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
11,200
37
Female
17,121
Married
1
Bachelor's
Self-Employed
12.933137
Urban
Basic
1
16
713
6
2024-05-06 15:21:39.120168
Average
No
Monthly
Apartment
716
11,201
64
Female
28,886
Single
3
High School
Self-Employed
12.442625
Suburban
Basic
null
9
531
5
2022-09-29 15:21:39.184157
Poor
No
Monthly
House
1,337
11,202
23
Male
91,370
Married
4
Master's
Employed
null
Suburban
Basic
null
8
410
4
2023-07-16 15:21:39.169102
Average
Yes
Daily
Apartment
495
11,203
20
Female
34,070
Married
0
High School
Unemployed
49.633979
Suburban
Basic
1
4
734
2
2024-03-24 15:21:39.253660
Average
Yes
Monthly
Apartment
432
11,204
34
Female
35,670
Divorced
1
Bachelor's
Self-Employed
7.854687
Suburban
Comprehensive
null
0
662
9
2023-11-04 15:21:39.079128
Poor
Yes
Rarely
Condo
913
11,205
47
Male
2,698
Married
3
High School
Employed
13.088755
Urban
Comprehensive
null
3
null
9
2019-11-22 15:21:39.260856
Good
Yes
Monthly
Condo
272
11,206
35
Female
2,878
Single
1
High School
Self-Employed
21.447762
Rural
Premium
2
2
780
7
2020-10-25 15:21:39.082499
Poor
No
Monthly
House
1,138
11,207
28
Male
1,130
Married
2
PhD
Employed
31.619091
Suburban
Premium
3
10
547
3
2021-06-13 15:21:39.231531
Good
Yes
Daily
House
753
11,208
53
Female
5,877
Single
4
Bachelor's
null
40.832141
Suburban
Premium
null
5
837
9
2022-05-29 15:21:39.155231
Poor
Yes
Weekly
House
453
11,209
52
Female
15,107
Divorced
4
Master's
Employed
29.171146
Rural
Premium
0
9
511
8
2020-04-03 15:21:39.247098
Poor
No
Monthly
Apartment
1,173
11,210
41
Male
48,568
Married
4
PhD
Unemployed
15.069463
Urban
Comprehensive
null
14
596
7
2020-11-14 15:21:39.194829
Poor
Yes
Weekly
Apartment
50
11,211
25
Female
15,556
Single
2
Master's
null
8.274712
Suburban
Basic
null
14
797
8
2019-12-19 15:21:39.190215
Good
Yes
Weekly
Apartment
3,165
11,212
41
Female
2,485
null
4
High School
null
29.811663
Rural
Premium
null
12
608
8
2020-11-10 15:21:39.155231
Average
Yes
Weekly
House
924
11,213
59
Female
null
Married
null
High School
null
9.136888
Rural
Premium
0
12
352
4
2022-09-12 15:21:39.179186
Poor
Yes
Rarely
Apartment
1,568
11,214
44
Female
54,854
Married
1
Master's
Employed
43.369967
Rural
Basic
1
14
301
1
2021-10-09 15:21:39.212862
Good
Yes
Daily
Condo
1,232
11,215
36
Male
108,002
Divorced
4
PhD
Employed
37.273661
Urban
Premium
2
5
710
6
2019-10-23 15:21:39.081504
null
Yes
Rarely
Apartment
22
11,216
30
Male
7,053
Divorced
0
Master's
Employed
16.929601
Suburban
Comprehensive
null
16
519
2
2024-05-27 15:21:39.092127
Good
Yes
Weekly
Condo
522
11,217
27
Male
5,091
Married
0
Master's
null
30.078942
Urban
Premium
0
0
null
5
2022-07-03 15:21:39.149731
Good
Yes
Monthly
Apartment
2,034
11,218
52
Female
134,962
Single
4
Master's
Unemployed
20.051796
Suburban
Premium
1
3
554
7
2020-04-19 15:21:39.190215
Average
No
Rarely
Apartment
58
11,219
32
Male
143,427
Divorced
4
Bachelor's
Self-Employed
25.625876
Suburban
Basic
0
15
711
1
2022-08-28 15:21:39.172097
Poor
No
Daily
House
81
11,220
33
Female
36,280
Divorced
3
PhD
null
17.089897
Urban
Premium
null
4
453
6
2023-10-18 15:21:39.259788
Poor
No
Weekly
House
450
11,221
48
Female
25,011
Divorced
0
Master's
Self-Employed
3.822883
Rural
Comprehensive
null
2
null
8
2023-10-23 15:21:39.208842
Average
Yes
Weekly
Condo
1,340
11,222
37
Male
5,920
Married
1
High School
null
41.824362
Rural
Premium
0
17
null
2
2020-05-21 15:21:39.222387
Good
No
Weekly
House
1,670
11,223
20
Male
3,722
Married
0
Bachelor's
null
null
Suburban
Basic
null
19
798
3
2023-05-10 15:21:39.182597
Average
No
Weekly
House
1,159
11,224
19
Male
1,327
Married
0
High School
null
19.073513
Suburban
Basic
1
1
593
4
2022-02-26 15:21:39.224915
Poor
Yes
Weekly
House
2,196
11,225
21
Male
48,879
Divorced
0
Master's
Unemployed
17.908813
Suburban
Premium
1
2
361
9
2023-07-31 15:21:39.106582
Poor
Yes
Daily
House
212
11,226
31
Male
122,692
Divorced
2
High School
Unemployed
24.518859
Suburban
Basic
0
6
427
8
2021-03-02 15:21:39.221386
Average
No
Daily
House
1,180
11,227
60
Female
47,778
Divorced
null
Master's
Self-Employed
15.889867
Urban
Comprehensive
3
19
723
3
2024-07-26 15:21:39.222387
Poor
Yes
Daily
Apartment
36
11,228
56
Male
12,718
Single
1
Bachelor's
null
13.935585
Urban
Premium
0
9
811
8
2021-04-05 15:21:39.155231
Good
No
Monthly
House
1,361
11,229
30
Male
28,963
Single
0
PhD
Self-Employed
31.378956
Rural
Basic
1
8
848
1
2019-09-01 15:21:39.126661
Good
Yes
Monthly
Apartment
1,652
11,230
51
Female
68,193
Single
3
Bachelor's
Unemployed
4.362879
Rural
Basic
2
5
318
7
2024-05-03 15:21:39.091080
Average
Yes
Monthly
Apartment
3,206
11,231
35
Male
474
Married
1
Master's
Self-Employed
38.726242
Rural
Comprehensive
2
16
590
9
2022-03-27 15:21:39.101733
Poor
No
Weekly
House
2,121
11,232
63
Male
33,124
Married
3
High School
Self-Employed
18.169527
Suburban
Basic
1
0
742
5
2023-01-16 15:21:39.174719
Poor
No
Monthly
Apartment
513
11,233
55
Male
588
Single
null
Bachelor's
Unemployed
28.569336
Suburban
Premium
0
3
454
9
2022-08-07 15:21:39.146733
Average
Yes
Weekly
Condo
792
11,234
47
Female
53,774
Married
3
Bachelor's
Unemployed
9.955588
Urban
Comprehensive
3
18
845
3
2023-01-24 15:21:39.236064
Poor
No
Monthly
House
1,959
11,235
31
Female
74,862
Divorced
null
Bachelor's
Unemployed
23.68993
Urban
Basic
0
12
584
3
2019-09-09 15:21:39.208842
Poor
Yes
Weekly
Condo
25
11,236
55
Female
46,820
Single
4
Master's
Employed
null
Suburban
Comprehensive
3
5
null
3
2019-08-29 15:21:39.207847
null
No
Rarely
Condo
642
11,237
33
Female
11,527
Single
1
Bachelor's
Self-Employed
4.271497
Urban
Comprehensive
0
0
541
7
2022-02-20 15:21:39.226954
Average
No
Weekly
Apartment
728
11,238
59
Female
116,543
Divorced
null
High School
null
41.531013
Urban
Basic
1
13
430
4
2023-04-05 15:21:39.132191
Poor
No
Weekly
Apartment
2,989
11,239
21
Female
17,183
Married
3
Master's
null
16.133979
Urban
Premium
2
9
598
7
2022-11-09 15:21:39.134960
Poor
Yes
Daily
Apartment
2,075
11,240
48
Female
91,755
Divorced
2
Bachelor's
null
43.888928
Urban
Premium
null
4
381
1
2020-07-02 15:21:39.170099
Average
Yes
Monthly
Apartment
1,643
11,241
43
Male
10,961
Married
2
Master's
Unemployed
3.456696
Suburban
Basic
0
19
578
2
2024-07-27 15:21:39.251142
null
No
Daily
House
2,747
11,242
61
Male
3,344
Divorced
null
Bachelor's
Self-Employed
38.588432
Rural
Comprehensive
null
14
561
8
2021-01-22 15:21:39.148733
Average
Yes
Daily
Condo
2,636
11,243
56
Female
1,809
Single
null
Master's
null
8.829667
Suburban
Comprehensive
null
8
636
3
2024-01-09 15:21:39.155231
Poor
Yes
Weekly
Condo
25
11,244
35
Male
16,996
Single
0
High School
Self-Employed
21.4949
Rural
Basic
0
19
734
3
2023-12-29 15:21:39.086123
Good
No
Daily
Condo
1,094
11,245
30
Male
2,742
Single
4
High School
null
16.05676
Suburban
Premium
null
0
637
3
2024-04-03 15:21:39.155231
Poor
No
Weekly
House
2,145
11,246
52
Female
105,979
Single
4
Bachelor's
Self-Employed
13.24364
Urban
Premium
1
19
668
2
2022-07-13 15:21:39.236064
Good
No
Weekly
Condo
61
11,247
64
Male
16,481
Single
1
Master's
null
25.88275
Suburban
Premium
null
0
402
7
2019-11-14 15:21:39.155231
Poor
No
Monthly
House
1,207
11,248
58
Male
10,175
Single
0
PhD
Unemployed
8.263868
Rural
Basic
1
7
null
1
2021-11-09 15:21:39.282785
null
No
Weekly
Apartment
816
11,249
39
Female
93,421
Single
4
High School
Employed
22.481522
Urban
Basic
0
13
381
9
2021-08-25 15:21:39.149731
Poor
Yes
Rarely
Condo
712
11,250
29
Female
null
Divorced
4
High School
null
38.569546
Suburban
Basic
1
2
null
8
2024-02-26 15:21:39.134960
Average
No
Daily
Apartment
91
11,251
54
Female
5,874
Single
0
Bachelor's
Self-Employed
37.913162
Urban
Premium
0
0
841
6
2021-05-30 15:21:39.098696
Average
No
Rarely
Apartment
881
11,252
23
Female
36,102
Single
4
Master's
null
13.29954
Suburban
Premium
1
17
772
3
2022-09-21 15:21:39.207847
Poor
No
Weekly
Apartment
1,475
11,253
36
Male
37,171
Single
4
High School
Self-Employed
16.829178
Rural
Premium
0
17
563
9
2020-12-21 15:21:39.134960
Average
Yes
Daily
Condo
1,027
11,254
34
Female
1,626
Divorced
4
PhD
null
45.334936
Suburban
Basic
3
2
307
2
2023-07-27 15:21:39.079128
Average
Yes
Rarely
Apartment
837
11,255
39
Male
40,201
Married
1
High School
null
36.912984
Suburban
Basic
1
2
null
7
2021-09-11 15:21:39.192212
Poor
No
Weekly
Apartment
220
11,256
51
Male
51,464
Married
2
Bachelor's
Self-Employed
11.615926
Suburban
Premium
null
3
415
1
2023-02-12 15:21:39.146733
Good
Yes
Rarely
House
203
11,257
28
Female
43,901
Single
2
High School
Employed
35.945252
Suburban
Basic
2
9
599
7
2023-12-14 15:21:39.187211
Average
Yes
Rarely
Apartment
662
11,258
39
Male
73,419
Single
1
PhD
Unemployed
41.781908
Rural
Basic
3
16
561
6
2022-02-23 15:21:39.245086
Average
No
Daily
Condo
100
11,259
21
Female
72,923
Married
1
PhD
null
12.838669
Suburban
Comprehensive
0
14
695
8
2022-05-05 15:21:39.086123
Poor
Yes
Rarely
Condo
144
11,260
54
Male
44,742
Divorced
0
PhD
null
12.743126
Suburban
Premium
0
0
null
3
2021-08-08 15:21:39.217387
Good
Yes
Monthly
House
627
11,261
37
Female
519
Single
null
High School
null
47.947794
Suburban
Comprehensive
1
5
725
8
2019-12-19 15:21:39.252145
Good
No
Daily
Apartment
1,495
11,262
36
Female
125,942
Divorced
2
PhD
Self-Employed
31.766311
Urban
Basic
0
5
394
6
2021-09-16 15:21:39.129190
Good
Yes
Daily
House
870
11,263
22
Female
1,044
Divorced
4
Master's
Employed
15.829573
Suburban
Premium
2
12
383
3
2023-07-28 15:21:39.126661
Good
No
Rarely
House
628
11,264
43
Female
10,144
Divorced
0
Bachelor's
null
14.583878
Suburban
Premium
null
19
749
5
2021-01-06 15:21:39.126661
Average
No
Weekly
Apartment
1,407
11,265
63
Female
17,999
null
0
High School
null
51.602279
Suburban
Basic
0
5
null
1
2020-03-19 15:21:39.155231
Poor
No
Monthly
Condo
961
11,266
56
Female
34,543
Married
null
PhD
null
26.79676
Suburban
Premium
1
13
618
3
2020-04-09 15:21:39.082499
Poor
Yes
Monthly
Condo
1,422
11,267
50
Male
28,329
Single
2
Bachelor's
Unemployed
26.638672
Urban
Comprehensive
3
13
725
7
2022-07-05 15:21:39.276901
Average
Yes
Monthly
Apartment
641
11,268
36
Male
20,292
Divorced
2
High School
null
35.823106
Rural
Premium
0
16
622
2
2020-11-16 15:21:39.154008
Average
No
Monthly
Apartment
496
11,269
57
Male
77,945
Married
2
High School
null
48.890859
Rural
Premium
0
19
437
5
2023-04-06 15:21:39.237118
Average
Yes
Daily
Condo
537
11,270
19
Male
46,511
Divorced
2
PhD
null
40.191479
Urban
Comprehensive
1
14
363
2
2021-02-28 15:21:39.185215
Good
No
Weekly
Apartment
189
11,271
20
Female
3,998
Single
4
PhD
null
7.622952
Urban
Comprehensive
null
6
766
3
2024-01-20 15:21:39.173834
Good
Yes
Monthly
House
3,128
11,272
31
Female
43,486
Married
1
High School
Employed
28.908943
Suburban
Premium
null
5
433
6
2023-02-16 15:21:39.144722
Good
Yes
Rarely
Apartment
1,770
11,273
37
Male
60,598
Divorced
2
Bachelor's
Self-Employed
47.332278
Urban
Premium
0
0
452
5
2023-10-22 15:21:39.248098
Average
Yes
Daily
House
456
11,274
53
Female
708
Married
0
Master's
Self-Employed
22.876187
Urban
Comprehensive
0
7
490
7
2024-08-15 15:21:39.207847
Average
No
Weekly
Apartment
1,784
11,275
28
Female
70,617
Married
2
PhD
Unemployed
22.556212
Suburban
Basic
1
17
null
7
2023-03-01 15:21:39.148733
Poor
Yes
Rarely
Apartment
61
11,276
51
Male
30,286
Divorced
4
PhD
Employed
45.09805
Suburban
Basic
1
0
548
1
2024-02-12 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,607
11,277
61
Male
24,761
Single
1
Bachelor's
Self-Employed
13.914497
Suburban
Premium
0
9
781
7
2020-01-26 15:21:39.155231
Poor
Yes
Weekly
Apartment
452
11,278
42
Male
22,276
Single
null
Master's
Self-Employed
31.935421
Rural
Comprehensive
0
0
625
1
2021-01-21 15:21:39.204790
Good
No
Rarely
House
686
11,279
42
Female
8,791
Married
null
PhD
null
43.69302
Urban
Comprehensive
0
18
569
8
2023-12-24 15:21:39.095696
Good
Yes
Weekly
Apartment
1,178
11,280
29
Male
988
Divorced
2
PhD
null
28.938435
Urban
Premium
1
13
null
2
2023-09-19 15:21:39.134960
Poor
No
Weekly
House
2,313
11,281
28
Female
17,579
Single
1
High School
Self-Employed
38.410543
Rural
Premium
3
10
590
3
2020-04-21 15:21:39.155231
Average
Yes
Weekly
House
497
11,282
21
Male
3,653
Single
4
Master's
Unemployed
27.913577
Suburban
Comprehensive
2
6
581
5
2023-12-13 15:21:39.253660
null
No
Monthly
House
134
11,283
62
Female
20,303
Married
1
Master's
null
44.946504
Rural
Premium
2
4
793
9
2023-06-04 15:21:39.081504
Good
Yes
Monthly
House
1,671
11,284
59
Male
28,897
Married
0
PhD
Employed
18.007701
Urban
Premium
null
8
814
9
2023-02-17 15:21:39.191219
Average
No
Rarely
House
1,879
11,285
20
Male
1,329
Divorced
1
Bachelor's
Unemployed
19.964607
Suburban
Basic
1
3
729
1
2020-04-23 15:21:39.092127
Average
Yes
Monthly
Condo
213
11,286
46
Female
30,984
Divorced
0
PhD
Employed
7.026909
Rural
Comprehensive
null
15
721
1
2022-09-08 15:21:39.281787
Average
No
Monthly
Condo
1,073
11,287
43
Male
2,562
Single
0
Bachelor's
Employed
42.991171
Rural
Basic
4
18
762
8
2020-10-23 15:21:39.246098
Good
No
Monthly
Condo
533
11,288
37
Female
24,270
Married
0
High School
null
18.16321
Rural
Comprehensive
1
2
696
9
2022-06-06 15:21:39.231531
Average
No
Rarely
Condo
439
11,289
44
Male
20,991
Single
2
PhD
Unemployed
null
Rural
Comprehensive
1
2
791
4
2020-01-20 15:21:39.089116
Poor
No
Weekly
Condo
1,489
11,290
41
Male
25,791
Divorced
2
Bachelor's
Self-Employed
26.926806
Urban
Premium
null
11
836
6
2019-09-21 15:21:39.134960
Average
No
Monthly
House
514
11,291
49
Male
6,698
Single
2
Bachelor's
null
35.966359
Urban
Basic
0
15
757
1
2020-11-20 15:21:39.182597
Average
Yes
Monthly
House
88
11,292
55
Male
20,506
Married
0
PhD
Unemployed
42.31095
Urban
Premium
0
6
617
1
2023-01-31 15:21:39.185215
Poor
No
Rarely
Condo
88
11,293
56
Female
74,829
Married
0
PhD
Unemployed
9.829685
Urban
Comprehensive
2
10
355
6
2021-04-24 15:21:39.176717
Average
Yes
Rarely
Condo
1,175
11,294
32
Male
2,389
Married
3
Bachelor's
Employed
30.42595
Rural
Comprehensive
1
3
596
9
2019-10-19 15:21:39.237118
Good
No
Monthly
Condo
587
11,295
39
Male
90,786
Married
4
PhD
null
13.664271
Rural
Premium
2
2
788
9
2020-07-02 15:21:39.179186
Poor
Yes
Monthly
Apartment
2,611
11,296
51
Male
53,525
Divorced
1
PhD
Unemployed
18.98377
Rural
Comprehensive
null
0
814
9
2022-09-02 15:21:39.194829
Average
Yes
Weekly
House
88
11,297
null
Male
26,489
Single
4
High School
null
28.394069
Urban
Premium
1
16
434
9
2021-11-05 15:21:39.235012
Good
No
Monthly
Condo
668
11,298
58
Female
3,058
Single
null
PhD
null
35.272616
Suburban
Comprehensive
3
0
null
2
2019-09-12 15:21:39.111551
Good
Yes
Monthly
Apartment
1,839
11,299
49
Male
6,969
Married
3
Bachelor's
Unemployed
37.81723
Suburban
Basic
0
4
444
8
2020-09-22 15:21:39.116179
Poor
No
Weekly
Apartment
704