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
39,200
57
Female
29,091
Divorced
1
Master's
Self-Employed
23.183336
Urban
Comprehensive
3
17
622
8
2023-10-11 15:21:39.208842
Average
Yes
Daily
Apartment
607
39,201
56
Male
122,967
Single
4
PhD
Self-Employed
null
Suburban
Premium
1
0
829
8
2022-02-08 15:21:39.155231
null
No
Weekly
Apartment
669
39,202
55
Male
33,716
Married
4
High School
null
27.622888
Rural
Comprehensive
0
16
683
9
2020-03-29 15:21:39.279729
Good
Yes
Monthly
Condo
2,764
39,203
35
Male
2,551
Married
3
PhD
Unemployed
38.132697
Suburban
Basic
1
11
325
3
2022-01-04 15:21:39.219432
Average
No
Weekly
Condo
1,473
39,204
18
Male
36,974
Divorced
0
High School
Unemployed
17.912366
Rural
Premium
1
5
null
3
2021-12-09 15:21:39.134960
Average
Yes
Rarely
House
159
39,205
55
Female
10,197
null
0
Master's
Unemployed
38.595596
Urban
Comprehensive
0
7
753
7
2020-09-07 15:21:39.257696
Poor
No
Daily
House
3,935
39,206
64
Female
2,870
Married
3
PhD
Unemployed
23.011906
Suburban
Premium
1
4
506
6
2021-06-03 15:21:39.092127
Good
Yes
Weekly
House
1,042
39,207
22
Female
26,017
Divorced
null
Master's
Self-Employed
19.054513
Suburban
Comprehensive
0
15
563
2
2021-10-05 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,196
39,208
26
Male
92,788
Divorced
4
Bachelor's
Self-Employed
24.07912
Suburban
Basic
null
3
307
7
2021-03-20 15:21:39.233485
Good
No
Weekly
House
2,023
39,209
45
Female
75,681
Single
0
Bachelor's
Employed
23.162429
Suburban
Comprehensive
1
3
602
9
2020-08-11 15:21:39.126661
Good
No
Weekly
House
233
39,210
57
Male
32,036
Single
4
PhD
null
6.947298
Rural
Comprehensive
1
19
328
6
2023-02-13 15:21:39.149731
Average
Yes
Monthly
Apartment
1,220
39,211
33
Female
43,972
Married
2
High School
Employed
51.263437
Rural
Comprehensive
1
5
538
5
2020-12-05 15:21:39.176717
Good
Yes
Daily
Condo
1,636
39,212
38
Male
71,691
Single
2
High School
Self-Employed
52.014971
Suburban
Basic
3
10
793
8
2024-01-24 15:21:39.237118
Poor
No
Weekly
Apartment
50
39,213
61
Female
null
Divorced
2
Master's
null
17.677042
Rural
Comprehensive
2
5
594
1
2022-03-16 15:21:39.237118
Good
No
Weekly
Condo
200
39,214
52
Male
5,645
Divorced
1
Bachelor's
null
45.981962
Urban
Basic
0
6
476
4
2022-06-27 15:21:39.202448
Average
Yes
Monthly
House
2,632
39,215
61
Male
30,984
Single
3
Master's
Self-Employed
25.977604
Suburban
Comprehensive
0
17
null
3
2023-10-26 15:21:39.147735
Poor
Yes
Monthly
House
2,017
39,216
45
Female
26,776
Single
0
Bachelor's
Unemployed
22.624092
Urban
Basic
1
0
790
3
2020-10-19 15:21:39.237118
Good
No
Monthly
Condo
1,607
39,217
46
Male
39,640
Single
2
Master's
Employed
31.726836
Rural
Comprehensive
0
14
613
4
2023-12-10 15:21:39.219432
Poor
No
Weekly
Condo
231
39,218
52
Female
644
Single
2
Bachelor's
Employed
20.818154
Suburban
Premium
1
6
835
7
2023-01-14 15:21:39.191219
Good
No
Weekly
Condo
2,225
39,219
47
Female
100,887
Divorced
1
PhD
null
12.29961
Suburban
Comprehensive
0
14
768
9
2024-08-05 15:21:39.173834
Poor
Yes
Monthly
Apartment
226
39,220
59
Female
16,982
Single
1
Bachelor's
Self-Employed
17.388733
Rural
Basic
null
6
432
7
2022-06-06 15:21:39.134960
Average
Yes
Weekly
House
1,966
39,221
25
Male
7,814
Married
1
PhD
Unemployed
7.788982
Rural
Premium
1
12
null
2
2023-07-18 15:21:39.287115
null
Yes
Daily
Apartment
4,053
39,222
37
Female
21,319
Married
0
PhD
Unemployed
22.686045
Suburban
Premium
0
17
394
3
2023-10-10 15:21:39.279729
Average
No
Rarely
Condo
4,959
39,223
39
Male
46,130
Single
3
Bachelor's
null
6.608615
Rural
Basic
1
13
576
3
2024-01-14 15:21:39.143708
Good
No
Daily
House
2,913
39,224
62
Male
43,787
Married
4
PhD
Self-Employed
38.812179
Rural
Comprehensive
1
19
652
4
2021-05-24 15:21:39.125660
Good
Yes
Daily
Condo
1,146
39,225
64
Male
129,937
Single
null
High School
Employed
16.839276
Urban
Premium
1
9
509
3
2021-11-26 15:21:39.167099
Poor
Yes
Daily
Apartment
2,478
39,226
41
Male
44,302
Divorced
1
Bachelor's
Self-Employed
28.63814
Suburban
Comprehensive
2
17
502
9
2020-11-29 15:21:39.207847
Poor
Yes
Daily
Condo
582
39,227
64
Female
10,042
Married
1
Bachelor's
Employed
27.73724
Rural
Comprehensive
3
12
742
6
2024-04-06 15:21:39.237118
Average
No
Rarely
Apartment
1,336
39,228
36
Female
26,861
Single
3
Master's
null
26.097093
Suburban
Comprehensive
1
1
null
3
2023-11-25 15:21:39.237118
Average
No
Rarely
House
979
39,229
42
Female
16,091
Single
2
High School
Employed
25.173519
Urban
Comprehensive
3
10
595
3
2022-02-03 15:21:39.253660
Average
No
Weekly
Apartment
1,154
39,230
42
Female
null
Single
null
Master's
null
36.417834
Rural
Comprehensive
null
16
327
3
2020-02-13 15:21:39.177724
Poor
No
Weekly
Condo
2,861
39,231
53
Female
23,451
Single
1
High School
null
41.185767
Urban
Premium
2
14
null
9
2021-03-17 15:21:39.226954
Average
Yes
Rarely
Condo
1,215
39,232
30
Female
3,859
Divorced
1
Master's
null
36.785526
Suburban
Comprehensive
0
0
372
1
2022-02-14 15:21:39.194829
Average
Yes
Weekly
Apartment
598
39,233
46
Female
3,969
Married
4
Bachelor's
null
16.828242
Suburban
Comprehensive
2
1
506
5
2022-01-26 15:21:39.233485
Poor
No
Monthly
House
3,841
39,234
38
Male
106,548
Married
3
Bachelor's
null
5.923352
Urban
Premium
0
18
null
8
2021-09-08 15:21:39.086123
Good
Yes
Rarely
House
98
39,235
60
Male
5,813
Divorced
0
High School
null
17.24011
Rural
Premium
1
12
311
6
2023-01-24 15:21:39.207847
Good
Yes
Weekly
Condo
1,454
39,236
32
Female
10,705
Single
3
Bachelor's
Self-Employed
29.912155
Urban
Premium
1
19
844
7
2022-06-07 15:21:39.286113
Average
Yes
Daily
Condo
474
39,237
25
Female
18,361
Married
0
Master's
null
23.361829
Urban
Basic
2
5
null
1
2021-07-25 15:21:39.098696
Good
No
Monthly
House
568
39,238
50
Female
43,976
Married
0
Bachelor's
null
18.837478
Suburban
Premium
2
12
563
7
2022-03-14 15:21:39.171102
Average
Yes
Daily
House
1,255
39,239
46
Male
28,706
Single
0
PhD
null
36.548942
Suburban
Premium
2
16
null
7
2020-05-24 15:21:39.134960
Good
No
Daily
Apartment
742
39,240
26
Male
57,501
Single
1
Master's
Unemployed
4.881984
Urban
Comprehensive
null
5
401
8
2024-01-05 15:21:39.247098
Good
No
Rarely
Condo
938
39,241
19
Female
123,829
Divorced
4
High School
Unemployed
22.690326
Suburban
Comprehensive
0
17
null
7
2019-11-27 15:21:39.155231
Good
No
Weekly
Apartment
3,470
39,242
57
Male
106,693
Married
2
High School
null
8.724905
Urban
Basic
0
4
315
4
2022-04-12 15:21:39.237118
Good
No
Daily
House
452
39,243
35
Male
86,764
Single
4
High School
Unemployed
22.624791
Rural
Basic
1
17
427
8
2021-06-18 15:21:39.176717
Poor
No
Weekly
Apartment
201
39,244
47
Female
90,062
Divorced
2
PhD
Self-Employed
22.756823
Urban
Basic
null
7
459
1
2022-04-22 15:21:39.255696
Good
Yes
Monthly
Apartment
2,136
39,245
64
Male
16,069
Divorced
3
High School
Employed
5.828783
Urban
Premium
null
3
521
2
2021-05-21 15:21:39.126661
Poor
Yes
Daily
Condo
549
39,246
35
Female
11,492
Married
0
Master's
null
29.638496
Urban
Premium
3
13
658
4
2020-07-16 15:21:39.102694
Average
Yes
Daily
Condo
548
39,247
58
Female
59,760
Single
0
Bachelor's
Unemployed
43.936599
Suburban
Premium
1
12
709
3
2021-09-17 15:21:39.131192
Poor
Yes
Daily
Apartment
156
39,248
29
Male
10,116
Single
null
Bachelor's
Self-Employed
25.065193
Suburban
Basic
null
6
null
3
2021-11-11 15:21:39.202448
Average
No
Daily
Condo
1,605
39,249
41
Female
null
Divorced
2
Master's
Self-Employed
23.485921
Suburban
Basic
3
13
519
4
2022-05-21 15:21:39.121169
null
Yes
Monthly
House
661
39,250
60
Female
39,766
Single
0
Bachelor's
Unemployed
10.514834
Rural
Premium
null
5
561
6
2023-05-09 15:21:39.155231
Good
No
Monthly
House
2,116
39,251
50
Male
46,363
Married
1
High School
null
40.610049
Rural
Premium
null
15
380
2
2020-08-30 15:21:39.095696
Good
Yes
Daily
Apartment
933
39,252
61
Male
123,766
Divorced
2
Bachelor's
null
46.994324
Suburban
Comprehensive
null
16
402
5
2024-07-07 15:21:39.155231
Average
Yes
Rarely
Condo
481
39,253
39
Male
26,681
Married
3
High School
Employed
27.892746
Urban
Premium
null
6
781
5
2019-10-05 15:21:39.122134
Poor
Yes
Monthly
House
828
39,254
40
Female
43,834
Divorced
0
Master's
Unemployed
31.564144
Suburban
Comprehensive
1
10
674
9
2024-03-04 15:21:39.188220
Average
Yes
Weekly
Condo
513
39,255
56
Male
10,086
Divorced
1
High School
null
26.258918
Suburban
Premium
null
19
null
3
2021-08-14 15:21:39.085129
Poor
No
Rarely
House
2,821
39,256
null
Male
1,348
Single
0
PhD
null
36.664612
Suburban
Premium
0
12
375
5
2021-11-14 15:21:39.145732
Good
Yes
Rarely
Apartment
299
39,257
26
Female
12,081
Married
1
High School
Self-Employed
17.410965
Urban
Premium
null
6
656
1
2021-03-02 15:21:39.281787
Poor
Yes
Daily
House
925
39,258
33
Female
135,569
Married
4
Master's
Unemployed
35.246472
Rural
Premium
2
19
587
3
2023-02-27 15:21:39.251142
null
No
Daily
House
130
39,259
44
Male
33,950
Married
4
Bachelor's
Unemployed
51.051464
Suburban
Premium
1
12
389
3
2024-03-03 15:21:39.098696
Poor
Yes
Rarely
Apartment
495
39,260
24
Female
9,894
Divorced
2
PhD
null
42.638231
Urban
Basic
1
4
756
5
2020-10-22 15:21:39.155231
Poor
Yes
Weekly
Apartment
781
39,261
30
Female
20,962
Single
0
High School
Employed
14.049162
Suburban
Basic
null
12
790
4
2021-04-22 15:21:39.093681
Good
No
Weekly
Condo
2,196
39,262
30
Male
29,312
Divorced
3
PhD
null
9.058357
Rural
Comprehensive
1
9
531
5
2023-05-07 15:21:39.252145
Good
No
Monthly
House
1,632
39,263
42
Female
6,725
Married
0
PhD
Self-Employed
27.486669
Rural
Basic
null
9
496
4
2020-05-10 15:21:39.134960
Good
Yes
Weekly
Apartment
2,056
39,264
44
Female
2,312
Divorced
2
PhD
Employed
34.868392
Suburban
Comprehensive
null
1
559
3
2024-01-22 15:21:39.134960
Average
Yes
Weekly
Apartment
23
39,265
48
Male
26,142
Single
3
Master's
null
14.835221
Rural
Basic
null
12
772
8
2021-01-07 15:21:39.155231
Good
No
Daily
House
1,778
39,266
56
Male
122,813
Divorced
2
PhD
Unemployed
15.64231
Rural
Comprehensive
null
15
453
8
2021-07-12 15:21:39.093681
Average
No
Rarely
House
1,067
39,267
19
Male
5,978
Single
null
Bachelor's
Employed
null
Urban
Comprehensive
2
18
584
5
2021-06-27 15:21:39.090124
Poor
Yes
Rarely
Apartment
923
39,268
45
Female
63,533
Single
1
Master's
null
41.282349
Rural
Comprehensive
0
0
556
1
2020-08-08 15:21:39.231531
Good
Yes
Daily
Apartment
342
39,269
44
Male
17,093
Divorced
2
PhD
Self-Employed
30.701613
Rural
Premium
null
6
673
7
2022-03-30 15:21:39.190215
Poor
Yes
Monthly
Condo
731
39,270
49
Male
17,053
Divorced
1
Master's
null
22.998065
Urban
Premium
1
11
678
9
2023-03-18 15:21:39.134960
Poor
No
Rarely
Condo
462
39,271
22
Female
7,087
Married
0
Master's
Unemployed
25.793924
Suburban
Premium
1
1
null
6
2019-12-07 15:21:39.134960
Average
No
Monthly
Apartment
723
39,272
49
Male
3,788
Single
3
PhD
null
18.12137
Suburban
Premium
2
18
756
8
2024-02-26 15:21:39.092127
Poor
Yes
Daily
Apartment
855
39,273
26
Female
4,541
Single
2
High School
Employed
43.122711
Rural
Basic
null
12
432
5
2020-12-04 15:21:39.092127
Poor
No
Monthly
Condo
706
39,274
35
Female
705
Single
1
Bachelor's
Unemployed
null
Rural
Basic
1
18
838
9
2021-02-25 15:21:39.155231
Poor
No
Rarely
Condo
522
39,275
46
Female
51,228
Divorced
null
Master's
null
22.373481
Rural
Premium
0
18
323
4
2023-11-24 15:21:39.187211
Poor
No
Daily
House
512
39,276
60
Male
41,909
Single
null
Bachelor's
Unemployed
14.501824
Urban
Basic
1
19
614
4
2020-05-08 15:21:39.249100
Average
Yes
Monthly
Condo
719
39,277
23
Female
35,008
Married
3
High School
Unemployed
29.079142
Suburban
Basic
0
9
575
3
2020-11-24 15:21:39.155231
Poor
No
Daily
House
1,185
39,278
23
Female
null
Divorced
4
Bachelor's
Unemployed
35.945368
Suburban
Comprehensive
null
2
417
2
2021-12-26 15:21:39.134960
Poor
Yes
Weekly
House
991
39,279
25
Male
22,832
Single
1
High School
Employed
7.865901
Suburban
Basic
0
13
425
5
2022-04-15 15:21:39.254678
Poor
Yes
Rarely
Apartment
2,284
39,280
61
Male
40,657
null
0
Bachelor's
Self-Employed
33.69409
Urban
Basic
null
11
686
2
2022-05-20 15:21:39.134960
Average
Yes
Rarely
Condo
1,327
39,281
47
Female
20,913
Married
4
Bachelor's
Unemployed
9.833529
Rural
Basic
0
16
607
6
2020-01-26 15:21:39.177724
Good
Yes
Rarely
House
616
39,282
21
Male
39,659
Single
4
Master's
Self-Employed
13.907745
Suburban
Premium
1
19
611
2
2019-11-18 15:21:39.164044
Average
No
Weekly
Condo
217
39,283
56
Male
39,881
Married
4
Bachelor's
Self-Employed
26.67215
Suburban
Comprehensive
2
19
590
6
2022-03-25 15:21:39.216387
Good
No
Rarely
Apartment
656
39,284
50
Female
7,654
Divorced
0
PhD
Self-Employed
16.633279
Suburban
Basic
3
17
548
2
2024-01-04 15:21:39.199447
Good
No
Monthly
Apartment
749
39,285
26
Female
67,551
Single
3
Bachelor's
Self-Employed
42.278507
Urban
Comprehensive
1
5
463
3
2021-04-21 15:21:39.201446
Good
Yes
Daily
House
382
39,286
23
Female
5,624
Married
null
PhD
Unemployed
33.872197
Suburban
Comprehensive
1
13
708
7
2024-02-27 15:21:39.155231
Good
Yes
Daily
House
2,480
39,287
64
Male
74,039
Divorced
2
PhD
null
35.944441
Suburban
Premium
1
7
361
8
2020-07-29 15:21:39.106582
Average
Yes
Weekly
Apartment
386
39,288
62
Male
15,886
Single
1
Master's
Unemployed
19.622299
Urban
Comprehensive
null
5
663
2
2023-11-15 15:21:39.134960
Average
Yes
Monthly
Condo
855
39,289
32
Male
92,880
Divorced
3
PhD
Unemployed
51.723787
Rural
Basic
1
16
625
3
2021-10-01 15:21:39.155231
Poor
No
Monthly
House
1,241
39,290
45
Female
9,071
Married
0
Bachelor's
Self-Employed
22.908291
Suburban
Comprehensive
null
9
696
2
2022-11-16 15:21:39.177724
Poor
No
Weekly
House
431
39,291
null
Male
1,607
Married
0
PhD
Unemployed
12.819437
Suburban
Basic
null
2
562
7
2022-04-27 15:21:39.225916
Poor
No
Rarely
House
156
39,292
54
Female
14,084
Divorced
3
PhD
null
null
Rural
Comprehensive
0
0
602
2
2021-11-09 15:21:39.121169
Average
No
Rarely
House
1,486
39,293
62
Male
71,069
Married
2
Bachelor's
Employed
52.527834
Suburban
Comprehensive
null
14
844
4
2021-04-28 15:21:39.219432
Good
Yes
Rarely
Apartment
2,026
39,294
29
Male
82,340
Married
null
High School
null
21.844114
Rural
Basic
null
0
421
3
2023-08-23 15:21:39.155231
Good
No
Weekly
Condo
110
39,295
47
Male
3,098
Divorced
1
Bachelor's
Employed
38.643908
Suburban
Comprehensive
0
16
344
3
2021-06-30 15:21:39.237118
Average
No
Daily
Condo
573
39,296
27
Male
20,290
Married
3
PhD
Self-Employed
12.965106
Suburban
Premium
null
10
556
5
2022-10-03 15:21:39.088124
Good
No
Daily
Condo
710
39,297
18
Male
39,094
Divorced
0
Bachelor's
null
9.634189
Rural
Basic
null
18
728
5
2023-09-03 15:21:39.283783
Average
No
Daily
Condo
24
39,298
60
Female
39,181
Single
2
PhD
null
12.677836
Rural
Comprehensive
2
18
571
9
2021-11-01 15:21:39.224915
Good
No
Rarely
House
2,470
39,299
40
Male
9,791
Single
2
Master's
null
19.724178
Suburban
Premium
1
10
482
5
2019-12-08 15:21:39.261856
Poor
Yes
Monthly
House
1,138