensive
0
4
620
3
2021-10-17 15:21:39.123711
Average
No
Weekly
Apartment
472
19,235
33
Female
44,393
Divorced
0
High School
Employed
39.372259
Rural
Basic
0
12
315
7
2024-06-03 15:21:39.145732
Good
Yes
Rarely
House
1,574
19,236
35
Male
140,468
Divorced
1
Master's
Employed
13.788908
Urban
Premium
0
17
431
5
2022-11-25 15:21:39.167099
Good
Yes
Rarely
Apartment
3,475
19,237
27
Female
51,791
Single
3
PhD
null
34.285887
Suburban
Basic
1
4
336
1
2024-01-17 15:21:39.237118
Average
Yes
Rarely
Condo
751
19,238
57
Male
34,128
Married
3
Bachelor's
null
6.738265
Suburban
Premium
null
17
null
9
2020-06-05 15:21:39.134960
Poor
No
Weekly
Apartment
2,627
19,239
19
Female
1,398
Married
null
Master's
null
14.366985
Urban
Basic
1
14
670
2
2022-10-14 15:21:39.091080
Good
No
Monthly
House
67
19,240
58
Female
84,546
Married
4
PhD
Unemployed
23.33057
Rural
Comprehensive
3
8
592
1
2024-06-21 15:21:39.134960
Average
Yes
Rarely
Condo
27
19,241
54
Male
2,711
Married
2
PhD
Self-Employed
null
Suburban
Premium
null
2
824
2
2023-03-04 15:21:39.183598
Poor
Yes
Rarely
Apartment
1,336
19,242
49
Male
16,138
Married
0
High School
Unemployed
31.919397
Urban
Comprehensive
3
6
476
5
2019-09-26 15:21:39.154008
Average
Yes
Daily
House
1,257
19,243
52
Female
14,081
Divorced
2
Bachelor's
Employed
34.944962
Rural
Premium
1
11
null
9
2022-04-19 15:21:39.155231
Average
Yes
Weekly
House
1,042
19,244
22
Female
23,897
Single
3
Master's
Employed
33.564203
Urban
Basic
0
17
683
2
2019-10-01 15:21:39.237118
Poor
Yes
Monthly
House
736
19,245
49
Male
20,659
Divorced
4
PhD
Employed
19.793924
Urban
Comprehensive
0
1
699
5
2022-06-01 15:21:39.084065
Poor
No
Daily
Apartment
1,490
19,246
34
Male
14,450
Divorced
4
PhD
Self-Employed
28.378039
Rural
Premium
0
16
null
3
2020-05-20 15:21:39.150730
Average
Yes
Weekly
House
510
19,247
52
Female
27,488
Divorced
4
High School
Employed
48.66359
Suburban
Comprehensive
1
5
842
6
2023-12-20 15:21:39.107553
Poor
Yes
Weekly
House
1,320
19,248
19
Male
43,560
Married
3
Master's
Employed
11.954773
Rural
Premium
null
9
null
1
2021-10-03 15:21:39.181605
Average
Yes
Monthly
House
586
19,249
64
Male
728
Single
0
High School
Unemployed
null
Urban
Comprehensive
null
15
552
9
2023-05-20 15:21:39.154008
Average
Yes
Weekly
Apartment
538
19,250
44
Female
6,875
Single
2
High School
null
17.071679
Urban
Comprehensive
0
7
531
8
2022-05-24 15:21:39.192212
Average
Yes
Daily
Condo
507
19,251
43
Female
17,092
Single
1
Bachelor's
Employed
21.824552
Rural
Comprehensive
null
2
776
5
2023-06-20 15:21:39.134960
Average
Yes
Weekly
Condo
959
19,252
22
Male
5,813
Single
2
Master's
Self-Employed
8.46091
Urban
Premium
null
13
462
6
2019-10-27 15:21:39.134960
null
Yes
Weekly
Condo
587
19,253
57
Female
26,462
Single
4
Bachelor's
Unemployed
7.496697
Rural
Comprehensive
1
16
432
8
2020-12-12 15:21:39.113566
Poor
No
Weekly
House
116
19,254
45
Male
517
Single
1
PhD
Employed
26.52472
Rural
Basic
2
7
656
5
2023-12-03 15:21:39.186212
Good
Yes
Monthly
Condo
1,335
19,255
49
Female
15,456
Married
3
PhD
Unemployed
13.057219
Suburban
Premium
2
18
382
8
2020-12-28 15:21:39.132191
Good
Yes
Rarely
Apartment
995
19,256
49
Female
61,381
Married
3
Bachelor's
Employed
25.294876
Urban
Comprehensive
null
15
345
8
2019-10-31 15:21:39.094752
Poor
Yes
Weekly
House
3,096
19,257
62
Male
41,811
Married
2
Bachelor's
null
18.657826
Rural
Basic
0
14
552
1
2019-11-18 15:21:39.155231
Poor
Yes
Monthly
Condo
89
19,258
null
Female
10,619
Single
4
Bachelor's
Self-Employed
36.993198
Rural
Premium
null
10
654
1
2021-08-04 15:21:39.094752
Poor
No
Rarely
Condo
798
19,259
64
Male
2,720
Single
3
Bachelor's
null
11.640033
Suburban
Basic
1
5
447
4
2020-04-07 15:21:39.247098
Poor
Yes
Monthly
Apartment
2,768
19,260
63
Female
24,594
Divorced
1
Master's
null
45.625637
Rural
Basic
1
1
308
8
2020-02-13 15:21:39.266452
Poor
No
Daily
Apartment
1,374
19,261
22
Female
120,837
Single
4
PhD
Self-Employed
22.449987
Rural
Premium
3
5
633
7
2023-02-04 15:21:39.125660
Good
No
Monthly
Apartment
101
19,262
29
Female
15,963
Single
4
Bachelor's
Employed
20.965766
Suburban
Basic
0
9
null
7
2021-01-11 15:21:39.084065
Average
Yes
Daily
Apartment
861
19,263
52
Female
63,355
Single
1
High School
Employed
30.133425
Rural
Comprehensive
3
5
509
8
2020-06-03 15:21:39.177724
Good
Yes
Rarely
Condo
2,188
19,264
45
Female
5,962
Divorced
2
Bachelor's
Self-Employed
24.268728
Urban
Basic
1
9
613
4
2023-11-01 15:21:39.148733
Poor
Yes
Monthly
Condo
829
19,265
29
Male
11,170
Single
0
Bachelor's
null
null
Suburban
Comprehensive
null
7
380
2
2024-05-28 15:21:39.081504
Poor
Yes
Daily
Apartment
1,461
19,266
35
Female
74,908
Married
2
Bachelor's
null
null
Rural
Comprehensive
null
7
690
2
2021-11-15 15:21:39.248098
Average
Yes
Monthly
Apartment
2,080
19,267
56
Male
9,220
Divorced
0
Master's
null
20.734796
Rural
Comprehensive
0
11
692
6
2022-07-27 15:21:39.172097
Good
No
Daily
House
848
19,268
26
Male
49,038
Divorced
3
PhD
null
51.490426
Rural
Comprehensive
0
18
785
5
2022-02-09 15:21:39.100695
Good
No
Weekly
House
713
19,269
50
Female
11,215
Divorced
1
PhD
null
35.132151
Rural
Premium
2
5
787
9
2021-12-16 15:21:39.166062
Average
No
Monthly
Apartment
668
19,270
57
Female
21,608
Divorced
3
High School
Unemployed
11.980638
Suburban
Premium
null
4
757
5
2021-12-27 15:21:39.247098
Good
No
Daily
Apartment
1,728
19,271
59
Male
16,146
Single
3
Master's
null
25.959152
Suburban
Basic
0
8
828
5
2021-12-15 15:21:39.087123
Average
No
Daily
Apartment
1,071
19,272
22
Male
1,694
Single
2
High School
null
24.160877
Rural
Comprehensive
3
6
453
6
2024-05-07 15:21:39.185215
Average
Yes
Rarely
Condo
37
19,273
32
Female
36,322
null
0
High School
Unemployed
9.814203
Rural
Premium
1
18
584
2
2024-04-25 15:21:39.121169
Good
No
Daily
House
841
19,274
51
Male
76,611
Single
1
Bachelor's
Unemployed
11.469871
Urban
Comprehensive
null
18
691
9
2019-10-16 15:21:39.198406
Average
Yes
Daily
House
25
19,275
29
Male
3,725
Married
0
Master's
Unemployed
17.37479
Urban
Premium
null
9
507
7
2022-10-01 15:21:39.217387
Good
No
Weekly
Apartment
36
19,276
22
Female
149,623
Married
1
Bachelor's
Self-Employed
14.145096
Suburban
Premium
3
9
461
6
2023-03-07 15:21:39.261856
Good
No
Monthly
House
659
19,277
32
Male
58,792
Divorced
1
PhD
Employed
14.410567
Rural
Basic
null
18
846
8
2024-04-02 15:21:39.168099
Poor
Yes
Weekly
Condo
195
19,278
21
Female
45,655
Divorced
2
PhD
null
14.717584
Suburban
Comprehensive
2
11
838
6
2020-09-18 15:21:39.187211
Poor
Yes
Daily
House
638
19,279
61
Male
23,891
Married
1
PhD
null
46.232162
Rural
Basic
1
5
560
5
2023-12-24 15:21:39.221386
Poor
Yes
Rarely
House
1,777
19,280
31
Female
2,859
Married
1
Master's
Employed
52.573508
Urban
Premium
1
7
537
8
2023-07-12 15:21:39.134960
Poor
Yes
Weekly
Condo
1,842
19,281
24
Female
14,767
Married
4
PhD
Self-Employed
17.307092
Suburban
Premium
null
19
364
8
2024-04-15 15:21:39.117183
Good
No
Rarely
Condo
2,010
19,282
26
Female
9,084
Single
null
Master's
null
18.569357
Suburban
Premium
0
3
771
4
2022-05-03 15:21:39.281787
Good
No
Daily
Condo
739
19,283
35
Male
80,105
Divorced
4
PhD
Unemployed
40.50622
Suburban
Basic
2
9
821
8
2024-01-03 15:21:39.096739
Average
No
Monthly
Apartment
4,919
19,284
27
Female
5,824
Single
2
High School
null
21.935536
Rural
Basic
2
4
568
1
2023-03-29 15:21:39.248098
Average
No
Monthly
House
735
19,285
53
Male
29,097
Married
3
PhD
Employed
33.2688
Suburban
Premium
1
14
517
6
2023-09-02 15:21:39.257696
Average
Yes
Monthly
Apartment
586
19,286
47
Female
5,881
Married
1
Bachelor's
Self-Employed
18.834229
Urban
Comprehensive
1
12
622
1
2020-06-06 15:21:39.283783
Good
No
Rarely
Apartment
537
19,287
46
Male
35,706
Married
0
High School
null
22.812138
Rural
Premium
1
0
614
1
2023-01-10 15:21:39.204790
Poor
No
Rarely
Apartment
438
19,288
50
Male
84,834
null
0
High School
null
8.030718
Urban
Premium
null
13
397
6
2024-07-22 15:21:39.256696
null
Yes
Daily
House
718
19,289
42
Male
1,813
Married
4
Master's
Unemployed
10.8393
Suburban
Premium
null
3
null
2
2020-02-22 15:21:39.166062
Poor
No
Daily
Apartment
2,122
19,290
58
Male
25,420
Divorced
4
High School
Unemployed
17.351755
Rural
Basic
null
7
742
5
2021-08-07 15:21:39.111551
Poor
Yes
Weekly
House
2,045
19,291
42
Male
129,633
Single
4
Bachelor's
Employed
41.833925
Suburban
Comprehensive
0
14
null
3
2023-10-03 15:21:39.134960
Good
No
Weekly
Apartment
285
19,292
54
Male
44,731
Divorced
2
High School
Self-Employed
26.560431
Suburban
Basic
null
4
434
8
2019-09-18 15:21:39.180553
Average
No
Rarely
Apartment
1,245
19,293
28
Female
15,255
Married
0
Bachelor's
Self-Employed
20.553345
Urban
Basic
2
9
575
2
2020-04-05 15:21:39.283783
Average
No
Monthly
Apartment
811
19,294
62
Male
19,142
null
1
Master's
Self-Employed
19.895298
Urban
Premium
null
9
645
9
2024-04-11 15:21:39.204790
Average
No
Monthly
Condo
1,505
19,295
25
Male
2,301
Divorced
1
PhD
Unemployed
29.964134
Rural
Basic
2
10
490
3
2022-02-13 15:21:39.190215
Good
Yes
Rarely
House
1,195
19,296
21
Female
53,697
Single
4
Master's
Employed
19.035614
Rural
Premium
0
9
401
9
2020-03-09 15:21:39.124659
Average
No
Rarely
Condo
4,007
19,297
31
Female
34,128
Married
1
High School
null
30.564378
Urban
Comprehensive
1
6
762
6
2021-01-21 15:21:39.122134
Good
No
Rarely
Condo
1,466
19,298
20
Male
6,119
Divorced
2
PhD
null
14.926367
Suburban
Comprehensive
null
14
532
9
2022-04-27 15:21:39.198406
Average
No
Rarely
Condo
457
19,299
42
Female
35,424
Married
1
PhD
Employed
null
Rural
Basic
2
14
467
7
2020-11-17 15:21:39.166062
Poor
Yes
Monthly
House
952