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
50,200
20
Male
1,027
Single
null
PhD
Self-Employed
22.332235
Rural
Basic
0
3
382
4
2022-05-28 15:21:39.188220
Good
Yes
Rarely
Apartment
728
50,201
22
Female
14,054
Single
0
PhD
null
null
Urban
Premium
1
0
622
9
2022-07-22 15:21:39.224915
Average
Yes
Weekly
Condo
1,495
50,202
51
Female
38,982
Single
1
Bachelor's
null
27.772669
Rural
Basic
0
13
657
6
2023-09-19 15:21:39.173834
Good
No
Monthly
Condo
807
50,203
64
Female
23,584
Single
2
Bachelor's
Unemployed
37.753337
Urban
Basic
0
16
728
2
2022-06-27 15:21:39.126661
Poor
Yes
Daily
Condo
270
50,204
56
Female
17,883
Single
1
PhD
Employed
10.122387
Rural
Basic
null
14
518
3
2020-11-24 15:21:39.289099
null
Yes
Monthly
Apartment
1,526
50,205
64
Male
28,274
Single
null
Master's
Self-Employed
43.363132
Suburban
Basic
1
18
745
1
2024-01-10 15:21:39.290098
Good
No
Weekly
Condo
591
50,206
25
Male
16,649
Divorced
0
Master's
Unemployed
7.270066
Urban
Premium
0
13
722
9
2023-09-19 15:21:39.155231
Poor
No
Weekly
House
3,385
50,207
62
Female
27,132
Married
3
PhD
Employed
37.051711
Urban
Basic
2
13
641
2
2021-12-17 15:21:39.093681
Poor
Yes
Monthly
House
456
50,208
26
Female
64,442
Single
0
Master's
Self-Employed
9.191326
Suburban
Comprehensive
2
19
434
6
2019-09-09 15:21:39.121169
Average
No
Rarely
Apartment
39
50,209
64
Female
15,251
Divorced
3
High School
Self-Employed
37.678924
Rural
Comprehensive
null
6
null
4
2021-07-29 15:21:39.154008
Average
No
Monthly
Apartment
654
50,210
49
Female
26,113
Single
4
Bachelor's
Unemployed
45.049505
Rural
Basic
2
13
846
2
2021-11-30 15:21:39.093681
Average
Yes
Rarely
House
549
50,211
26
Male
1,686
Single
4
Master's
Employed
22.912604
Rural
Basic
1
7
455
5
2021-10-12 15:21:39.251142
null
Yes
Monthly
Condo
38
50,212
26
Female
4,532
Married
2
Master's
Self-Employed
4.772986
Urban
Basic
null
5
497
3
2022-02-23 15:21:39.188220
Good
No
Weekly
Apartment
861
50,213
52
Female
27,862
Single
null
PhD
null
29.323445
Urban
Comprehensive
1
7
590
1
2021-05-08 15:21:39.237118
Good
Yes
Rarely
Apartment
2,126
50,214
23
Female
16,333
Divorced
4
High School
Employed
42.235532
Suburban
Premium
null
7
587
5
2020-09-11 15:21:39.261856
Poor
Yes
Monthly
Apartment
538
50,215
26
Female
30,221
Single
1
Master's
Employed
22.085052
Suburban
Basic
null
4
null
3
2021-05-02 15:21:39.170099
Poor
No
Daily
Apartment
28
50,216
null
Male
2,541
Divorced
4
PhD
Employed
50.826558
Suburban
Basic
0
12
null
2
2019-11-20 15:21:39.237118
Average
No
Weekly
Apartment
1,040
50,217
49
Male
10,981
Divorced
2
High School
Employed
35.261768
Suburban
Premium
null
0
null
3
2024-04-13 15:21:39.155231
Good
Yes
Monthly
Apartment
561
50,218
null
Female
73,071
Divorced
3
High School
Unemployed
null
Urban
Comprehensive
null
14
828
3
2023-12-12 15:21:39.122134
null
No
Monthly
Apartment
1,029
50,219
30
Male
104,028
Single
4
High School
Unemployed
24.847286
Urban
Basic
1
12
309
3
2022-10-10 15:21:39.217387
Average
No
Monthly
House
1,131
50,220
60
Female
40,585
Married
null
High School
null
20.620727
Urban
Comprehensive
1
13
638
3
2023-06-02 15:21:39.186212
Poor
No
Monthly
Condo
940
50,221
21
Female
43,882
Single
null
High School
Unemployed
37.143626
Urban
Premium
1
5
833
2
2020-04-02 15:21:39.166062
Poor
Yes
Daily
Apartment
1,507
50,222
22
Male
44,724
Divorced
1
PhD
null
7.878012
Urban
Comprehensive
null
8
492
6
2024-07-16 15:21:39.155231
Average
Yes
Monthly
Apartment
1,056
50,223
60
Male
8,975
Divorced
null
Master's
null
9.336735
Suburban
Premium
0
18
586
1
2023-05-27 15:21:39.134960
Good
Yes
Monthly
House
1,513
50,224
26
Female
7,881
Married
4
High School
null
26.434815
Suburban
Comprehensive
null
10
453
4
2020-10-26 15:21:39.134960
Good
Yes
Weekly
House
543
50,225
53
Male
1,179
Divorced
3
Master's
null
36.086259
Urban
Comprehensive
2
1
576
8
2021-10-29 15:21:39.134960
Average
No
Daily
Condo
1,204
50,226
41
Female
84,713
Divorced
1
Master's
Self-Employed
null
Rural
Comprehensive
0
2
441
4
2023-02-12 15:21:39.087123
Good
No
Monthly
Condo
1,554
50,227
48
Male
3,655
Single
null
Master's
null
7.271757
Urban
Premium
null
0
832
4
2023-08-02 15:21:39.155231
null
Yes
Rarely
Apartment
2,250
50,228
55
Male
1,233
Divorced
4
PhD
Unemployed
22.691209
Suburban
Comprehensive
0
11
443
5
2024-06-11 15:21:39.106582
Average
Yes
Monthly
Apartment
664
50,229
26
Female
1,412
Married
2
Master's
Self-Employed
null
Rural
Basic
1
11
607
9
2022-07-12 15:21:39.082499
Poor
No
Daily
House
627
50,230
33
Female
85,282
Married
2
Master's
Employed
36.387818
Rural
Basic
0
16
356
6
2022-12-06 15:21:39.180553
Poor
Yes
Weekly
Condo
1,226
50,231
62
Female
17,962
Divorced
3
High School
Employed
47.27139
Urban
Basic
1
15
835
8
2023-06-23 15:21:39.145732
Poor
Yes
Rarely
Apartment
478
50,232
49
Female
9,071
Divorced
2
Bachelor's
null
24.715952
Suburban
Comprehensive
0
19
null
6
2021-05-19 15:21:39.134960
Average
Yes
Weekly
Condo
588
50,233
49
Male
34,803
Married
3
PhD
Unemployed
29.256522
Rural
Comprehensive
2
11
583
3
2021-11-12 15:21:39.252145
Poor
Yes
Rarely
Condo
956
50,234
53
Male
14,125
Single
null
Master's
null
18.828193
Suburban
Premium
2
14
373
1
2020-12-31 15:21:39.151732
Good
Yes
Rarely
Apartment
1,845
50,235
52
Male
23,456
Single
2
Master's
Employed
14.745612
Rural
Basic
0
17
647
1
2020-08-20 15:21:39.092127
Average
Yes
Daily
House
485
50,236
61
Female
16,996
Married
2
Bachelor's
null
25.458977
Suburban
Premium
2
5
null
5
2020-06-04 15:21:39.155231
Average
No
Monthly
Apartment
774
50,237
29
Female
73,061
Married
0
High School
Unemployed
19.675876
Suburban
Premium
0
14
719
2
2019-09-08 15:21:39.091080
null
No
Weekly
House
523
50,238
30
Male
11,986
null
0
Bachelor's
Employed
19.093298
Urban
Premium
null
14
603
6
2021-07-12 15:21:39.155231
Average
No
Monthly
Condo
1,242
50,239
28
Female
16,063
Single
null
PhD
Employed
50.278834
Suburban
Premium
null
2
518
8
2020-03-13 15:21:39.134960
Good
Yes
Monthly
Condo
2,653
50,240
42
Male
9,806
Divorced
2
High School
Self-Employed
22.942152
Urban
Basic
0
10
574
9
2021-11-23 15:21:39.204790
Average
Yes
Monthly
Apartment
1,249
50,241
44
Female
32,010
Divorced
1
Bachelor's
null
23.68495
Urban
Basic
2
19
null
7
2022-10-04 15:21:39.104139
Average
No
Weekly
Condo
362
50,242
50
Male
145,576
Divorced
0
High School
Unemployed
6.172009
Suburban
Basic
2
12
357
4
2024-06-13 15:21:39.237118
Average
No
Monthly
House
48
50,243
46
Female
43,783
Married
4
Bachelor's
Employed
23.859609
Suburban
Comprehensive
null
9
721
1
2021-06-11 15:21:39.254678
Poor
Yes
Rarely
Apartment
825
50,244
59
Male
38,612
Divorced
null
High School
null
29.959753
Suburban
Comprehensive
0
12
595
7
2023-08-31 15:21:39.181605
Good
No
Weekly
Condo
522
50,245
18
Female
35,796
Single
1
Bachelor's
null
8.992499
Urban
Comprehensive
0
16
704
7
2021-06-14 15:21:39.222387
Good
No
Rarely
Condo
3,428
50,246
30
Male
83,765
Married
2
Master's
Employed
19.908355
Urban
Comprehensive
3
4
511
7
2021-04-05 15:21:39.097737
Good
Yes
Daily
Condo
2,102
50,247
42
Female
5,058
Divorced
2
PhD
Unemployed
20.96467
Rural
Comprehensive
0
10
755
7
2019-10-08 15:21:39.124659
Poor
Yes
Weekly
Apartment
988
50,248
50
Female
39,078
Married
0
High School
Employed
32.534505
Rural
Basic
1
9
595
4
2022-03-20 15:21:39.134960
Poor
Yes
Daily
Condo
586
50,249
23
Female
38,207
Married
4
PhD
Unemployed
24.557567
Rural
Premium
2
7
487
6
2022-07-01 15:21:39.155231
Good
No
Daily
Condo
740
50,250
54
Female
5,875
Single
null
High School
Self-Employed
11.099696
Suburban
Basic
2
15
581
1
2020-02-27 15:21:39.134960
Poor
No
Monthly
Apartment
2,567
50,251
60
Male
101,067
Married
0
Master's
null
51.057098
Rural
Comprehensive
1
9
607
6
2019-10-13 15:21:39.134960
null
No
Rarely
Condo
518
50,252
57
Male
11,986
Single
4
Bachelor's
Self-Employed
41.582874
Urban
Comprehensive
0
18
761
5
2021-09-07 15:21:39.113566
Poor
No
Rarely
Condo
689
50,253
32
Male
62,486
Married
1
PhD
null
25.362318
Suburban
Comprehensive
2
3
713
8
2020-01-16 15:21:39.089116
Good
No
Daily
Apartment
20
50,254
62
Male
10,881
Married
0
Master's
Employed
null
Suburban
Premium
1
5
688
9
2020-07-29 15:21:39.232526
Good
Yes
Rarely
Apartment
695
50,255
22
Female
64,440
null
1
Master's
Employed
12.996747
Urban
Premium
null
10
456
5
2024-03-08 15:21:39.164044
Average
Yes
Daily
House
1,103
50,256
34
Male
42,520
Single
4
Master's
null
45.586485
Suburban
Premium
null
10
456
4
2021-07-09 15:21:39.233998
Poor
No
Daily
House
2,023
50,257
40
Female
6,829
Married
4
Bachelor's
Unemployed
12.727799
Suburban
Premium
0
7
447
6
2022-07-10 15:21:39.237118
Average
Yes
Daily
House
1,138
50,258
49
Female
113,218
Divorced
2
Master's
null
null
Rural
Comprehensive
5
13
454
9
2024-03-19 15:21:39.231531
Average
No
Rarely
Condo
2,228
50,259
62
Male
38,571
Married
4
Master's
Employed
29.163883
Suburban
Comprehensive
null
3
498
5
2024-07-11 15:21:39.105504
Average
No
Weekly
Condo
2,294
50,260
33
Female
57,822
Single
2
Bachelor's
Self-Employed
18.631504
Rural
Basic
4
19
361
8
2023-01-05 15:21:39.151732
Poor
Yes
Weekly
Condo
626
50,261
34
Female
40,540
Married
0
PhD
null
48.848298
Urban
Premium
0
5
559
1
2020-01-19 15:21:39.271453
Good
No
Rarely
House
3,225
50,262
55
Female
18,203
Married
2
PhD
Employed
44.453488
Rural
Premium
1
18
711
2
2024-04-21 15:21:39.261856
Good
No
Weekly
Condo
1,209
50,263
57
Male
14,081
Married
2
Bachelor's
Unemployed
20.908202
Urban
Comprehensive
1
13
711
7
2021-05-22 15:21:39.155231
Poor
Yes
Monthly
Apartment
516
50,264
21
Female
12,094
Married
1
Bachelor's
Unemployed
19.938698
Rural
Premium
null
5
762
7
2023-09-28 15:21:39.155231
null
Yes
Rarely
Apartment
735
50,265
32
Female
36,851
Single
null
Bachelor's
Employed
36.97574
Urban
Basic
1
17
null
2
2023-06-19 15:21:39.269494
Poor
Yes
Daily
Condo
902
50,266
57
Female
1,163
Single
2
PhD
Self-Employed
35.077574
Urban
Comprehensive
1
6
657
3
2023-05-09 15:21:39.274993
null
No
Monthly
Apartment
2,819
50,267
35
Female
7,822
Single
1
High School
null
15.241987
Rural
Premium
1
12
719
9
2022-04-29 15:21:39.132191
Average
Yes
Weekly
House
1,655
50,268
32
Male
5,034
Single
null
Bachelor's
Unemployed
40.442084
Rural
Basic
2
10
null
1
2022-01-12 15:21:39.229482
Poor
No
Monthly
Apartment
181
50,269
24
Female
100,831
Single
2
High School
null
32.442659
Rural
Basic
1
7
401
6
2020-08-30 15:21:39.134960
Good
Yes
Monthly
Condo
762
50,270
55
Female
29,131
Married
3
Bachelor's
Employed
24.523911
Suburban
Premium
2
12
704
2
2022-12-12 15:21:39.206847
Good
No
Weekly
House
945
50,271
58
Male
259
null
null
High School
Employed
22.578513
Rural
Premium
0
5
697
7
2021-04-07 15:21:39.125660
Poor
Yes
Weekly
Condo
44
50,272
35
Male
57,967
Married
3
High School
Self-Employed
29.730417
Suburban
Premium
0
15
773
1
2021-05-09 15:21:39.155231
Good
No
Monthly
Condo
228
50,273
64
Female
32,498
Married
3
PhD
null
11.908707
Urban
Basic
null
1
830
5
2020-11-22 15:21:39.122134
Good
No
Monthly
House
925
50,274
61
Female
38,662
Married
null
High School
Unemployed
14.844155
Urban
Basic
2
9
null
1
2019-10-05 15:21:39.126661
Average
Yes
Rarely
Apartment
638
50,275
39
Male
24,983
Single
4
Master's
Unemployed
37.691545
Urban
Premium
2
16
710
6
2021-07-24 15:21:39.288099
Poor
Yes
Weekly
Apartment
2,131
50,276
46
Female
23,887
Divorced
3
PhD
null
34.28169
Rural
Basic
0
5
826
8
2019-09-30 15:21:39.232526
Good
Yes
Weekly
Apartment
2,136
50,277
56
Female
10,097
Single
0
Bachelor's
null
null
Suburban
Basic
2
11
845
7
2021-06-17 15:21:39.185215
Good
No
Rarely
Apartment
1,066
50,278
61
Female
43,717
Married
2
Master's
Self-Employed
37.8985
Urban
Basic
1
8
707
7
2020-02-24 15:21:39.092127
Good
No
Rarely
Condo
553
50,279
47
Female
15,095
Single
3
PhD
Unemployed
30.038527
Rural
Comprehensive
1
5
583
8
2022-11-19 15:21:39.185215
Good
Yes
Monthly
Apartment
35
50,280
24
Female
31,123
Divorced
null
Master's
Employed
35.772788
Urban
Basic
1
10
703
1
2020-12-30 15:21:39.197445
Poor
No
Daily
Apartment
1,484
50,281
36
Male
44,713
Married
0
High School
Self-Employed
36.622741
Urban
Premium
1
2
639
9
2022-07-03 15:21:39.088124
Good
No
Rarely
Condo
2,073
50,282
47
Male
935
Married
4
High School
null
49.365059
Suburban
Basic
3
2
522
9
2022-01-08 15:21:39.155231
Good
Yes
Monthly
Condo
1,141
50,283
43
Female
5,942
Married
0
Bachelor's
Unemployed
14.793727
Urban
Basic
0
0
802
9
2020-11-13 15:21:39.103737
Good
Yes
Weekly
House
1,148
50,284
55
Male
68,768
Divorced
2
PhD
null
21.050007
Rural
Comprehensive
2
9
301
3
2020-06-12 15:21:39.149731
Average
No
Monthly
House
145
50,285
26
Female
25,170
Single
1
PhD
Self-Employed
32.349637
Rural
Premium
1
12
543
1
2024-05-09 15:21:39.155231
Average
Yes
Daily
House
1,499
50,286
61
Male
12,094
Single
1
PhD
Unemployed
16.840699
Suburban
Basic
0
15
742
8
2024-06-22 15:21:39.254678
Poor
No
Weekly
House
479
50,287
28
Male
83,316
Married
0
PhD
Unemployed
19.927241
Urban
Comprehensive
2
18
403
8
2022-09-01 15:21:39.253660
Good
No
Monthly
Condo
105
50,288
48
Male
7,803
Divorced
2
High School
null
34.153111
Rural
Basic
0
12
681
5
2023-03-09 15:21:39.267454
Poor
Yes
Monthly
House
242
50,289
58
Female
17,398
Single
2
Master's
null
16.716244
Urban
Comprehensive
null
13
638
3
2019-10-30 15:21:39.221386
Good
Yes
Monthly
House
354
50,290
45
Female
3,425
Divorced
2
Master's
null
33.147053
Suburban
Basic
3
1
488
6
2023-11-30 15:21:39.093681
Poor
Yes
Daily
House
447
50,291
34
Female
17,492
Divorced
1
PhD
Unemployed
25.824474
Rural
Premium
null
15
503
3
2023-11-11 15:21:39.112553
Poor
Yes
Monthly
Condo
311
50,292
36
Male
2,748
Single
0
Master's
Self-Employed
31.919112
Suburban
Basic
2
7
386
9
2020-11-07 15:21:39.213373
Good
No
Rarely
Apartment
668
50,293
64
Male
6,056
Divorced
null
Bachelor's
Employed
9.445544
Suburban
Basic
null
17
335
6
2020-02-03 15:21:39.096739
Average
No
Daily
House
508
50,294
64
Female
2,955
Married
4
Bachelor's
Employed
46.262686
Rural
Basic
null
8
711
4
2023-05-23 15:21:39.194829
Average
Yes
Weekly
Condo
2,342
50,295
56
Male
44,915
Divorced
3
PhD
Self-Employed
22.82446
Urban
Basic
null
0
516
2
2024-04-04 15:21:39.081504
Good
Yes
Weekly
Apartment
1,568
50,296
45
Male
114,311
Married
null
Master's
Employed
12.359781
Rural
Basic
1
13
813
2
2019-09-21 15:21:39.244069
Good
No
Daily
House
24
50,297
30
Male
2,057
Divorced
3
Master's
Unemployed
7.483777
Suburban
Premium
null
7
488
7
2021-02-06 15:21:39.289099
Average
No
Rarely
Apartment
719
50,298
18
Male
44,917
Single
4
PhD
null
9.447801
Suburban
Comprehensive
null
4
709
8
2021-04-19 15:21:39.107553
Average
No
Weekly
House
689
50,299
56
Male
100,532
Divorced
0
Master's
Employed
null
Rural
Comprehensive
1
12
356
9
2024-04-13 15:21:39.155231
Poor
Yes
Weekly
House
871