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
10,200
39
Male
11,900
Single
0
High School
null
23.722168
Suburban
Premium
2
6
317
5
2019-10-07 15:21:39.261856
Poor
Yes
Monthly
House
604
10,201
19
Male
71,599
Divorced
null
Master's
null
32.769742
Suburban
Comprehensive
1
16
513
1
2023-09-22 15:21:39.134960
Average
Yes
Daily
Condo
51
10,202
56
Female
1,037
Single
1
Master's
Unemployed
12.166874
Suburban
Comprehensive
null
19
575
5
2021-03-12 15:21:39.155231
Poor
No
Monthly
Condo
2,627
10,203
61
Female
5,939
Married
4
High School
null
38.64143
Suburban
Comprehensive
null
14
null
7
2022-12-31 15:21:39.198406
null
No
Monthly
House
652
10,204
38
Male
50,636
Married
3
High School
null
13.959406
Suburban
Comprehensive
0
4
624
5
2022-03-13 15:21:39.134960
Poor
Yes
Weekly
Apartment
338
10,205
45
Male
46,800
Single
0
High School
null
22.398601
Rural
Basic
2
15
824
7
2022-09-30 15:21:39.210805
null
Yes
Weekly
Apartment
962
10,206
57
Male
6,098
Divorced
3
High School
Employed
47.959298
Urban
Basic
null
19
null
7
2023-03-30 15:21:39.237118
Poor
Yes
Weekly
Condo
519
10,207
58
Male
1,533
Married
2
Bachelor's
Unemployed
21.72351
Rural
Comprehensive
null
10
638
8
2021-10-25 15:21:39.168099
Poor
No
Daily
Condo
212
10,208
52
Male
113,568
Married
0
Bachelor's
Unemployed
20.829651
Urban
Basic
1
15
653
4
2022-07-03 15:21:39.224915
Poor
No
Rarely
Condo
354
10,209
null
Female
29,288
Married
4
Bachelor's
Employed
19.353834
Urban
Comprehensive
0
13
703
5
2024-05-11 15:21:39.095696
null
Yes
Daily
Condo
634
10,210
56
Female
43,898
Single
null
High School
null
31.886843
Suburban
Basic
1
3
603
9
2020-07-25 15:21:39.100695
Good
No
Rarely
Condo
745
10,211
49
Male
62,464
Single
4
High School
Self-Employed
17.92433
Suburban
Premium
null
3
447
8
2022-10-19 15:21:39.155231
Average
No
Weekly
Condo
784
10,212
30
Female
11,986
Single
1
High School
null
33.593635
Rural
Basic
1
18
337
3
2023-07-06 15:21:39.170099
Good
Yes
Monthly
Apartment
522
10,213
null
Female
71,305
Married
4
Bachelor's
null
28.980745
Urban
Comprehensive
null
0
404
4
2021-07-12 15:21:39.287115
Average
No
Weekly
House
432
10,214
64
Male
16,079
Single
null
PhD
Unemployed
28.148717
Rural
Basic
2
5
828
1
2023-03-20 15:21:39.125660
Good
Yes
Rarely
Condo
1,705
10,215
58
Male
108,121
Single
0
Master's
Unemployed
33.121285
Suburban
Premium
1
4
512
7
2022-08-17 15:21:39.134960
Poor
Yes
Daily
Condo
397
10,216
20
Male
10,677
Married
1
Bachelor's
Unemployed
17.722991
Urban
Basic
1
10
446
2
2020-06-19 15:21:39.180553
Good
Yes
Rarely
Apartment
1,495
10,217
47
Male
46,011
Divorced
1
Master's
null
19.511618
Rural
Comprehensive
null
7
659
2
2021-12-29 15:21:39.226954
Poor
No
Daily
Condo
1,009
10,218
38
Female
17,121
Divorced
3
Bachelor's
null
32.508967
Suburban
Premium
null
18
788
2
2020-03-31 15:21:39.088124
Good
No
Weekly
House
1,674
10,219
51
Male
17,109
Married
4
High School
null
11.538401
Rural
Premium
1
2
848
1
2024-03-09 15:21:39.290098
Average
No
Daily
Apartment
588
10,220
24
Male
107,202
Married
null
PhD
null
24.724495
Rural
Basic
null
18
413
3
2020-06-21 15:21:39.134960
Average
No
Weekly
Condo
107
10,221
51
Male
27,982
Married
1
PhD
Self-Employed
null
Rural
Basic
2
8
null
8
2024-04-26 15:21:39.111551
Good
No
Monthly
Condo
1,282
10,222
32
Female
8,224
Married
2
Master's
Unemployed
17.47284
Rural
Premium
1
13
586
1
2023-03-02 15:21:39.106582
Poor
Yes
Monthly
Condo
775
10,223
24
Female
5,911
Single
0
Master's
Unemployed
9.356432
Suburban
Premium
1
9
595
7
2024-07-23 15:21:39.271453
Poor
No
Daily
Apartment
1,014
10,224
35
Female
100
Divorced
2
Bachelor's
Self-Employed
23.566957
Suburban
Basic
null
9
null
4
2021-06-27 15:21:39.196387
Average
No
Weekly
House
1,564
10,225
19
Female
38,335
Single
0
Bachelor's
Unemployed
11.44847
Rural
Basic
null
6
386
9
2020-04-12 15:21:39.134960
Good
Yes
Rarely
Apartment
476
10,226
18
Male
617
Divorced
2
High School
Self-Employed
23.824092
Rural
Basic
4
5
null
7
2021-12-22 15:21:39.254678
Average
No
Monthly
Condo
1,150
10,227
50
Female
83,540
Divorced
3
PhD
null
11.251533
Urban
Premium
2
13
712
8
2020-05-20 15:21:39.154008
Good
No
Weekly
Apartment
3,716
10,228
59
Male
24,861
Married
1
PhD
Employed
16.188534
Rural
Comprehensive
1
17
624
5
2023-12-24 15:21:39.088124
Good
No
Rarely
House
462
10,229
41
Female
14,899
Single
4
High School
Employed
12.125416
Rural
Comprehensive
null
12
546
2
2022-09-15 15:21:39.105504
Poor
Yes
Weekly
House
761
10,230
59
Female
14,982
Single
2
PhD
Self-Employed
7.812172
Suburban
Basic
0
3
612
2
2021-11-12 15:21:39.205850
Poor
Yes
Rarely
House
1,022
10,231
46
Male
66,448
Divorced
0
PhD
Self-Employed
24.08188
Urban
Basic
2
13
456
2
2023-10-03 15:21:39.194829
Good
Yes
Monthly
House
619
10,232
21
Female
64,785
Divorced
0
Bachelor's
Self-Employed
24.554154
Rural
Comprehensive
1
19
307
5
2022-01-13 15:21:39.172097
Average
No
Weekly
House
172
10,233
40
Male
44,604
Single
4
Bachelor's
Self-Employed
35.602588
Rural
Basic
null
8
484
4
2023-09-04 15:21:39.261856
Average
Yes
Monthly
House
994
10,234
49
Male
44,590
Married
1
High School
null
19.919199
Urban
Premium
1
12
718
6
2024-03-28 15:21:39.186212
Poor
Yes
Daily
Condo
868
10,235
48
Female
66,074
Divorced
3
Master's
null
12.60555
Suburban
Basic
0
11
410
6
2021-08-26 15:21:39.155231
Poor
No
Monthly
Condo
79
10,236
61
Male
36,015
Single
1
Master's
Employed
22.170731
Urban
Basic
0
14
774
8
2022-10-02 15:21:39.232526
Good
Yes
Weekly
House
519
10,237
62
Female
44,938
Divorced
3
High School
Employed
42.023931
Rural
Basic
1
7
730
2
2022-01-23 15:21:39.155231
Average
Yes
Monthly
Condo
881
10,238
25
Female
9,220
Single
2
Master's
Unemployed
21.445817
Urban
Basic
null
1
353
4
2022-05-28 15:21:39.215386
Good
Yes
Weekly
Condo
2,062
10,239
53
Male
null
Single
2
Bachelor's
Self-Employed
41.041193
Rural
Comprehensive
0
19
691
1
2021-09-29 15:21:39.265513
Good
No
Daily
House
421
10,240
51
Female
5,836
null
2
High School
null
27.638747
Rural
Premium
0
14
544
8
2020-10-26 15:21:39.130190
Poor
Yes
Daily
Apartment
518
10,241
62
Female
35,878
Divorced
4
Master's
Unemployed
25.354971
Rural
Basic
2
8
574
7
2019-12-23 15:21:39.274993
Poor
No
Monthly
House
542
10,242
50
Female
20,672
Single
1
PhD
null
49.965896
Suburban
Premium
0
12
699
1
2020-10-22 15:21:39.279729
Poor
No
Rarely
Condo
733
10,243
33
Female
17,183
Divorced
4
Bachelor's
null
7.07876
Rural
Basic
0
12
705
9
2020-02-09 15:21:39.134960
Average
No
Weekly
Apartment
2,436
10,244
35
Male
4,723
Divorced
1
PhD
Employed
11.695538
Rural
Basic
0
3
326
8
2023-04-21 15:21:39.260856
Poor
No
Monthly
House
567
10,245
28
Male
76,623
Divorced
3
High School
Unemployed
39.891429
Suburban
Comprehensive
1
18
478
9
2022-11-28 15:21:39.207847
null
No
Weekly
House
1,207
10,246
61
Female
10,703
Married
3
Master's
Employed
38.222999
Suburban
Basic
0
1
530
7
2019-10-03 15:21:39.155231
Poor
Yes
Rarely
House
328
10,247
51
Male
36,322
Divorced
3
Bachelor's
Unemployed
22.810011
Urban
Basic
1
4
749
9
2022-08-29 15:21:39.145732
Good
No
Monthly
Apartment
2,657
10,248
null
Male
43,689
Single
3
Master's
Unemployed
9.569431
Suburban
Premium
1
2
312
3
2024-08-10 15:21:39.248098
Average
Yes
Monthly
House
509
10,249
49
Male
33,005
Divorced
0
Bachelor's
null
26.058918
Rural
Premium
2
9
768
5
2020-03-28 15:21:39.102694
Average
No
Weekly
House
990
10,250
48
Male
123,675
Divorced
2
Bachelor's
Self-Employed
30.687021
Rural
Comprehensive
1
8
null
1
2024-03-12 15:21:39.185215
Good
Yes
Rarely
House
110
10,251
30
Male
10,094
Single
0
Master's
Self-Employed
22.648914
Rural
Basic
null
7
656
6
2021-05-13 15:21:39.188220
Poor
Yes
Weekly
Condo
1,185
10,252
47
Female
27,401
Single
1
Bachelor's
Self-Employed
26.23943
Urban
Comprehensive
0
7
397
8
2021-06-05 15:21:39.155231
Good
Yes
Monthly
House
1,045
10,253
56
Female
20,597
Divorced
null
High School
Unemployed
12.071876
Urban
Premium
null
18
762
7
2021-10-15 15:21:39.086123
null
No
Weekly
Condo
1,523
10,254
53
Male
18,647
Divorced
4
High School
Employed
10.938144
Rural
Premium
0
3
779
3
2023-03-12 15:21:39.155231
Good
Yes
Daily
Apartment
762
10,255
43
Female
21,872
Single
2
PhD
null
22.338893
Suburban
Basic
null
2
734
6
2020-11-21 15:21:39.237118
Average
Yes
Rarely
Apartment
1,712
10,256
63
Female
80,124
Divorced
0
PhD
Self-Employed
20.626948
Rural
Premium
1
0
null
6
2022-05-24 15:21:39.097737
Good
Yes
Rarely
Apartment
109
10,257
43
Male
27,174
Single
0
High School
Employed
39.595791
Rural
Premium
1
14
552
3
2020-01-02 15:21:39.286113
Poor
No
Daily
House
1,592
10,258
20
Male
137,933
null
1
Master's
Unemployed
28.288935
Suburban
Premium
0
0
659
7
2020-03-14 15:21:39.126661
null
No
Rarely
House
548
10,259
52
Female
20,355
Divorced
null
Master's
null
8.744332
Urban
Comprehensive
1
8
734
7
2021-02-07 15:21:39.278402
Average
Yes
Rarely
Condo
1,442
10,260
32
Female
18,114
Married
1
Bachelor's
Self-Employed
47.892478
Suburban
Premium
0
3
507
2
2020-01-19 15:21:39.134960
Poor
No
Monthly
House
735
10,261
54
Female
62,995
Divorced
4
Bachelor's
Unemployed
34.858704
Rural
Basic
1
14
836
3
2023-09-27 15:21:39.244069
Good
No
Rarely
House
263
10,262
41
Male
497
Divorced
0
Bachelor's
Employed
26.986422
Rural
Premium
null
10
757
7
2020-12-15 15:21:39.174719
Good
No
Monthly
Condo
3,912
10,263
63
Male
124,068
Married
4
PhD
Unemployed
16.36708
Urban
Comprehensive
null
14
637
3
2022-05-23 15:21:39.237118
Average
Yes
Daily
House
120
10,264
25
Female
93,123
Single
0
PhD
null
23.363195
Rural
Basic
null
11
622
1
2019-12-23 15:21:39.259788
Average
Yes
Weekly
House
293
10,265
32
Female
44,740
Married
null
Bachelor's
null
37.638014
Urban
Basic
1
5
574
6
2020-05-07 15:21:39.283783
Good
No
Weekly
Apartment
671
10,266
51
Female
3,923
Divorced
null
PhD
null
25.991517
Rural
Comprehensive
0
18
null
4
2023-05-27 15:21:39.082499
Good
No
Weekly
Condo
2,045
10,267
53
Female
20,921
Married
4
High School
Unemployed
18.826609
Urban
Basic
null
0
551
6
2022-11-06 15:21:39.084065
Good
Yes
Monthly
Apartment
1,432
10,268
18
Male
null
Divorced
null
PhD
Self-Employed
20.702375
Suburban
Premium
null
18
564
5
2023-11-16 15:21:39.174719
Good
Yes
Monthly
House
124
10,269
44
Male
47,928
Divorced
3
High School
Self-Employed
null
Urban
Premium
0
15
632
3
2020-06-16 15:21:39.126661
Poor
No
Daily
House
100
10,270
35
Male
20,886
Married
3
High School
Unemployed
43.939498
Urban
Basic
null
7
621
3
2023-02-22 15:21:39.265513
Average
No
Weekly
House
679
10,271
59
Male
43,910
Divorced
0
High School
null
36.816267
Suburban
Comprehensive
null
3
541
7
2022-12-16 15:21:39.134960
Average
Yes
Daily
House
992
10,272
64
Female
46,144
Divorced
3
High School
Unemployed
25.976244
Urban
Comprehensive
null
2
null
1
2021-09-14 15:21:39.173834
Average
No
Weekly
House
1,394
10,273
29
Male
6,973
Single
2
Bachelor's
Unemployed
24.751277
Urban
Premium
null
11
null
4
2023-04-07 15:21:39.174719
Average
No
Weekly
Condo
1,021
10,274
27
Female
638
Single
3
Bachelor's
Self-Employed
46.651797
Urban
Basic
2
10
530
5
2020-10-20 15:21:39.134960
Average
No
Monthly
House
1,550
10,275
63
Female
61,101
Divorced
null
High School
Employed
44.83396
Suburban
Comprehensive
2
12
484
1
2022-10-09 15:21:39.265513
Good
Yes
Weekly
Apartment
107
10,276
21
Male
45,978
Single
null
Master's
Unemployed
50.857666
Suburban
Comprehensive
1
10
307
9
2023-05-20 15:21:39.134960
Average
No
Rarely
Apartment
755
10,277
41
Male
565
Married
3
Master's
Unemployed
37.794713
Urban
Comprehensive
0
7
472
8
2021-10-08 15:21:39.220389
Good
No
Daily
Apartment
2,904
10,278
21
Male
24,140
Single
3
PhD
Employed
38.254058
Rural
Comprehensive
3
15
null
5
2022-03-06 15:21:39.173834
Good
No
Daily
House
686
10,279
35
Male
638
Single
3
Bachelor's
Unemployed
11.908989
Urban
Basic
null
8
407
9
2021-10-13 15:21:39.267454
Poor
No
Daily
House
2,514
10,280
56
Male
33,454
Divorced
4
Master's
Self-Employed
13.523615
Urban
Basic
1
6
578
4
2022-10-19 15:21:39.151732
Average
Yes
Monthly
Condo
1,448
10,281
57
Female
37,692
Divorced
2
Bachelor's
Self-Employed
29.664865
Suburban
Comprehensive
1
3
811
3
2020-10-17 15:21:39.117183
Poor
Yes
Weekly
Condo
3,835
10,282
39
Male
20,199
Single
1
PhD
Employed
4.972243
Suburban
Basic
2
8
391
9
2021-08-25 15:21:39.221386
Poor
No
Rarely
House
1,738
10,283
25
Female
3,896
Divorced
3
Master's
null
17.869559
Suburban
Basic
1
17
662
1
2022-12-06 15:21:39.111551
null
No
Daily
Condo
2,175
10,284
44
Female
28,398
Married
2
Master's
null
null
Rural
Basic
2
6
686
6
2023-01-07 15:21:39.155231
Poor
No
Weekly
Condo
881
10,285
29
Male
39,079
Married
0
Bachelor's
Self-Employed
16.086999
Urban
Basic
0
16
302
5
2022-08-13 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,611
10,286
28
Male
8,778
Single
4
Master's
Self-Employed
29.343864
Suburban
Premium
0
8
437
6
2022-03-26 15:21:39.237118
Average
No
Rarely
Condo
1,067
10,287
36
Male
91,342
Single
4
Master's
null
27.867667
Rural
Premium
2
10
767
7
2021-04-14 15:21:39.278402
Average
No
Monthly
Apartment
44
10,288
48
Female
34,686
Single
3
High School
Unemployed
8.717064
Urban
Comprehensive
1
10
731
6
2023-05-23 15:21:39.276901
null
No
Monthly
House
545
10,289
33
Male
75,528
Divorced
0
Bachelor's
null
8.946556
Suburban
Comprehensive
null
3
497
6
2020-03-27 15:21:39.086123
null
No
Monthly
Apartment
1,569
10,290
64
Male
6,012
Divorced
0
Master's
null
37.884734
Urban
Premium
0
14
454
6
2021-05-25 15:21:39.134960
Poor
No
Rarely
Condo
629
10,291
56
Female
43,837
Single
4
PhD
Self-Employed
null
Suburban
Comprehensive
1
15
524
7
2021-09-11 15:21:39.237118
Average
Yes
Rarely
Apartment
915
10,292
26
Female
24,299
Divorced
3
PhD
null
11.502675
Suburban
Basic
2
2
459
9
2024-02-27 15:21:39.082499
Poor
No
Rarely
Apartment
1,251
10,293
23
Male
691
Divorced
null
Master's
null
24.857388
Rural
Basic
0
4
748
3
2022-05-16 15:21:39.220389
null
No
Weekly
Apartment
458
10,294
20
Male
11,904
Single
4
PhD
null
25.079394
Urban
Premium
null
2
576
7
2022-07-01 15:21:39.282785
Average
Yes
Rarely
Apartment
815
10,295
37
Male
11,316
Married
2
PhD
Unemployed
31.065384
Urban
Comprehensive
1
0
null
2
2019-12-01 15:21:39.235012
Poor
Yes
Rarely
House
566
10,296
61
Male
7,895
Married
4
Master's
Employed
7.926934
Rural
Comprehensive
2
3
464
1
2019-08-25 15:21:39.283783
Good
Yes
Weekly
Condo
190
10,297
39
Female
6,760
Married
1
Master's
null
10.84839
Suburban
Comprehensive
2
11
461
4
2021-09-14 15:21:39.090124
Good
Yes
Rarely
Condo
35
10,298
18
Male
28,307
Married
1
Master's
Unemployed
14.056316
Suburban
Basic
1
5
481
8
2021-06-10 15:21:39.274993
Average
Yes
Rarely
Apartment
871
10,299
37
Female
38,163
Single
0
Bachelor's
Employed
11.071069
Rural
Comprehensive
1
7
384
1
2022-06-17 15:21:39.185215
Poor
Yes
Monthly
Condo
785