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
35,200
48
Male
7,069
Married
1
Bachelor's
null
38.858987
Suburban
Comprehensive
0
15
633
5
2022-02-11 15:21:39.145732
Good
Yes
Rarely
Apartment
1,675
35,201
47
Female
59,092
Divorced
0
PhD
Self-Employed
27.59222
Rural
Premium
null
16
410
2
2024-01-14 15:21:39.134960
Poor
Yes
Daily
House
2,363
35,202
38
Female
1,008
Single
null
Bachelor's
null
7.262806
Suburban
Comprehensive
null
3
552
3
2024-03-03 15:21:39.237118
null
Yes
Weekly
Apartment
642
35,203
62
Female
2,525
Single
null
Master's
Unemployed
14.096036
Suburban
Premium
2
17
361
4
2022-06-30 15:21:39.155231
Poor
No
Monthly
Condo
2,469
35,204
51
Female
15,962
Single
0
Master's
Employed
21.724325
Urban
Basic
0
5
718
1
2022-11-04 15:21:39.213373
null
Yes
Weekly
Condo
609
35,205
21
Male
1,740
Single
4
PhD
Employed
32.803922
Rural
Premium
2
6
599
2
2020-11-02 15:21:39.172097
Average
No
Monthly
Condo
813
35,206
64
Male
6,859
Divorced
3
High School
null
20.724435
Rural
Comprehensive
1
9
776
3
2022-04-11 15:21:39.155231
Good
Yes
Weekly
Apartment
177
35,207
20
Female
73,064
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
3
19
334
5
2021-02-09 15:21:39.130190
Average
Yes
Weekly
Apartment
1,349
35,208
41
Male
18,671
Married
1
Master's
null
46.36984
Suburban
Premium
null
18
743
5
2022-07-09 15:21:39.170099
Average
Yes
Monthly
House
813
35,209
38
Female
106,711
Single
0
High School
Unemployed
24.79973
Rural
Basic
1
3
310
4
2021-03-03 15:21:39.081504
Average
Yes
Monthly
House
1,244
35,210
57
Female
141,656
Single
null
Bachelor's
Self-Employed
21.174786
Rural
Comprehensive
2
7
839
7
2022-11-27 15:21:39.134960
Poor
No
Monthly
Condo
3,137
35,211
41
Female
1,544
Divorced
null
Bachelor's
Employed
29.29069
Suburban
Premium
2
12
736
5
2021-05-24 15:21:39.286113
Average
No
Rarely
Apartment
816
35,212
32
Male
29,113
Married
4
Bachelor's
null
28.846264
Urban
Basic
0
19
577
7
2019-12-05 15:21:39.205850
Average
Yes
Weekly
House
628
35,213
26
Female
5,838
Single
0
High School
null
36.171328
Urban
Premium
0
5
493
5
2019-12-03 15:21:39.155231
Poor
No
Rarely
Condo
571
35,214
57
Male
24,706
Single
3
PhD
null
12.28224
Urban
Premium
0
0
456
6
2024-01-17 15:21:39.155231
Good
Yes
Rarely
House
2,427
35,215
34
Female
8,711
Divorced
1
PhD
Employed
26.695844
Rural
Comprehensive
null
5
394
8
2020-03-28 15:21:39.093681
Poor
No
Monthly
Condo
1,040
35,216
24
Female
4,819
Married
0
PhD
Employed
17.460868
Urban
Premium
0
2
663
8
2022-07-14 15:21:39.228521
null
Yes
Daily
Condo
1,593
35,217
46
Female
4,254
Married
4
Bachelor's
null
17.918695
Suburban
Comprehensive
1
13
729
1
2024-06-29 15:21:39.288099
Poor
No
Weekly
House
258
35,218
27
Male
46,013
Divorced
4
High School
Unemployed
38.283253
Rural
Comprehensive
2
3
697
7
2022-10-31 15:21:39.278402
Average
Yes
Daily
House
4,077
35,219
45
Female
45,677
Married
4
PhD
null
3.509467
Suburban
Comprehensive
null
3
786
4
2020-11-22 15:21:39.260856
Average
No
Daily
House
473
35,220
28
Male
43,482
Divorced
3
Master's
Self-Employed
28.977647
Suburban
Basic
null
4
486
4
2020-03-12 15:21:39.237118
Average
Yes
Monthly
House
518
35,221
62
Female
498
Divorced
0
PhD
Unemployed
13.554888
Suburban
Comprehensive
null
15
561
8
2020-05-08 15:21:39.143708
Good
No
Monthly
House
3,567
35,222
48
Female
93,948
Divorced
2
Master's
Unemployed
13.847983
Rural
Premium
2
10
709
7
2021-11-18 15:21:39.120168
Good
Yes
Weekly
House
2,094
35,223
24
Female
14,963
Single
0
Master's
null
40.287661
Urban
Basic
0
4
787
9
2021-12-11 15:21:39.232526
Poor
No
Daily
Apartment
1,318
35,224
42
Male
7,791
Single
3
PhD
null
43.922399
Rural
Basic
1
19
689
5
2020-08-21 15:21:39.175719
Poor
No
Daily
Apartment
1,622
35,225
26
Female
16,274
Married
4
PhD
Unemployed
null
Suburban
Comprehensive
null
8
461
8
2022-03-05 15:21:39.134960
Average
No
Weekly
House
1,015
35,226
22
Male
7,856
Single
null
High School
Self-Employed
38.823767
Rural
Basic
1
9
781
3
2022-08-14 15:21:39.259788
null
No
Daily
Apartment
1,072
35,227
33
Female
136,576
Married
4
Bachelor's
Unemployed
24.121746
Suburban
Premium
1
3
506
8
2022-04-17 15:21:39.259788
Average
Yes
Weekly
Condo
1,879
35,228
26
Male
114,498
Divorced
0
Bachelor's
Employed
25.611392
Urban
Basic
null
18
696
1
2023-01-05 15:21:39.092127
Poor
No
Daily
Apartment
394
35,229
56
Female
17,069
Married
2
High School
Self-Employed
45.097558
Rural
Premium
1
15
674
6
2019-09-19 15:21:39.176717
Average
Yes
Daily
Condo
776
35,230
18
Male
24,872
Married
0
High School
Unemployed
10.886966
Rural
Premium
null
6
670
7
2023-10-22 15:21:39.192212
Average
Yes
Monthly
House
1,799
35,231
49
Female
1,368
Divorced
1
PhD
Self-Employed
49.262826
Rural
Basic
1
13
490
6
2021-02-28 15:21:39.180553
Average
Yes
Daily
House
1,706
35,232
61
Male
10,039
Single
2
High School
Unemployed
15.867677
Urban
Comprehensive
0
17
718
7
2021-11-11 15:21:39.132191
Good
No
Daily
Condo
774
35,233
49
Female
3,537
Married
2
Master's
Employed
13.812668
Suburban
Premium
1
17
785
1
2019-11-12 15:21:39.237118
Poor
No
Daily
Apartment
832
35,234
24
Male
36,397
Single
null
PhD
null
24.547894
Rural
Basic
1
17
849
1
2023-01-23 15:21:39.270454
Good
No
Daily
Condo
1,998
35,235
24
Male
2,558
Divorced
3
PhD
Self-Employed
null
Rural
Basic
1
13
695
4
2020-08-26 15:21:39.176717
Average
No
Monthly
Apartment
581
35,236
44
Male
3,196
Married
2
High School
Unemployed
49.487539
Rural
Premium
2
15
603
7
2023-02-14 15:21:39.230483
Poor
No
Daily
Apartment
495
35,237
53
Male
12,097
Divorced
2
PhD
Employed
43.086842
Urban
Premium
1
3
566
5
2022-05-27 15:21:39.194829
Good
No
Daily
House
1,245
35,238
42
Female
74,554
Single
1
High School
null
7.817487
Urban
Premium
0
16
null
7
2021-11-29 15:21:39.134960
Average
Yes
Rarely
Apartment
286
35,239
33
Female
16,072
Single
3
Master's
Unemployed
29.153684
Rural
Comprehensive
null
6
561
3
2022-10-13 15:21:39.165120
null
Yes
Rarely
House
1,403
35,240
37
Female
38,336
Divorced
2
High School
Unemployed
41.262599
Rural
Premium
2
4
null
7
2022-12-09 15:21:39.128286
Average
Yes
Daily
Apartment
236
35,241
34
Female
12,894
Single
3
Master's
Self-Employed
25.420095
Urban
Premium
0
14
673
5
2024-03-17 15:21:39.155231
Average
Yes
Monthly
Apartment
1,588
35,242
47
Male
18,671
Divorced
1
High School
Employed
33.574314
Rural
Premium
0
1
514
3
2019-11-13 15:21:39.081504
Poor
Yes
Monthly
House
1,128
35,243
59
Male
103,628
Single
0
Master's
Employed
14.275789
Rural
Premium
1
15
390
5
2021-04-25 15:21:39.171102
null
No
Weekly
Apartment
961
35,244
57
Female
19,707
Married
null
High School
Self-Employed
22.23185
Urban
Premium
null
18
707
2
2020-02-01 15:21:39.204201
Average
Yes
Rarely
Condo
2,149
35,245
23
Female
17,663
Divorced
1
High School
Employed
25.09336
Suburban
Basic
0
19
787
9
2024-03-28 15:21:39.155231
Good
Yes
Rarely
Condo
1,117
35,246
56
Male
7,073
Single
1
Master's
Employed
25.136412
Suburban
Premium
0
4
831
9
2021-06-18 15:21:39.226954
Good
No
Rarely
Apartment
774
35,247
null
Female
38,285
Single
2
High School
null
null
Suburban
Basic
0
3
653
1
2023-08-24 15:21:39.222387
Average
No
Weekly
Condo
2,338
35,248
24
Male
141,653
Single
null
Bachelor's
Unemployed
18.624966
Urban
Premium
null
11
367
3
2019-08-17 15:21:39.134960
Poor
No
Monthly
Condo
548
35,249
47
Male
26,883
Single
1
PhD
Self-Employed
22.50968
Urban
Basic
0
14
807
8
2023-12-23 15:21:39.181605
Poor
Yes
Rarely
Condo
671
35,250
45
Female
566
Single
4
High School
Unemployed
5.067804
Urban
Basic
2
12
759
5
2019-08-20 15:21:39.220389
Average
No
Daily
House
1,465
35,251
49
Male
24,299
Single
2
Bachelor's
Self-Employed
43.59522
Urban
Premium
null
6
720
5
2021-05-27 15:21:39.280784
Good
No
Weekly
House
514
35,252
42
Male
3,116
Divorced
4
Master's
Employed
24.829057
Rural
Comprehensive
3
11
759
7
2020-10-24 15:21:39.261856
Poor
Yes
Weekly
Apartment
1,236
35,253
56
Female
11,751
Married
4
Bachelor's
Self-Employed
38.068236
Urban
Premium
0
18
698
2
2022-10-08 15:21:39.202448
null
Yes
Weekly
Condo
713
35,254
38
Male
49,023
Single
null
Master's
Unemployed
27.724927
Suburban
Comprehensive
0
1
444
4
2023-04-14 15:21:39.223901
Poor
No
Daily
Condo
254
35,255
42
Male
16,196
Divorced
3
Master's
Self-Employed
9.846166
Suburban
Premium
null
2
541
1
2022-03-24 15:21:39.092127
Good
Yes
Monthly
House
1,258
35,256
42
Male
4,437
Married
0
PhD
Self-Employed
7.730426
Suburban
Premium
null
1
489
6
2022-10-01 15:21:39.155231
Average
Yes
Monthly
Apartment
977
35,257
21
Female
61,281
Married
3
High School
Self-Employed
21.371319
Urban
Premium
null
0
336
6
2023-06-01 15:21:39.134960
Average
Yes
Rarely
Apartment
619
35,258
46
Male
19,486
Married
1
Bachelor's
Self-Employed
37.235874
Suburban
Comprehensive
2
18
555
3
2019-10-30 15:21:39.216387
Good
Yes
Rarely
Condo
286
35,259
59
Female
22,836
Married
4
Bachelor's
null
13.144969
Urban
Premium
null
10
399
7
2019-12-31 15:21:39.235012
Average
Yes
Weekly
Condo
1,290
35,260
45
Male
59
Single
2
High School
null
36.266616
Urban
Premium
null
4
644
7
2021-03-07 15:21:39.231531
Poor
No
Monthly
Condo
1,294
35,261
29
Male
30,983
Single
null
Bachelor's
null
44.848267
Rural
Premium
1
16
692
5
2020-01-14 15:21:39.155231
Good
Yes
Rarely
Condo
652
35,262
53
Male
17,078
Divorced
1
PhD
Employed
14.491146
Urban
Premium
0
18
744
4
2019-12-05 15:21:39.126661
Poor
Yes
Daily
House
561
35,263
54
Male
17,609
Single
0
Bachelor's
Unemployed
41.858108
Urban
Basic
null
9
559
2
2021-07-05 15:21:39.125660
Good
Yes
Rarely
House
984
35,264
30
Female
5,836
Single
1
Bachelor's
Employed
6.013713
Urban
Basic
null
5
319
1
2020-01-21 15:21:39.181605
null
Yes
Rarely
House
2,386
35,265
38
Female
56,975
Divorced
1
High School
null
36.627423
Suburban
Premium
0
9
569
2
2021-11-21 15:21:39.185215
Poor
Yes
Weekly
Apartment
240
35,266
null
Male
113,034
Divorced
4
Master's
null
6.836805
Suburban
Basic
null
17
379
7
2022-08-01 15:21:39.143708
Good
No
Monthly
Apartment
827
35,267
55
Male
15,866
Divorced
null
High School
null
16.471866
Rural
Comprehensive
0
4
756
2
2019-12-04 15:21:39.155231
Good
Yes
Daily
Condo
837
35,268
56
Male
44,940
Single
1
Master's
Employed
17.929018
Urban
Premium
1
14
528
8
2022-02-01 15:21:39.134960
Good
No
Daily
Apartment
612
35,269
23
Male
12,495
Married
3
High School
Unemployed
13.03384
Urban
Comprehensive
2
2
423
6
2020-03-05 15:21:39.154008
Good
No
Monthly
Apartment
1,091
35,270
21
Male
614
Married
4
PhD
Self-Employed
null
Suburban
Basic
0
5
571
3
2023-06-18 15:21:39.222387
Good
No
Rarely
Apartment
956
35,271
53
Male
29,862
Divorced
null
High School
null
43.258856
Rural
Comprehensive
1
3
799
9
2021-01-05 15:21:39.155231
Average
No
Daily
Condo
1,187
35,272
39
Male
26,009
Married
null
Bachelor's
Self-Employed
25.786588
Urban
Basic
1
10
734
9
2022-02-03 15:21:39.134960
Poor
Yes
Monthly
Apartment
26
35,273
26
Male
30,444
Single
1
Bachelor's
Employed
36.814159
Urban
Basic
2
15
null
2
2024-04-23 15:21:39.237118
Good
Yes
Weekly
Apartment
1,203
35,274
22
Male
17,058
Single
1
PhD
Unemployed
25.121875
Urban
Comprehensive
0
6
581
4
2021-03-30 15:21:39.155231
Average
Yes
Rarely
Condo
1,069
35,275
44
Female
4,825
Divorced
0
Bachelor's
Self-Employed
15.982348
Rural
Comprehensive
null
12
662
5
2022-06-02 15:21:39.202448
Average
Yes
Daily
Condo
3,529
35,276
62
Female
29,042
Married
2
Bachelor's
Unemployed
9.881935
Rural
Basic
1
2
null
5
2023-05-25 15:21:39.280784
Good
No
Monthly
Condo
1,739
35,277
49
Female
1,083
Married
1
PhD
null
5.442725
Suburban
Basic
null
12
435
3
2020-10-12 15:21:39.237118
Poor
Yes
Daily
House
49
35,278
null
Female
12,984
Single
2
Bachelor's
Employed
null
Urban
Basic
1
12
515
3
2023-03-23 15:21:39.190215
Poor
Yes
Monthly
Apartment
940
35,279
20
Female
133,317
Single
1
Master's
null
5.986809
Rural
Premium
null
3
642
2
2021-01-19 15:21:39.145732
Average
No
Daily
Apartment
49
35,280
33
Female
26,118
Divorced
3
Master's
Unemployed
30.516626
Rural
Basic
2
2
368
5
2022-12-03 15:21:39.276901
Poor
No
Rarely
House
1,374
35,281
54
Female
56,416
Married
1
Bachelor's
Self-Employed
10.164932
Rural
Basic
null
1
411
1
2021-12-24 15:21:39.134960
null
Yes
Rarely
House
744
35,282
61
Female
18,116
Divorced
4
Master's
Unemployed
25.982316
Rural
Premium
3
15
828
6
2023-03-13 15:21:39.272456
Good
Yes
Weekly
Apartment
2,657
35,283
38
Female
34,425
Married
0
Bachelor's
Unemployed
31.886597
Suburban
Comprehensive
0
2
751
1
2023-06-27 15:21:39.095696
Average
Yes
Daily
Apartment
716
35,284
38
Male
25,168
Divorced
0
Master's
Self-Employed
5.913207
Suburban
Comprehensive
0
5
607
1
2021-04-15 15:21:39.285112
Average
Yes
Rarely
Apartment
706
35,285
54
Female
2,088
Single
1
High School
null
null
Urban
Premium
0
11
635
1
2022-03-08 15:21:39.132191
Poor
No
Monthly
Apartment
1,583
35,286
58
Male
2,412
Single
0
PhD
Unemployed
35.439775
Rural
Premium
2
8
null
4
2020-11-14 15:21:39.091080
Average
No
Monthly
Condo
1,625
35,287
51
Female
1,496
Divorced
3
High School
Employed
37.782467
Rural
Basic
2
1
817
7
2020-09-14 15:21:39.155231
Average
Yes
Daily
House
3,027
35,288
34
Female
18,628
Divorced
2
PhD
Unemployed
24.002069
Urban
Premium
2
19
722
2
2023-09-22 15:21:39.226954
Poor
No
Weekly
House
235
35,289
28
Female
15,109
Married
3
Master's
null
null
Suburban
Basic
null
7
842
1
2023-03-21 15:21:39.263607
Good
Yes
Daily
Apartment
566
35,290
42
Female
45,149
Divorced
0
Master's
null
34.477602
Rural
Comprehensive
1
0
787
2
2020-11-14 15:21:39.095696
Good
Yes
Rarely
House
749
35,291
39
Male
null
Single
0
PhD
Unemployed
32.371558
Rural
Basic
1
10
427
4
2023-11-17 15:21:39.193945
Average
No
Monthly
Apartment
2,141
35,292
35
Male
45,907
Divorced
0
PhD
null
36.092267
Suburban
Comprehensive
null
17
null
3
2022-11-15 15:21:39.237118
Average
Yes
Daily
House
916
35,293
28
Female
47,410
Divorced
0
PhD
Unemployed
32.966805
Rural
Premium
1
4
431
6
2021-08-09 15:21:39.253660
Good
Yes
Weekly
House
1,713
35,294
23
Female
121,447
Married
4
High School
Self-Employed
25.56651
Suburban
Comprehensive
2
3
347
3
2020-02-23 15:21:39.217387
Poor
Yes
Daily
Apartment
562
35,295
50
Female
14,094
Married
0
Bachelor's
Self-Employed
36.01014
Rural
Comprehensive
0
17
792
7
2019-10-30 15:21:39.149731
Poor
Yes
Weekly
Condo
1,172
35,296
44
Male
33,177
Divorced
null
PhD
null
27.573569
Suburban
Basic
0
5
730
8
2021-10-28 15:21:39.282785
Good
Yes
Daily
Condo
1,045
35,297
41
Female
10,068
Single
4
PhD
null
18.49778
Rural
Premium
null
18
null
8
2023-09-08 15:21:39.285112
null
No
Weekly
Apartment
20
35,298
55
Male
1,214
Single
1
Bachelor's
Employed
29.065772
Rural
Basic
2
0
478
2
2021-04-07 15:21:39.134960
Average
Yes
Weekly
Apartment
589
35,299
64
Female
909
Single
4
PhD
Self-Employed
30.534405
Urban
Basic
2
16
575
4
2022-10-28 15:21:39.093681
Poor
Yes
Daily
House
1,106