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
20,200
42
Male
5,629
Divorced
0
Bachelor's
Self-Employed
12.84365
Rural
Basic
0
1
663
6
2020-10-27 15:21:39.171102
Average
Yes
Weekly
Apartment
785
20,201
40
Male
7,086
Divorced
null
Bachelor's
Employed
6.965842
Suburban
Comprehensive
null
16
744
6
2023-06-12 15:21:39.222387
Poor
No
Weekly
Apartment
476
20,202
42
Male
38,963
Single
1
Master's
null
39.878688
Rural
Basic
0
19
461
2
2023-01-08 15:21:39.155231
Average
Yes
Rarely
Condo
2,658
20,203
62
Female
29,702
Married
4
High School
Self-Employed
null
Urban
Basic
1
15
578
3
2022-08-29 15:21:39.155231
Good
Yes
Monthly
Apartment
899
20,204
63
Female
1,007
Single
2
Bachelor's
null
26.067779
Urban
Premium
2
11
null
6
2019-12-25 15:21:39.172097
Average
No
Weekly
House
478
20,205
39
Female
27,429
Single
2
Master's
null
40.427465
Suburban
Comprehensive
2
9
687
1
2020-01-15 15:21:39.283783
Good
Yes
Daily
Condo
143
20,206
34
Male
50,739
Single
1
PhD
Self-Employed
18.06819
Suburban
Premium
0
4
497
9
2023-08-10 15:21:39.215386
Average
No
Monthly
Condo
69
20,207
21
Male
146,544
Single
0
PhD
Self-Employed
51.623839
Urban
Premium
1
19
585
8
2020-03-28 15:21:39.207847
Average
Yes
Rarely
Condo
2,522
20,208
62
Female
57,874
Divorced
4
PhD
null
25.977762
Suburban
Premium
null
3
456
8
2022-12-18 15:21:39.168099
Poor
Yes
Rarely
Apartment
939
20,209
18
Male
59
Divorced
3
Bachelor's
Employed
44.311788
Urban
Basic
0
17
506
6
2023-03-23 15:21:39.199447
Poor
No
Monthly
Apartment
2,850
20,210
38
Male
75,101
Single
2
Master's
null
39.176422
Urban
Comprehensive
0
0
626
3
2023-01-07 15:21:39.117183
Good
No
Rarely
Condo
423
20,211
51
Female
90,841
Divorced
2
Bachelor's
null
24.813923
Rural
Premium
1
18
310
4
2022-04-20 15:21:39.134960
Good
Yes
Daily
House
545
20,212
33
Male
44,763
Divorced
0
Bachelor's
null
9.966342
Rural
Basic
null
12
787
7
2023-09-20 15:21:39.250151
Poor
No
Weekly
Condo
926
20,213
null
Female
90,909
Single
3
Master's
Self-Employed
46.177566
Rural
Comprehensive
4
11
575
4
2019-10-05 15:21:39.170099
Average
Yes
Rarely
Condo
966
20,214
58
Male
43,871
Single
3
Master's
null
32.673824
Suburban
Comprehensive
0
7
483
5
2022-12-11 15:21:39.206847
Average
No
Monthly
Apartment
582
20,215
56
Male
20,897
Divorced
4
Bachelor's
Self-Employed
20.948462
Suburban
Comprehensive
0
8
562
8
2022-04-19 15:21:39.155231
Average
No
Rarely
House
1,096
20,216
28
Female
24,997
Married
0
Bachelor's
Unemployed
null
Suburban
Basic
1
11
830
7
2021-05-11 15:21:39.265513
Average
Yes
Weekly
Condo
25
20,217
31
Male
47,492
Single
3
High School
null
30.70482
Suburban
Premium
1
9
577
6
2023-02-08 15:21:39.155231
Average
Yes
Daily
Apartment
249
20,218
18
Male
30,280
Divorced
4
High School
null
11.824194
Urban
Comprehensive
null
16
706
9
2023-09-19 15:21:39.255696
Average
No
Daily
Apartment
945
20,219
25
Female
11,528
Single
0
High School
Employed
20.042185
Suburban
Basic
2
4
731
6
2023-12-07 15:21:39.194829
Average
No
Rarely
Apartment
825
20,220
21
Male
103,669
Divorced
4
PhD
Self-Employed
46.243763
Urban
Premium
2
3
376
4
2021-02-09 15:21:39.132191
Average
Yes
Weekly
House
899
20,221
22
Male
27,755
Married
0
High School
Employed
29.394069
Urban
Comprehensive
0
6
658
2
2020-05-03 15:21:39.134960
Good
Yes
Monthly
Condo
1,020
20,222
21
Female
25,554
Married
0
PhD
null
35.760523
Rural
Comprehensive
null
16
848
8
2024-05-01 15:21:39.178918
Good
No
Daily
House
1,668
20,223
20
Female
3,490
Single
2
High School
null
46.452965
Urban
Premium
1
13
727
8
2019-12-06 15:21:39.207847
Good
No
Rarely
Apartment
1,230
20,224
51
Female
7,093
Divorced
1
Bachelor's
Self-Employed
null
Rural
Premium
0
8
752
8
2021-04-22 15:21:39.155231
Poor
No
Rarely
Condo
1,611
20,225
26
Female
15,886
Divorced
4
PhD
Self-Employed
5.749412
Suburban
Basic
null
2
361
8
2021-03-20 15:21:39.134960
Good
Yes
Daily
House
549
20,226
35
Male
144,836
Divorced
2
Bachelor's
Employed
31.566593
Urban
Basic
null
2
359
7
2022-12-20 15:21:39.116179
Good
No
Daily
House
675
20,227
20
Female
46,616
Divorced
4
Bachelor's
Unemployed
null
Rural
Comprehensive
0
12
607
5
2020-02-28 15:21:39.274993
Good
Yes
Rarely
Condo
48
20,228
25
Male
17,579
Single
2
PhD
Unemployed
22.179033
Urban
Basic
0
7
725
9
2021-01-05 15:21:39.285112
Good
Yes
Daily
House
945
20,229
19
Female
5,257
Divorced
3
Bachelor's
null
20.184631
Suburban
Comprehensive
1
12
null
9
2020-08-12 15:21:39.082499
Good
Yes
Weekly
House
1,209
20,230
29
Male
27,948
Married
3
High School
Employed
7.892697
Rural
Comprehensive
1
13
553
6
2019-10-17 15:21:39.098696
Average
Yes
Rarely
Apartment
253
20,231
61
Male
1,059
Single
2
Bachelor's
Unemployed
24.715976
Rural
Basic
2
19
552
1
2021-02-21 15:21:39.237118
Good
No
Monthly
Apartment
542
20,232
21
Male
14,728
Divorced
3
Master's
Unemployed
11.776032
Suburban
Premium
1
2
828
6
2023-09-03 15:21:39.126661
Good
No
Daily
Condo
27
20,233
47
Male
18,262
Divorced
3
Master's
Self-Employed
14.437948
Suburban
Basic
null
9
829
4
2019-11-20 15:21:39.204790
Poor
No
Monthly
Condo
20
20,234
59
Male
53,987
Married
1
Bachelor's
Unemployed
24.856648
Rural
Basic
1
7
442
4
2021-03-07 15:21:39.134960
Average
Yes
Daily
House
29
20,235
41
Male
20,389
Single
3
Bachelor's
null
29.828287
Urban
Basic
1
7
834
4
2021-01-14 15:21:39.134960
Poor
No
Rarely
Apartment
461
20,236
29
Male
133,413
Divorced
null
Master's
null
50.042365
Rural
Comprehensive
0
2
646
8
2021-10-07 15:21:39.254678
Good
No
Rarely
Apartment
1,965
20,237
19
Male
665
Single
2
Master's
Employed
44.60335
Rural
Comprehensive
2
8
674
6
2022-08-28 15:21:39.168099
Good
No
Monthly
Apartment
806
20,238
30
Female
16,934
Single
0
Master's
Unemployed
37.898018
Suburban
Comprehensive
null
3
null
2
2023-11-09 15:21:39.194829
Poor
Yes
Weekly
House
632
20,239
18
Male
44,625
Single
4
PhD
Self-Employed
17.495854
Suburban
Comprehensive
1
4
602
5
2023-12-16 15:21:39.253660
Good
No
Daily
Apartment
663
20,240
45
Male
28,933
Married
2
Bachelor's
null
39.641928
Rural
Comprehensive
1
5
657
8
2021-06-29 15:21:39.221386
Poor
No
Monthly
Condo
3,111
20,241
32
Female
123,764
null
4
Master's
null
13.185878
Suburban
Basic
null
0
846
2
2021-03-21 15:21:39.266452
Average
Yes
Rarely
Condo
48
20,242
46
Male
24,143
Married
3
Bachelor's
null
21.922102
Urban
Premium
1
14
543
3
2020-05-19 15:21:39.280784
null
No
Daily
House
30
20,243
47
Female
14,248
Divorced
1
Master's
null
7.299537
Suburban
Comprehensive
1
3
777
3
2020-09-21 15:21:39.270454
Poor
No
Rarely
Apartment
169
20,244
23
Male
4,068
Divorced
1
High School
Self-Employed
19.523411
Suburban
Comprehensive
2
0
null
1
2021-04-04 15:21:39.229482
Good
No
Daily
Apartment
514
20,245
null
Female
24,392
Divorced
null
Bachelor's
Self-Employed
35.658826
Suburban
Premium
1
18
492
6
2021-04-05 15:21:39.120168
Good
No
Monthly
House
561
20,246
22
Male
36,182
Divorced
4
PhD
null
13.789629
Rural
Comprehensive
1
12
673
1
2024-02-15 15:21:39.191219
null
No
Weekly
Condo
1,239
20,247
36
Male
null
Divorced
0
Master's
null
20.387839
Suburban
Comprehensive
0
0
336
7
2021-06-13 15:21:39.257696
Poor
No
Weekly
Apartment
675
20,248
44
Female
101,639
Married
3
High School
Employed
16.038415
Suburban
Basic
0
6
428
2
2020-02-25 15:21:39.288099
Poor
Yes
Weekly
Condo
2,318
20,249
58
Female
98,543
Single
3
High School
Employed
50.754094
Urban
Premium
null
17
455
6
2023-07-13 15:21:39.244069
Good
No
Rarely
Apartment
4,154
20,250
44
Male
29,892
Married
3
PhD
Unemployed
45.082595
Urban
Premium
1
5
803
3
2019-12-31 15:21:39.091080
null
Yes
Monthly
Condo
894
20,251
52
Male
27,699
Divorced
3
High School
Unemployed
20.494406
Suburban
Basic
1
5
677
9
2022-01-23 15:21:39.271453
Poor
No
Weekly
House
677
20,252
46
Male
518
Married
0
Bachelor's
Unemployed
19.957194
Suburban
Premium
1
3
446
8
2024-08-01 15:21:39.133866
Poor
Yes
Monthly
Condo
541
20,253
26
Female
132,896
Single
4
High School
Unemployed
null
Urban
Comprehensive
1
7
470
5
2020-05-20 15:21:39.229482
Good
Yes
Weekly
Apartment
961
20,254
null
Male
1,368
Divorced
0
Master's
Unemployed
7.783063
Rural
Premium
0
17
391
3
2021-07-13 15:21:39.113566
Poor
No
Daily
Apartment
963
20,255
54
Female
26,700
Married
2
Master's
null
51.592329
Suburban
Premium
0
14
null
6
2019-12-27 15:21:39.143708
null
No
Daily
Apartment
1,662
20,256
35
Female
4,088
Single
1
Bachelor's
Employed
18.079461
Rural
Comprehensive
1
7
796
6
2020-07-27 15:21:39.152732
Poor
Yes
Monthly
Condo
3,382
20,257
24
Female
44,740
Married
3
High School
Unemployed
25.514836
Suburban
Basic
0
9
538
8
2020-11-06 15:21:39.205850
Good
Yes
Rarely
Condo
1,470
20,258
39
Female
706
Single
2
PhD
Unemployed
16.443367
Urban
Premium
2
12
695
2
2024-08-13 15:21:39.147735
Good
Yes
Daily
House
758
20,259
31
Female
9,993
Single
3
Bachelor's
Self-Employed
31.935306
Urban
Basic
0
7
701
9
2019-08-19 15:21:39.134960
Average
No
Daily
House
115
20,260
51
Female
4,063
Divorced
null
Master's
null
5.539839
Urban
Basic
0
4
783
7
2023-07-27 15:21:39.205850
Good
Yes
Weekly
Condo
27
20,261
18
Male
80,963
Divorced
2
PhD
null
29.958017
Suburban
Comprehensive
3
7
702
6
2023-10-31 15:21:39.226954
Average
Yes
Weekly
Apartment
385
20,262
43
Male
23,862
Divorced
0
Bachelor's
Self-Employed
29.952849
Rural
Premium
0
8
590
8
2024-02-09 15:21:39.144722
Good
Yes
Weekly
Apartment
785
20,263
null
Male
29,003
Married
4
High School
null
6.170178
Urban
Basic
0
8
358
2
2024-07-16 15:21:39.134960
null
Yes
Daily
Condo
1,445
20,264
22
Male
113,281
Single
1
Bachelor's
Employed
13.956283
Urban
Premium
1
16
688
9
2023-02-08 15:21:39.109552
Poor
Yes
Weekly
Condo
48
20,265
31
Male
20,389
Divorced
2
PhD
null
37.386839
Urban
Basic
null
2
434
9
2024-05-04 15:21:39.252145
null
No
Weekly
Apartment
474
20,266
50
Male
26,983
Single
4
Bachelor's
Self-Employed
null
Urban
Basic
1
19
null
7
2020-12-03 15:21:39.283783
Good
No
Monthly
Condo
843
20,267
33
Male
45,956
Married
0
PhD
Unemployed
48.543274
Suburban
Basic
2
5
705
6
2022-08-12 15:21:39.194829
Poor
Yes
Monthly
Apartment
1,177
20,268
23
Female
25,166
Divorced
2
High School
Employed
29.834117
Urban
Premium
null
5
751
7
2022-05-04 15:21:39.126661
Average
Yes
Monthly
Apartment
553
20,269
35
Female
10,096
Divorced
3
High School
null
18.296478
Rural
Premium
null
0
708
5
2020-04-17 15:21:39.132191
Average
Yes
Daily
House
1,553
20,270
53
Female
38,981
Married
0
Master's
Unemployed
50.828843
Rural
Premium
1
16
815
9
2024-05-17 15:21:39.080440
Poor
Yes
Monthly
House
3,227
20,271
52
Male
9,058
Married
2
Bachelor's
Unemployed
null
Rural
Basic
1
7
765
8
2024-07-26 15:21:39.208842
Good
Yes
Monthly
Apartment
929
20,272
32
Female
56,438
Divorced
2
Bachelor's
Unemployed
null
Suburban
Premium
null
11
null
9
2021-10-12 15:21:39.177724
Poor
Yes
Daily
Condo
45
20,273
39
Male
30,663
Single
4
Bachelor's
Employed
12.411117
Rural
Basic
2
7
null
9
2022-11-20 15:21:39.251142
Poor
No
Rarely
Condo
790
20,274
47
Male
27,172
Married
3
PhD
Unemployed
46.513749
Rural
Comprehensive
null
19
432
7
2020-08-16 15:21:39.209847
Good
No
Weekly
Condo
504
20,275
26
Male
2,099
Single
1
Bachelor's
Self-Employed
10.147048
Suburban
Basic
0
19
null
3
2022-03-23 15:21:39.198406
Poor
Yes
Monthly
House
36
20,276
38
Female
12,051
Divorced
null
PhD
Self-Employed
9.924864
Rural
Premium
0
9
711
8
2021-08-19 15:21:39.134960
Average
Yes
Daily
House
471
20,277
51
Female
45,252
Single
3
Bachelor's
null
37.235469
Urban
Premium
1
13
820
8
2024-03-27 15:21:39.274993
Good
No
Daily
House
811
20,278
18
Female
9,925
Married
0
Bachelor's
Unemployed
41.784149
Suburban
Comprehensive
2
12
725
2
2022-10-28 15:21:39.155231
Poor
No
Rarely
House
1,715
20,279
35
Female
77,393
Divorced
null
Master's
Unemployed
29.879299
Suburban
Comprehensive
0
18
423
3
2023-04-29 15:21:39.250151
Average
No
Weekly
Condo
975
20,280
21
Male
43,837
Married
3
Bachelor's
null
10.83765
Rural
Basic
1
15
714
9
2024-01-10 15:21:39.134960
Good
Yes
Rarely
Condo
2,325
20,281
36
Male
35,358
Married
4
High School
null
20.817088
Urban
Basic
2
9
null
7
2020-03-31 15:21:39.244069
Good
Yes
Weekly
Condo
1,208
20,282
51
Male
16,606
Married
null
Bachelor's
Unemployed
26.074874
Suburban
Comprehensive
null
17
808
3
2021-12-12 15:21:39.129190
Poor
Yes
Daily
House
1,349
20,283
24
Female
20,479
Divorced
0
PhD
Self-Employed
24.410571
Rural
Comprehensive
1
18
436
7
2021-12-20 15:21:39.228521
Good
No
Monthly
Condo
1,033
20,284
61
Female
25,962
Married
null
PhD
Self-Employed
20.569172
Suburban
Comprehensive
1
1
null
9
2020-11-11 15:21:39.185215
Average
Yes
Monthly
Apartment
507
20,285
23
Male
43,892
Divorced
2
Bachelor's
null
46.084588
Suburban
Premium
null
10
723
9
2021-12-19 15:21:39.085129
Average
No
Daily
Apartment
975
20,286
36
Male
36,557
Divorced
3
High School
Self-Employed
17.302141
Suburban
Basic
null
5
329
7
2022-07-20 15:21:39.237118
Good
Yes
Rarely
Apartment
1,434
20,287
50
Male
106,041
Divorced
4
Master's
Employed
13.65382
Suburban
Premium
3
17
null
6
2022-03-11 15:21:39.288099
Poor
Yes
Monthly
Condo
49
20,288
51
Male
44,014
Divorced
2
High School
Employed
6.068681
Rural
Comprehensive
null
10
null
7
2019-11-22 15:21:39.134960
Good
No
Rarely
Condo
1,202
20,289
52
Female
null
null
3
High School
Unemployed
33.564328
Urban
Premium
0
15
503
1
2021-11-15 15:21:39.134960
Average
No
Daily
Apartment
821
20,290
43
Female
44,763
Married
2
Bachelor's
Unemployed
41.583849
Urban
Basic
null
16
629
3
2023-07-24 15:21:39.097737
Poor
Yes
Daily
Apartment
218
20,291
43
Female
35,682
Married
null
Master's
null
21.0021
Rural
Premium
1
10
747
8
2023-03-26 15:21:39.176717
Average
No
Weekly
Apartment
662
20,292
51
Male
18,062
Married
4
Master's
Employed
null
Rural
Basic
2
4
null
7
2023-08-26 15:21:39.092127
Poor
Yes
Daily
Apartment
596
20,293
39
Male
103,522
Married
0
High School
Unemployed
15.678956
Urban
Premium
3
16
405
7
2021-10-25 15:21:39.134960
Average
Yes
Daily
House
719
20,294
23
Female
21,917
Divorced
1
Bachelor's
Employed
42.955754
Urban
Comprehensive
3
3
516
1
2020-06-13 15:21:39.230483
Average
Yes
Weekly
House
221
20,295
49
Male
2,714
Single
4
Master's
Unemployed
26.867129
Urban
Comprehensive
3
10
467
7
2020-04-30 15:21:39.172097
null
Yes
Rarely
Condo
1,487
20,296
51
Female
35,139
Divorced
4
Master's
Unemployed
26.038744
Rural
Basic
2
11
436
5
2023-11-21 15:21:39.237118
Good
No
Rarely
Condo
1,290
20,297
41
Female
12,494
Married
2
PhD
null
17.151247
Urban
Basic
0
12
null
9
2020-09-12 15:21:39.155231
Average
Yes
Daily
House
78
20,298
45
Female
25,070
Single
2
High School
null
5.874276
Rural
Basic
0
0
695
2
2020-09-11 15:21:39.244069
Poor
No
Weekly
Condo
1,220
20,299
54
Female
28,974
Married
3
High School
Self-Employed
30.284057
Rural
Basic
1
8
603
3
2020-01-08 15:21:39.214388
null
Yes
Weekly
Condo
392