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
43,200
32
Female
16,097
Married
3
Bachelor's
Employed
12.82816
Rural
Premium
2
2
449
2
2020-08-12 15:21:39.230483
Average
Yes
Monthly
House
491
43,201
23
Female
30,260
Married
null
Master's
Employed
25.856203
Rural
Comprehensive
null
13
null
2
2022-12-09 15:21:39.155231
Good
No
Daily
Condo
854
43,202
56
Male
71,857
Divorced
4
High School
Employed
43.926588
Urban
Basic
1
10
798
8
2022-02-26 15:21:39.223901
Poor
Yes
Daily
House
265
43,203
null
Male
33,717
Married
0
Bachelor's
null
46.782323
Urban
Comprehensive
0
0
801
3
2021-05-29 15:21:39.271453
Average
Yes
Monthly
House
1,716
43,204
39
Female
1,705
Single
0
PhD
Self-Employed
23.824242
Rural
Basic
0
13
474
1
2023-07-20 15:21:39.237118
Average
No
Daily
Condo
476
43,205
19
Male
1,129
Single
2
Bachelor's
null
4.927862
Rural
Premium
null
6
null
3
2022-05-13 15:21:39.223901
null
No
Rarely
Condo
903
43,206
48
Female
53,312
Divorced
2
High School
Unemployed
24.955133
Rural
Premium
null
17
336
8
2023-02-16 15:21:39.230483
Good
Yes
Rarely
Condo
333
43,207
47
Female
10,583
Married
2
Master's
Unemployed
14.159725
Rural
Comprehensive
null
18
793
9
2020-02-26 15:21:39.110557
Average
Yes
Daily
Apartment
944
43,208
29
Female
89,125
Divorced
1
PhD
Employed
48.58206
Urban
Comprehensive
null
8
376
1
2022-02-18 15:21:39.231531
Average
No
Weekly
Apartment
1,625
43,209
49
Female
1,608
Married
4
Master's
Self-Employed
10.049156
Urban
Premium
2
14
782
1
2024-06-17 15:21:39.168099
Good
No
Daily
Condo
2,073
43,210
38
Male
66,482
Divorced
2
Bachelor's
Unemployed
12.471264
Urban
Premium
null
12
308
7
2020-05-06 15:21:39.134960
Average
No
Daily
Apartment
2,801
43,211
18
Female
108,536
Single
1
Bachelor's
Unemployed
36.884168
Urban
Comprehensive
3
15
720
9
2022-02-09 15:21:39.155231
Average
No
Rarely
House
2,392
43,212
45
Male
17,086
Single
null
Bachelor's
Unemployed
20.839165
Urban
Comprehensive
0
14
757
7
2022-04-04 15:21:39.134960
Poor
No
Monthly
Apartment
2,948
43,213
40
Male
7,530
Single
0
Bachelor's
Unemployed
12.37421
Suburban
Basic
null
5
831
8
2023-05-30 15:21:39.265513
Average
Yes
Monthly
Condo
927
43,214
56
Female
null
Divorced
3
Bachelor's
Unemployed
15.967483
Suburban
Comprehensive
1
7
420
9
2023-08-18 15:21:39.144722
Poor
No
Daily
Apartment
538
43,215
56
Male
8,098
Single
3
High School
Employed
14.788452
Rural
Premium
null
10
567
3
2023-12-10 15:21:39.282785
Average
No
Daily
House
1,203
43,216
54
Female
5,079
Single
0
High School
Self-Employed
25.292378
Rural
Comprehensive
null
9
668
1
2024-02-11 15:21:39.237118
Poor
No
Daily
House
664
43,217
26
Male
13,935
Married
4
High School
Employed
19.292551
Urban
Comprehensive
0
14
461
4
2023-08-12 15:21:39.206847
Good
No
Weekly
House
1,139
43,218
22
Male
1,098
Divorced
3
Bachelor's
Employed
11.811542
Urban
Basic
0
17
581
1
2022-09-01 15:21:39.134960
Good
Yes
Daily
Apartment
24
43,219
45
Female
9,058
Married
3
Bachelor's
Self-Employed
26.572373
Urban
Basic
null
15
772
1
2023-03-05 15:21:39.155231
Poor
Yes
Monthly
Apartment
484
43,220
null
Male
816
Single
null
Master's
Employed
30.258433
Rural
Basic
2
6
558
5
2023-08-09 15:21:39.134960
Good
Yes
Daily
Condo
563
43,221
58
Male
40,802
Married
4
Bachelor's
Unemployed
24.240731
Rural
Basic
0
16
444
7
2021-05-30 15:21:39.192212
Poor
No
Monthly
Apartment
1,514
43,222
23
Male
989
Divorced
4
PhD
null
null
Suburban
Comprehensive
1
2
511
9
2023-11-19 15:21:39.237118
Good
Yes
Monthly
Condo
668
43,223
49
Male
26,263
Single
3
PhD
null
43.813337
Suburban
Comprehensive
0
15
548
5
2020-06-04 15:21:39.155231
Poor
Yes
Daily
Apartment
622
43,224
62
Male
null
Divorced
2
PhD
null
12.702905
Rural
Premium
1
12
484
8
2024-07-06 15:21:39.233485
Good
Yes
Daily
Condo
40
43,225
57
Male
null
Married
3
High School
Unemployed
33.29298
Suburban
Comprehensive
1
15
412
6
2019-09-22 15:21:39.172097
Good
No
Daily
Apartment
2,716
43,226
44
Female
35,205
Married
0
High School
Unemployed
35.89216
Rural
Basic
2
7
834
3
2022-01-30 15:21:39.126661
Poor
Yes
Weekly
Condo
2,407
43,227
50
Female
23,981
Divorced
1
PhD
null
10.82251
Suburban
Comprehensive
null
6
569
8
2023-02-27 15:21:39.281787
Average
Yes
Daily
Apartment
110
43,228
30
Male
27,983
Single
1
Bachelor's
Unemployed
33.168771
Urban
Comprehensive
1
1
686
7
2021-08-22 15:21:39.134960
Average
No
Weekly
Apartment
565
43,229
28
Female
74,583
Married
3
Master's
Unemployed
30.973153
Urban
Basic
0
2
430
1
2020-02-14 15:21:39.252145
Good
No
Weekly
House
507
43,230
40
Male
44,973
Married
1
PhD
null
23.859596
Urban
Premium
0
19
817
3
2024-08-11 15:21:39.134960
Average
Yes
Monthly
Condo
733
43,231
38
Female
13,198
Married
null
Bachelor's
Employed
19.9734
Urban
Premium
3
18
582
9
2020-09-25 15:21:39.270454
Good
No
Daily
House
964
43,232
25
Male
103,761
Single
4
High School
Self-Employed
49.817357
Urban
Basic
null
12
466
6
2019-09-13 15:21:39.134960
Good
No
Monthly
House
1,784
43,233
44
Female
94,799
Divorced
2
Master's
Employed
45.836335
Rural
Comprehensive
1
4
564
9
2022-10-30 15:21:39.132191
Good
Yes
Weekly
Apartment
182
43,234
null
Male
3,712
Divorced
2
High School
null
24.583308
Suburban
Basic
null
10
577
2
2021-03-14 15:21:39.194829
Good
Yes
Rarely
Condo
129
43,235
54
Male
16,897
Divorced
2
Master's
Self-Employed
8.859381
Rural
Premium
null
1
null
7
2022-09-07 15:21:39.280784
Average
Yes
Daily
Condo
27
43,236
26
Male
18,216
Married
3
PhD
Employed
null
Urban
Premium
null
15
778
8
2020-03-16 15:21:39.197445
Average
No
Weekly
Condo
1,859
43,237
44
Female
77,982
Single
4
High School
Self-Employed
21.797869
Rural
Premium
2
3
316
3
2022-06-26 15:21:39.179186
Average
Yes
Weekly
Condo
934
43,238
59
Male
null
Married
4
Master's
Unemployed
17.976703
Urban
Comprehensive
0
12
433
3
2024-04-05 15:21:39.205850
Good
No
Rarely
House
470
43,239
46
Male
20,644
Married
3
Master's
null
35.642036
Urban
Basic
1
5
673
7
2022-11-22 15:21:39.263607
Poor
No
Rarely
House
131
43,240
40
Male
16,084
Divorced
2
PhD
null
12.744679
Rural
Premium
null
5
601
2
2021-11-22 15:21:39.172097
Good
Yes
Monthly
Apartment
150
43,241
57
Male
35,200
Married
4
Master's
Unemployed
25.812579
Urban
Comprehensive
1
12
511
1
2020-05-26 15:21:39.134960
Poor
No
Monthly
Condo
781
43,242
27
Male
63,316
Married
null
High School
null
11.553948
Urban
Basic
1
9
371
1
2020-11-04 15:21:39.155231
Poor
Yes
Monthly
House
1,054
43,243
43
Female
16,862
Divorced
null
Master's
null
34.290216
Suburban
Comprehensive
1
3
391
6
2019-11-23 15:21:39.191219
Average
No
Rarely
Condo
638
43,244
48
Female
623
Married
0
Master's
null
null
Rural
Basic
null
19
683
4
2023-06-05 15:21:39.250151
Average
No
Daily
Apartment
1,174
43,245
28
Male
20,344
Married
2
High School
Employed
8.091729
Urban
Comprehensive
null
16
346
3
2021-12-28 15:21:39.215386
Average
No
Daily
Apartment
2,798
43,246
19
Female
null
Married
4
Bachelor's
Unemployed
17.826106
Rural
Basic
1
5
727
2
2022-10-24 15:21:39.086123
Good
No
Monthly
House
391
43,247
51
Male
29,389
null
2
PhD
Employed
19.414311
Urban
Premium
1
13
705
3
2020-10-01 15:21:39.132191
Good
Yes
Weekly
House
1,042
43,248
64
Female
63,179
Single
3
Bachelor's
Unemployed
40.324036
Rural
Comprehensive
2
12
522
1
2021-06-19 15:21:39.224915
Poor
Yes
Rarely
Apartment
59
43,249
49
Male
45,426
Divorced
null
High School
null
24.628433
Suburban
Comprehensive
null
19
487
4
2019-10-27 15:21:39.289099
Average
Yes
Monthly
Condo
4,441
43,250
34
Male
18,340
Married
3
Bachelor's
Employed
13.639736
Rural
Premium
null
7
476
9
2022-09-03 15:21:39.151732
Average
Yes
Rarely
House
928
43,251
60
Male
21,875
Single
2
PhD
Employed
25.077793
Suburban
Comprehensive
2
12
342
1
2020-06-19 15:21:39.289099
Good
Yes
Weekly
House
2,174
43,252
19
Male
74,850
Married
4
Master's
Self-Employed
12.012501
Rural
Comprehensive
0
3
668
6
2022-07-04 15:21:39.155231
null
No
Rarely
Condo
2,264
43,253
41
Female
43,030
Divorced
4
PhD
Unemployed
28.816589
Suburban
Comprehensive
2
17
null
1
2020-12-20 15:21:39.155231
null
Yes
Daily
House
239
43,254
39
Female
35,781
Single
2
PhD
Self-Employed
42.093261
Suburban
Premium
0
10
490
3
2022-08-08 15:21:39.271453
Good
No
Rarely
Apartment
56
43,255
38
Male
9,071
Single
4
Master's
Unemployed
24.550167
Urban
Basic
null
16
584
8
2023-02-18 15:21:39.281787
Poor
No
Monthly
Condo
688
43,256
43
Female
27,358
Divorced
2
High School
Unemployed
33.829263
Suburban
Basic
null
2
607
5
2022-01-06 15:21:39.252145
Good
Yes
Monthly
Condo
3,052
43,257
33
Female
40,236
Married
3
PhD
null
20.271473
Rural
Premium
0
4
493
8
2020-02-03 15:21:39.226954
Good
Yes
Rarely
Apartment
1,483
43,258
34
Male
4,707
Divorced
3
Bachelor's
Employed
24.86817
Suburban
Basic
null
17
433
9
2023-02-20 15:21:39.274993
Good
Yes
Daily
House
1,355
43,259
47
Male
3,465
Married
3
PhD
Self-Employed
null
Urban
Premium
1
13
613
2
2021-04-01 15:21:39.088124
Average
No
Weekly
Condo
761
43,260
45
Female
49,528
Divorced
2
Bachelor's
Self-Employed
33.849145
Rural
Basic
3
2
755
2
2024-06-06 15:21:39.282785
null
Yes
Rarely
Condo
642
43,261
19
Male
35,643
Divorced
2
Bachelor's
Self-Employed
19.869423
Urban
Comprehensive
null
5
699
8
2020-07-14 15:21:39.134960
Average
No
Daily
Condo
906
43,262
25
Female
61,442
Married
4
PhD
Employed
45.168717
Suburban
Premium
null
10
797
5
2023-10-31 15:21:39.188220
null
No
Monthly
House
49
43,263
36
Male
18,307
Divorced
3
High School
Unemployed
40.292376
Rural
Comprehensive
null
1
682
3
2024-01-26 15:21:39.245086
Average
Yes
Monthly
Apartment
1,426
43,264
30
Female
94,950
Single
1
Bachelor's
Self-Employed
22.972123
Suburban
Premium
0
4
371
1
2021-03-25 15:21:39.202448
Average
Yes
Weekly
Condo
604
43,265
62
Female
17,155
Divorced
0
PhD
null
46.481185
Urban
Basic
2
5
598
2
2023-11-06 15:21:39.207847
Good
No
Daily
Apartment
1,614
43,266
53
Female
18,529
Married
3
PhD
Self-Employed
28.351465
Urban
Premium
0
17
625
6
2019-08-30 15:21:39.115178
Average
No
Rarely
House
31
43,267
59
Male
3,729
Single
3
Bachelor's
Self-Employed
23.834999
Suburban
Premium
null
7
463
8
2021-05-24 15:21:39.244069
Average
No
Rarely
House
1,740
43,268
64
Female
36,287
Divorced
3
PhD
Unemployed
16.814041
Suburban
Comprehensive
0
2
477
4
2023-07-19 15:21:39.134960
Poor
Yes
Daily
Condo
3,080
43,269
39
Female
120,814
Married
4
Bachelor's
Self-Employed
40.966571
Suburban
Basic
2
17
837
6
2019-12-25 15:21:39.290098
Average
Yes
Rarely
Apartment
50
43,270
19
Female
29,077
Single
4
High School
Employed
29.845786
Suburban
Comprehensive
0
0
575
7
2023-03-25 15:21:39.134960
Average
No
Monthly
Apartment
1,090
43,271
33
Male
16,862
Divorced
3
PhD
null
49.256776
Suburban
Premium
1
0
778
3
2021-03-21 15:21:39.236064
Average
Yes
Weekly
Condo
967
43,272
24
Female
44,762
Divorced
1
Master's
Unemployed
12.853453
Suburban
Basic
null
5
694
5
2020-02-08 15:21:39.173834
Poor
No
Daily
Apartment
171
43,273
21
Male
92,172
Married
2
High School
Employed
16.520188
Rural
Basic
null
13
793
1
2021-05-23 15:21:39.133866
Average
No
Monthly
House
92
43,274
59
Male
75,353
Divorced
0
Bachelor's
null
39.272414
Suburban
Comprehensive
1
8
474
5
2023-08-27 15:21:39.177724
Poor
Yes
Weekly
House
30
43,275
28
Male
24,249
Single
2
High School
null
49.764496
Suburban
Premium
0
2
718
3
2021-04-30 15:21:39.167099
Poor
No
Rarely
Apartment
2,161
43,276
56
Female
35,501
Divorced
4
PhD
null
12.87213
Suburban
Basic
null
8
492
4
2023-07-03 15:21:39.235012
Average
No
Monthly
Condo
2,094
43,277
60
Male
113,665
Married
1
PhD
Employed
28.926764
Suburban
Premium
null
19
null
2
2022-04-02 15:21:39.230483
Good
No
Daily
Condo
136
43,278
27
Female
9,529
Married
3
Master's
null
51.746293
Suburban
Comprehensive
null
14
692
6
2022-04-27 15:21:39.084065
Average
No
Rarely
Apartment
1,407
43,279
54
Female
6,892
Divorced
2
High School
null
33.823222
Suburban
Basic
1
11
647
8
2023-08-16 15:21:39.147735
Poor
Yes
Rarely
Condo
586
43,280
61
Female
3,546
Single
1
High School
Self-Employed
25.154762
Urban
Basic
2
6
827
6
2024-02-18 15:21:39.096739
Good
No
Weekly
Condo
939
43,281
44
Male
13,135
Married
null
PhD
Employed
34.715276
Suburban
Premium
1
9
463
9
2021-09-05 15:21:39.098696
Average
No
Rarely
Condo
2,156
43,282
38
Male
66,514
Married
2
PhD
Unemployed
34.478503
Rural
Basic
null
8
832
9
2021-08-13 15:21:39.183598
null
Yes
Weekly
Apartment
293
43,283
33
Female
null
Single
0
Bachelor's
null
22.082201
Urban
Premium
null
2
318
2
2024-01-08 15:21:39.123711
Average
Yes
Weekly
House
662
43,284
19
Male
99,717
Single
4
Master's
Unemployed
38.513623
Suburban
Basic
1
12
642
4
2021-09-06 15:21:39.134960
Good
No
Rarely
Condo
152
43,285
20
Female
3,157
Single
4
Bachelor's
null
10.162631
Suburban
Comprehensive
3
2
null
2
2023-11-05 15:21:39.128286
Good
No
Weekly
Apartment
4,017
43,286
26
Male
null
Married
4
PhD
Unemployed
32.867349
Suburban
Premium
1
5
393
3
2020-08-23 15:21:39.237118
Average
Yes
Weekly
Condo
1,314
43,287
27
Male
87,868
Divorced
2
PhD
Self-Employed
21.788116
Urban
Comprehensive
null
16
323
1
2021-04-28 15:21:39.166062
Good
Yes
Daily
Apartment
3,535
43,288
48
Female
52,499
Single
0
High School
null
12.457984
Rural
Basic
2
2
null
2
2023-04-14 15:21:39.288099
Good
Yes
Weekly
House
327
43,289
51
Female
16,432
Married
2
Bachelor's
Unemployed
38.141308
Rural
Premium
null
17
null
3
2023-07-27 15:21:39.237118
null
No
Rarely
House
1,287
43,290
38
Male
19,472
Married
3
PhD
null
36.331147
Suburban
Premium
null
8
617
4
2023-02-07 15:21:39.260856
Average
No
Monthly
House
391
43,291
40
Male
null
Divorced
2
Master's
null
25.773452
Rural
Comprehensive
4
12
382
8
2020-01-16 15:21:39.134960
Good
Yes
Monthly
Condo
798
43,292
46
Female
34,374
Single
1
PhD
Employed
32.336035
Suburban
Premium
0
6
431
1
2023-07-20 15:21:39.261856
null
No
Daily
Condo
1,415
43,293
50
Female
43,798
Married
0
PhD
Self-Employed
22.944017
Rural
Basic
0
16
641
2
2024-06-23 15:21:39.120168
Average
Yes
Monthly
House
724
43,294
52
Female
6,098
Married
0
High School
Self-Employed
31.364062
Urban
Comprehensive
null
2
362
6
2023-02-06 15:21:39.090124
Average
Yes
Rarely
House
745
43,295
24
Female
1,428
Single
null
PhD
null
12.105601
Suburban
Basic
2
3
841
9
2024-03-30 15:21:39.279729
Average
Yes
Monthly
Condo
740
43,296
27
Male
15,458
Married
1
High School
null
15.098166
Suburban
Comprehensive
0
16
821
4
2021-10-15 15:21:39.132191
Average
Yes
Monthly
Condo
651
43,297
28
Female
5,905
Divorced
0
Bachelor's
Self-Employed
24.018716
Urban
Premium
2
12
null
9
2022-03-07 15:21:39.237118
Poor
No
Rarely
Condo
2,341
43,298
36
Female
37,882
Single
2
PhD
Unemployed
15.93959
Suburban
Premium
null
17
578
8
2023-10-13 15:21:39.274993
Average
No
Monthly
Apartment
2,717
43,299
47
Female
28,207
Divorced
4
Bachelor's
Unemployed
40.883292
Urban
Basic
1
18
534
8
2020-05-03 15:21:39.134960
Average
No
Daily
Apartment
986