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
13,200
49
Male
5,516
Single
0
Bachelor's
Self-Employed
28.882625
Rural
Premium
null
17
590
4
2023-06-21 15:21:39.122134
Average
Yes
Weekly
Condo
885
13,201
37
Female
16,761
Single
3
High School
Self-Employed
37.976119
Urban
Basic
1
19
544
6
2022-09-30 15:21:39.223390
Good
Yes
Rarely
Apartment
722
13,202
63
Male
38,662
Married
1
Bachelor's
Employed
21.310866
Suburban
Comprehensive
null
1
648
7
2023-05-21 15:21:39.134960
Poor
No
Weekly
Apartment
565
13,203
20
Male
6,246
Single
1
PhD
Employed
14.959416
Urban
Premium
1
6
598
8
2019-09-08 15:21:39.285112
Good
No
Weekly
Apartment
1,858
13,204
45
Female
74,500
Divorced
0
Master's
null
3.979566
Urban
Comprehensive
0
19
686
1
2023-02-20 15:21:39.175719
Good
No
Monthly
House
100
13,205
61
Female
4,701
Married
4
PhD
Employed
32.142867
Suburban
Comprehensive
null
15
629
4
2020-07-15 15:21:39.206847
null
No
Weekly
House
2,136
13,206
47
Female
21,534
Divorced
3
Master's
Self-Employed
32.184862
Rural
Comprehensive
null
5
null
1
2023-11-11 15:21:39.134960
null
No
Weekly
Condo
971
13,207
48
Female
39,073
Single
4
Bachelor's
null
null
Suburban
Premium
null
8
513
1
2023-11-07 15:21:39.152732
Good
No
Monthly
Condo
439
13,208
29
Female
94,738
Married
0
Master's
null
13.907185
Rural
Basic
1
0
782
5
2022-09-12 15:21:39.223901
Good
Yes
Monthly
Apartment
52
13,209
53
Female
null
Married
4
Bachelor's
Self-Employed
20.982613
Suburban
Comprehensive
null
3
713
6
2023-05-28 15:21:39.134960
Good
No
Monthly
Apartment
49
13,210
22
Male
17,140
Divorced
1
Bachelor's
Unemployed
30.42696
Urban
Basic
1
15
849
5
2021-03-10 15:21:39.134960
Good
No
Rarely
Condo
576
13,211
60
Female
43,839
Married
0
Master's
Self-Employed
19.769467
Rural
Premium
null
16
543
4
2020-06-13 15:21:39.263607
Poor
No
Weekly
Condo
2,433
13,212
20
Female
16,360
Married
4
Bachelor's
Employed
18.011579
Suburban
Premium
1
13
652
4
2023-09-19 15:21:39.114118
Good
Yes
Weekly
Condo
1,430
13,213
45
Female
4,004
Married
1
Bachelor's
Unemployed
26.754848
Rural
Comprehensive
null
11
639
5
2022-02-26 15:21:39.134960
Good
Yes
Weekly
Apartment
20
13,214
64
Male
29,156
Divorced
2
Bachelor's
null
22.176917
Rural
Comprehensive
1
1
512
3
2021-01-29 15:21:39.213373
Good
Yes
Rarely
House
1,460
13,215
59
Male
61,542
Single
0
High School
Self-Employed
19.143034
Suburban
Premium
1
19
405
2
2021-12-31 15:21:39.086123
Good
No
Weekly
House
2,967
13,216
34
Female
70,872
Single
4
Bachelor's
Unemployed
23.054105
Urban
Basic
1
7
653
2
2021-06-13 15:21:39.134960
Good
No
Monthly
Apartment
160
13,217
51
Male
23,984
Divorced
0
High School
null
40.723985
Urban
Basic
2
4
657
9
2020-03-19 15:21:39.134960
Poor
No
Rarely
House
615
13,218
32
Female
14,862
Single
1
Master's
Self-Employed
13.929042
Rural
Basic
0
14
745
8
2021-09-13 15:21:39.155231
Average
No
Weekly
Condo
1,637
13,219
40
Male
33,013
Married
0
High School
Unemployed
41.559926
Urban
Basic
1
18
null
9
2021-11-25 15:21:39.182597
Poor
Yes
Weekly
House
1,010
13,220
34
Male
2,174
Married
null
High School
Employed
24.077757
Rural
Premium
1
5
489
3
2019-12-02 15:21:39.268507
Average
No
Daily
House
416
13,221
22
Male
70,624
Divorced
2
Master's
Employed
19.30606
Suburban
Comprehensive
null
4
469
7
2021-09-18 15:21:39.128286
Poor
Yes
Daily
Condo
2,626
13,222
40
Male
24,299
Divorced
0
High School
null
18.83479
Urban
Premium
0
4
719
5
2023-11-18 15:21:39.155231
Good
No
Weekly
House
48
13,223
58
Male
59,054
Married
null
High School
Unemployed
17.889847
Rural
Comprehensive
0
6
449
8
2023-07-10 15:21:39.155231
Poor
No
Rarely
House
940
13,224
55
Female
63,860
Divorced
3
PhD
Employed
11.926191
Rural
Basic
1
17
434
9
2023-11-21 15:21:39.123711
Good
No
Monthly
Condo
1,421
13,225
29
Female
8,592
Single
1
Master's
Self-Employed
17.24044
Urban
Basic
null
11
849
6
2024-02-08 15:21:39.198406
Average
Yes
Daily
Apartment
1,149
13,226
55
Male
111,982
Married
2
Bachelor's
Unemployed
15.958232
Urban
Comprehensive
0
11
415
7
2021-02-15 15:21:39.119168
Good
No
Daily
House
280
13,227
18
Male
4,838
Divorced
null
PhD
Self-Employed
24.203683
Suburban
Premium
0
18
519
6
2019-10-21 15:21:39.165120
Good
No
Rarely
Apartment
1,615
13,228
29
Female
43,431
Divorced
2
Master's
Unemployed
33.053366
Suburban
Comprehensive
2
0
null
9
2022-02-12 15:21:39.237118
Average
No
Daily
Condo
117
13,229
22
Male
null
Married
2
PhD
null
45.649341
Suburban
Premium
null
6
300
6
2022-08-16 15:21:39.134819
Good
No
Weekly
House
882
13,230
52
Female
49,438
Single
4
Master's
Self-Employed
9.798214
Urban
Comprehensive
1
9
381
7
2023-05-21 15:21:39.081504
Poor
No
Weekly
Condo
463
13,231
19
Male
1,406
Married
2
High School
null
51.754093
Urban
Premium
0
14
null
1
2021-11-18 15:21:39.255696
Good
No
Weekly
Condo
581
13,232
57
Female
39,781
Divorced
null
PhD
null
25.092913
Urban
Comprehensive
0
14
779
5
2020-07-01 15:21:39.123711
Poor
No
Daily
Condo
394
13,233
61
Male
15,284
Married
2
Master's
null
34.181586
Suburban
Basic
1
16
710
6
2022-07-23 15:21:39.105504
Average
No
Daily
Condo
1,079
13,234
31
Male
3,045
Single
4
High School
Self-Employed
10.539031
Urban
Basic
0
3
767
2
2021-02-24 15:21:39.129190
Poor
No
Monthly
Apartment
2,327
13,235
18
Male
133,987
Single
2
High School
Self-Employed
18.766183
Rural
Premium
2
15
834
1
2023-08-04 15:21:39.125660
Average
No
Monthly
House
23
13,236
19
Male
38,446
Married
2
Master's
Self-Employed
36.816755
Urban
Premium
null
10
648
9
2023-12-18 15:21:39.194829
Average
Yes
Daily
Apartment
790
13,237
47
Female
14,824
Divorced
0
PhD
Employed
35.819311
Urban
Basic
2
7
585
9
2020-11-26 15:21:39.155231
Average
No
Weekly
House
143
13,238
32
Male
1,851
Married
0
PhD
Employed
null
Suburban
Premium
1
13
null
3
2023-02-26 15:21:39.285112
Good
Yes
Daily
Condo
641
13,239
40
Male
56,522
Divorced
3
PhD
Self-Employed
42.172524
Urban
Basic
1
2
819
5
2022-06-16 15:21:39.217387
Poor
Yes
Monthly
Apartment
150
13,240
60
Male
5,929
Married
2
High School
Unemployed
40.485086
Rural
Premium
0
7
797
4
2021-07-02 15:21:39.286113
Good
Yes
Monthly
Condo
486
13,241
19
Male
42,438
Married
2
High School
Self-Employed
18.523517
Suburban
Comprehensive
0
18
392
3
2023-09-27 15:21:39.237118
Average
Yes
Rarely
House
1,302
13,242
43
Male
45,971
Married
2
Master's
Unemployed
15.881609
Rural
Premium
null
6
null
6
2022-03-29 15:21:39.256696
Poor
No
Monthly
House
585
13,243
36
Female
65,741
Single
2
Bachelor's
Employed
32.084922
Urban
Premium
null
1
496
4
2023-11-27 15:21:39.134960
Good
No
Rarely
Condo
2,534
13,244
61
Male
36,454
Divorced
2
PhD
Unemployed
26.967706
Suburban
Premium
null
19
671
1
2023-04-15 15:21:39.084065
Average
Yes
Weekly
Condo
543
13,245
null
Male
68,857
Married
4
Master's
null
13.624875
Urban
Premium
2
18
458
2
2022-09-13 15:21:39.093681
Average
Yes
Monthly
House
1,793
13,246
35
Male
64,333
Single
2
Master's
Unemployed
20.414041
Urban
Basic
1
5
729
2
2022-06-26 15:21:39.134960
Average
Yes
Monthly
Apartment
64
13,247
49
Female
15,144
Divorced
3
Bachelor's
null
35.739525
Suburban
Premium
3
10
468
7
2023-03-07 15:21:39.126661
Poor
No
Monthly
House
774
13,248
64
Male
3,800
Divorced
0
High School
null
27.785073
Suburban
Comprehensive
2
13
636
4
2023-03-09 15:21:39.118178
Average
Yes
Daily
House
1,002
13,249
29
Female
17,095
Single
3
High School
Employed
32.83651
Urban
Comprehensive
0
10
659
1
2021-03-28 15:21:39.181605
Good
Yes
Daily
Apartment
39
13,250
50
Female
null
Married
1
Bachelor's
null
29.869277
Suburban
Comprehensive
2
11
346
3
2019-09-02 15:21:39.224915
Average
Yes
Weekly
House
1,071
13,251
32
Male
18,097
Married
null
Bachelor's
Self-Employed
24.483577
Urban
Comprehensive
1
3
null
8
2023-01-17 15:21:39.122134
Average
Yes
Rarely
Condo
629
13,252
64
Female
1,002
Divorced
1
Bachelor's
Unemployed
47.451227
Rural
Comprehensive
null
6
502
5
2024-07-06 15:21:39.096739
Average
Yes
Rarely
House
564
13,253
35
Female
43,834
Single
4
Master's
null
38.052141
Urban
Comprehensive
null
16
557
9
2021-08-30 15:21:39.202448
Average
Yes
Weekly
Apartment
735
13,254
32
Male
149,966
Divorced
0
PhD
Employed
51.34165
Urban
Basic
0
6
445
5
2023-01-11 15:21:39.269494
Poor
No
Weekly
Condo
795
13,255
26
Male
136,098
Single
0
PhD
null
7.552458
Suburban
Comprehensive
0
9
338
5
2022-03-26 15:21:39.228521
Good
No
Weekly
Condo
1,231
13,256
32
Male
31,205
Married
1
High School
null
28.590157
Rural
Comprehensive
1
17
680
8
2022-11-11 15:21:39.093681
Average
No
Rarely
House
1,368
13,257
54
Male
3,253
Married
0
High School
Employed
34.796605
Rural
Premium
2
15
513
6
2021-10-26 15:21:39.152732
Poor
No
Weekly
Apartment
913
13,258
27
Male
null
Divorced
1
PhD
Unemployed
39.849765
Urban
Premium
0
9
null
4
2022-03-17 15:21:39.258696
Average
No
Daily
Condo
253
13,259
33
Male
557
Single
4
Bachelor's
Unemployed
20.553361
Rural
Basic
null
2
438
1
2020-09-26 15:21:39.276901
Good
Yes
Monthly
Condo
662
13,260
50
Male
34,403
Married
1
PhD
null
29.591959
Urban
Comprehensive
0
17
573
5
2020-09-12 15:21:39.246098
Poor
No
Monthly
Condo
928
13,261
41
Male
44,763
Married
4
Master's
Employed
33.874122
Suburban
Premium
0
14
434
7
2021-08-07 15:21:39.148733
Good
Yes
Rarely
House
1,409
13,262
53
Male
2,956
Divorced
4
PhD
Unemployed
18.786523
Rural
Comprehensive
1
13
578
6
2019-12-15 15:21:39.155231
Good
Yes
Monthly
Condo
885
13,263
60
Male
39,744
null
2
PhD
Self-Employed
25.594554
Rural
Basic
2
13
490
1
2023-09-26 15:21:39.169102
Good
Yes
Weekly
Condo
1,251
13,264
19
Male
31,688
Divorced
4
PhD
null
13.286918
Rural
Basic
0
7
788
1
2022-09-30 15:21:39.273973
Good
Yes
Monthly
Apartment
996
13,265
25
Female
108,620
Divorced
3
Master's
Unemployed
14.86729
Rural
Basic
null
17
null
4
2022-11-28 15:21:39.131192
null
No
Monthly
Condo
402
13,266
48
Female
34,386
Divorced
3
Master's
Self-Employed
9.849792
Suburban
Premium
2
16
438
4
2022-11-27 15:21:39.204790
Average
No
Weekly
Apartment
511
13,267
40
Male
90,711
Divorced
2
High School
Employed
null
Suburban
Comprehensive
1
19
584
9
2020-04-02 15:21:39.095696
null
Yes
Rarely
House
825
13,268
33
Male
3,999
Single
0
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
17
714
9
2023-10-31 15:21:39.248098
Poor
Yes
Weekly
House
1,561
13,269
46
Male
58,034
Single
null
High School
Self-Employed
33.717851
Urban
Premium
1
1
662
6
2021-04-16 15:21:39.155231
Good
No
Monthly
House
302
13,270
53
Male
101,721
Divorced
2
Master's
null
13.691417
Rural
Basic
null
16
309
4
2024-07-30 15:21:39.265513
Poor
Yes
Monthly
Apartment
1,525
13,271
36
Male
27,883
Married
null
High School
Self-Employed
44.297777
Urban
Premium
1
12
302
7
2021-09-20 15:21:39.164044
Average
No
Monthly
House
1,022
13,272
64
Female
21,405
Married
0
PhD
Self-Employed
10.705617
Urban
Premium
1
13
592
7
2021-10-03 15:21:39.172097
Average
No
Rarely
House
2,554
13,273
30
Male
6,058
Single
2
Master's
null
null
Suburban
Basic
null
15
null
9
2020-10-15 15:21:39.155231
Average
Yes
Daily
Apartment
744
13,274
32
Male
29,700
Single
0
Bachelor's
Employed
34.069281
Rural
Basic
0
11
517
7
2024-01-13 15:21:39.228521
Poor
No
Rarely
House
541
13,275
38
Male
7,520
Married
4
Bachelor's
Self-Employed
5.814632
Rural
Premium
0
0
761
8
2021-07-05 15:21:39.155231
Good
Yes
Weekly
House
753
13,276
49
Male
8,262
Divorced
4
Master's
null
31.37942
Rural
Comprehensive
1
3
751
9
2023-09-24 15:21:39.092127
Average
No
Rarely
House
774
13,277
32
Male
29,083
Divorced
0
Master's
Employed
null
Suburban
Comprehensive
null
6
751
9
2021-12-03 15:21:39.164044
Average
Yes
Daily
Condo
583
13,278
50
Male
12,546
Single
null
High School
Unemployed
31.501859
Rural
Premium
2
5
407
4
2022-06-02 15:21:39.133866
Average
Yes
Weekly
House
1,650
13,279
49
Male
62,855
Married
null
High School
Unemployed
51.358525
Rural
Comprehensive
1
7
785
6
2020-12-24 15:21:39.096739
Average
No
Rarely
House
1,311
13,280
50
Female
18,072
Divorced
2
Master's
null
30.157875
Suburban
Basic
null
11
602
3
2024-08-08 15:21:39.252145
Good
Yes
Monthly
House
1,354
13,281
40
Male
null
Single
0
High School
Employed
7.782319
Rural
Premium
0
9
null
1
2022-07-27 15:21:39.147735
Poor
No
Daily
Condo
228
13,282
38
Female
18,351
Divorced
2
High School
Self-Employed
4.891013
Rural
Comprehensive
0
10
null
3
2021-06-26 15:21:39.251142
Poor
Yes
Monthly
Apartment
30
13,283
27
Female
9,962
Single
3
PhD
Employed
16.845998
Urban
Comprehensive
0
8
null
6
2022-05-03 15:21:39.145732
Average
Yes
Monthly
Condo
498
13,284
35
Female
54,981
Divorced
3
Bachelor's
Employed
null
Suburban
Premium
1
13
657
3
2024-01-18 15:21:39.092127
Average
Yes
Daily
Apartment
48
13,285
61
Male
27,430
Married
2
High School
Employed
35.922645
Urban
Premium
1
2
400
2
2019-12-06 15:21:39.244069
null
Yes
Daily
House
1,537
13,286
51
Female
17,175
Divorced
4
High School
Self-Employed
33.09404
Rural
Premium
null
4
null
7
2021-08-18 15:21:39.122134
Poor
Yes
Daily
Condo
643
13,287
50
Female
35,644
Single
2
High School
Self-Employed
6.33017
Rural
Premium
1
0
null
2
2020-03-17 15:21:39.082499
Poor
Yes
Rarely
Condo
22
13,288
24
Female
28,305
Married
0
Master's
Self-Employed
35.257579
Urban
Basic
0
16
683
4
2020-01-22 15:21:39.237118
Average
No
Daily
House
2,072
13,289
20
Male
57,780
Divorced
3
Master's
Unemployed
19.002442
Urban
Basic
0
7
387
2
2024-02-20 15:21:39.118178
Good
No
Weekly
Condo
1,801
13,290
19
Male
16,015
Divorced
null
High School
Employed
51.868834
Suburban
Premium
0
1
442
3
2022-04-11 15:21:39.207847
null
No
Rarely
Apartment
2,341
13,291
33
Male
3,953
Married
0
Bachelor's
Unemployed
12.788914
Rural
Premium
null
17
337
1
2021-02-25 15:21:39.170099
Good
Yes
Monthly
Condo
108
13,292
39
Male
35,321
Divorced
1
PhD
Unemployed
21.75158
Suburban
Comprehensive
1
2
729
5
2022-02-06 15:21:39.211806
Good
Yes
Rarely
Apartment
115
13,293
35
Male
36,206
Married
0
Master's
null
6.928284
Urban
Comprehensive
1
1
596
2
2023-10-16 15:21:39.147735
Average
No
Monthly
Condo
3,545
13,294
52
Male
null
Single
0
Master's
Self-Employed
16.927357
Rural
Premium
null
7
362
3
2024-03-03 15:21:39.149731
Poor
Yes
Rarely
House
416
13,295
47
Male
17,120
Married
1
Master's
Employed
25.580098
Urban
Basic
2
5
602
7
2024-04-09 15:21:39.150730
Good
No
Daily
Apartment
943
13,296
null
Female
10,177
Single
4
PhD
null
null
Suburban
Premium
1
13
755
3
2024-04-25 15:21:39.088124
Average
No
Rarely
House
474
13,297
57
Male
44,791
Divorced
4
Bachelor's
null
24.58577
Suburban
Comprehensive
null
9
731
7
2020-08-15 15:21:39.279729
Poor
Yes
Monthly
Condo
769
13,298
30
Male
16,696
Single
0
Master's
Unemployed
20.067612
Suburban
Premium
3
18
573
4
2021-12-16 15:21:39.288099
Good
No
Rarely
Apartment
649
13,299
62
Male
null
Single
0
PhD
null
28.470175
Suburban
Comprehensive
0
17
599
1
2024-05-31 15:21:39.112553
Good
No
Weekly
House
227