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
1,164,200
54
Female
25,791
Divorced
3
Bachelor's
null
16.444719
Urban
Basic
2
14
485
7
2021-12-06 15:21:39.176717
Good
Yes
Daily
Apartment
1,729
1,164,201
25
Male
8,878
Divorced
1
High School
Self-Employed
33.392667
Suburban
Basic
0
16
834
9
2021-05-01 15:21:39.152732
null
No
Monthly
Condo
1,502
1,164,202
26
Male
39,729
Divorced
3
PhD
null
36.812291
Suburban
Premium
null
17
538
7
2021-01-08 15:21:39.224915
Poor
No
Daily
House
1,444
1,164,203
26
Male
68,460
Divorced
1
Master's
null
38.826188
Suburban
Premium
2
16
536
6
2022-11-23 15:21:39.231531
null
No
Rarely
Apartment
2,610
1,164,204
52
Male
56,511
Single
0
Bachelor's
null
31.243959
Urban
Premium
1
1
671
9
2022-10-11 15:21:39.281787
Average
No
Rarely
Apartment
201
1,164,205
52
Male
null
Married
1
PhD
Self-Employed
21.354057
Rural
Premium
2
13
652
3
2022-11-07 15:21:39.100695
Average
No
Weekly
Apartment
49
1,164,206
18
Female
24,146
Divorced
0
PhD
null
13.077463
Rural
Comprehensive
null
1
604
5
2023-08-21 15:21:39.279729
Average
Yes
Rarely
Apartment
1,614
1,164,207
27
Female
23,401
Married
2
PhD
null
19.058993
Urban
Basic
0
14
569
7
2023-05-20 15:21:39.194829
Good
Yes
Daily
Condo
619
1,164,208
40
Female
29,085
Married
2
Master's
Employed
null
Rural
Premium
null
1
532
6
2020-10-09 15:21:39.121169
Average
No
Monthly
House
910
1,164,209
28
Male
438
Single
0
High School
Employed
26.907856
Rural
Premium
0
11
null
4
2021-06-29 15:21:39.257696
Average
Yes
Daily
Apartment
303
1,164,210
45
Male
16,891
Single
0
Bachelor's
Employed
24.739501
Urban
Premium
1
4
586
8
2021-03-27 15:21:39.108562
Average
No
Rarely
Condo
1,310
1,164,211
27
Male
27,962
Married
4
High School
Employed
50.837296
Suburban
Basic
0
9
688
5
2022-02-10 15:21:39.155231
Poor
No
Rarely
House
513
1,164,212
19
Male
18,277
Divorced
null
Bachelor's
null
17.24056
Rural
Basic
0
10
635
5
2020-01-09 15:21:39.129190
Poor
Yes
Weekly
Apartment
113
1,164,213
34
Male
82,572
Divorced
4
PhD
Employed
27.843165
Rural
Comprehensive
3
8
822
7
2020-09-16 15:21:39.119168
Poor
Yes
Rarely
Apartment
1,945
1,164,214
32
Female
53,512
Married
1
High School
null
45.495093
Rural
Basic
null
14
786
9
2023-04-30 15:21:39.165120
Poor
No
Rarely
Apartment
113
1,164,215
19
Female
76,391
Married
0
PhD
Self-Employed
29.923009
Suburban
Premium
null
10
476
6
2023-02-06 15:21:39.134960
Poor
Yes
Monthly
Apartment
182
1,164,216
59
Male
61,762
Single
2
High School
Self-Employed
31.051959
Suburban
Basic
2
10
321
1
2023-07-23 15:21:39.237118
Poor
Yes
Weekly
Condo
693
1,164,217
52
Female
21,451
Married
4
High School
Employed
35.084951
Rural
Comprehensive
null
17
427
4
2020-03-29 15:21:39.098696
Poor
Yes
Daily
House
444
1,164,218
41
Female
7,865
Divorced
null
High School
Unemployed
29.187834
Rural
Premium
0
15
587
2
2020-01-09 15:21:39.289099
Average
Yes
Monthly
Condo
1,526
1,164,219
39
Female
15,791
Single
0
High School
Unemployed
null
Suburban
Premium
null
3
572
1
2020-01-27 15:21:39.155231
Average
No
Rarely
Condo
921
1,164,220
61
Female
4,726
Single
3
Bachelor's
Unemployed
21.935694
Suburban
Comprehensive
null
16
466
3
2024-08-04 15:21:39.264504
Good
Yes
Rarely
Condo
992
1,164,221
37
Female
null
Divorced
3
High School
null
31.993976
Rural
Comprehensive
null
1
383
3
2022-03-07 15:21:39.281787
Good
Yes
Daily
Apartment
2,220
1,164,222
21
Female
10,197
Single
1
High School
Self-Employed
37.881565
Urban
Comprehensive
null
0
636
8
2020-03-15 15:21:39.155231
Average
Yes
Monthly
Condo
1,439
1,164,223
38
Female
19,281
Single
4
High School
Employed
23.493119
Suburban
Comprehensive
1
16
660
5
2022-08-20 15:21:39.172097
Good
No
Daily
Apartment
268
1,164,224
35
Female
9,071
Divorced
2
High School
null
16.447989
Urban
Comprehensive
1
2
719
7
2023-12-30 15:21:39.223901
Average
No
Weekly
Apartment
649
1,164,225
28
Male
18,455
Divorced
2
Bachelor's
null
20.675878
Suburban
Premium
1
15
705
1
2021-08-09 15:21:39.256696
Average
Yes
Monthly
House
3,246
1,164,226
24
Female
44,127
Married
2
Bachelor's
Self-Employed
27.637844
Urban
Comprehensive
1
1
636
9
2024-05-28 15:21:39.209847
Good
No
Rarely
House
538
1,164,227
41
Male
28,574
Married
2
Bachelor's
Employed
11.086449
Urban
Comprehensive
1
15
397
9
2020-07-13 15:21:39.276901
Good
Yes
Weekly
Condo
1,015
1,164,228
52
Male
2,399
Divorced
1
High School
Employed
26.987549
Rural
Premium
0
17
513
3
2022-04-06 15:21:39.205850
Poor
Yes
Weekly
Condo
27
1,164,229
53
Female
41,887
Divorced
0
Bachelor's
Self-Employed
28.446773
Rural
Comprehensive
0
18
771
8
2021-07-14 15:21:39.087123
null
Yes
Daily
House
742
1,164,230
20
Male
20,659
Married
2
PhD
null
27.233347
Suburban
Basic
1
18
464
7
2020-08-10 15:21:39.191219
Good
No
Daily
Condo
812
1,164,231
24
Male
3,749
Married
1
Bachelor's
Self-Employed
25.539735
Urban
Premium
1
3
446
7
2022-09-11 15:21:39.185215
Poor
No
Monthly
House
1,405
1,164,232
41
Male
30,984
Single
1
PhD
null
29.811369
Urban
Comprehensive
null
13
null
9
2023-06-06 15:21:39.268507
Poor
Yes
Monthly
Apartment
496
1,164,233
32
Male
55,817
Divorced
1
High School
Employed
37.081982
Suburban
Premium
0
12
387
1
2020-09-15 15:21:39.104139
Poor
Yes
Weekly
Apartment
982
1,164,234
30
Male
15,886
Married
2
High School
null
7.957141
Urban
Basic
0
2
552
7
2022-02-21 15:21:39.155231
Good
No
Rarely
Apartment
757
1,164,235
23
Female
17,900
Single
0
High School
Employed
13.907262
Suburban
Comprehensive
0
2
751
3
2021-04-08 15:21:39.273973
Average
Yes
Daily
House
652
1,164,236
23
Male
2,492
Married
2
Bachelor's
null
19.106945
Rural
Basic
null
11
807
6
2022-10-08 15:21:39.134960
null
Yes
Daily
House
848
1,164,237
61
Male
712
Married
1
High School
Self-Employed
8.823014
Suburban
Comprehensive
0
12
477
6
2022-06-04 15:21:39.134960
Good
Yes
Daily
Apartment
861
1,164,238
55
Male
801
Divorced
2
Master's
Employed
15.927279
Suburban
Basic
null
3
495
5
2023-10-15 15:21:39.255696
Good
Yes
Monthly
Condo
105
1,164,239
41
Male
6,939
Divorced
4
PhD
null
53.172015
Rural
Premium
1
12
812
1
2023-12-21 15:21:39.097737
Good
No
Daily
Condo
878
1,164,240
41
Male
2,695
Married
3
Master's
Employed
12.291578
Suburban
Premium
null
18
651
8
2022-08-16 15:21:39.206847
Good
Yes
Daily
Apartment
2,389
1,164,241
18
Male
34,918
Single
4
Master's
Employed
14.95525
Rural
Basic
1
8
null
6
2023-09-02 15:21:39.237118
Poor
Yes
Rarely
House
3,025
1,164,242
57
Male
36,100
Divorced
2
Bachelor's
null
27.90786
Suburban
Basic
null
19
586
7
2023-09-01 15:21:39.134960
Poor
No
Weekly
Condo
1,181
1,164,243
46
Female
73,877
Single
4
PhD
null
23.559735
Rural
Comprehensive
0
6
757
7
2023-11-22 15:21:39.194829
Good
Yes
Rarely
House
161
1,164,244
54
Male
8,330
Married
1
PhD
Self-Employed
7.949924
Urban
Comprehensive
2
5
552
4
2023-05-27 15:21:39.165120
Good
Yes
Weekly
House
93
1,164,245
49
Female
16,809
Divorced
1
Bachelor's
Employed
47.948204
Urban
Premium
1
11
581
1
2022-04-21 15:21:39.194829
Average
No
Weekly
House
1,855
1,164,246
43
Male
6,823
Divorced
3
High School
null
null
Suburban
Comprehensive
null
19
591
4
2023-05-10 15:21:39.086123
Average
Yes
Rarely
House
1,141
1,164,247
53
Male
6,054
Married
null
Master's
Unemployed
15.5568
Suburban
Comprehensive
1
4
582
7
2022-07-13 15:21:39.134960
Good
Yes
Rarely
House
857
1,164,248
18
Female
23,834
Married
null
Bachelor's
Employed
4.272198
Rural
Premium
4
2
576
5
2023-06-14 15:21:39.154008
Average
No
Weekly
Apartment
2,519
1,164,249
18
Male
33,159
Single
3
Master's
Employed
44.372927
Rural
Basic
null
4
347
6
2023-08-21 15:21:39.188220
null
No
Rarely
House
1,902
1,164,250
62
Male
17,001
Single
1
Master's
null
25.361205
Urban
Premium
null
18
569
4
2023-07-02 15:21:39.175719
Average
No
Monthly
Condo
1,189
1,164,251
30
Male
24,761
Divorced
2
PhD
Unemployed
44.12337
Rural
Premium
null
12
null
8
2020-06-16 15:21:39.287115
Average
Yes
Weekly
Condo
785
1,164,252
34
Male
1,589
Divorced
2
Bachelor's
Employed
21.264849
Suburban
Basic
2
0
518
1
2023-12-11 15:21:39.155231
Good
Yes
Rarely
Condo
930
1,164,253
59
Male
3,268
Married
0
PhD
null
null
Rural
Premium
0
14
829
2
2022-12-05 15:21:39.173834
Poor
Yes
Daily
Condo
791
1,164,254
63
Female
57
Divorced
2
PhD
Employed
null
Suburban
Premium
2
18
745
1
2023-10-16 15:21:39.134960
Average
Yes
Rarely
Apartment
1,434
1,164,255
45
Male
13,881
Single
2
High School
null
10.517818
Rural
Comprehensive
0
15
575
5
2023-08-20 15:21:39.097737
Average
Yes
Weekly
House
893
1,164,256
61
Female
9,253
Divorced
3
PhD
Employed
30.879433
Rural
Comprehensive
null
17
642
6
2024-08-15 15:21:39.082499
Average
Yes
Monthly
House
2,132
1,164,257
58
Male
3,599
Married
4
PhD
null
11.688505
Urban
Comprehensive
null
2
324
1
2024-02-14 15:21:39.218388
Good
No
Rarely
Condo
970
1,164,258
47
Female
24,752
Divorced
4
High School
Unemployed
20.076496
Suburban
Premium
0
0
767
4
2022-02-14 15:21:39.237118
Average
No
Daily
Condo
101
1,164,259
29
Female
36,676
Married
3
Master's
null
20.564453
Rural
Basic
1
0
676
7
2023-09-07 15:21:39.252145
Poor
No
Daily
House
876
1,164,260
32
Female
6,926
Single
3
Master's
null
45.337909
Suburban
Premium
2
6
667
9
2022-02-15 15:21:39.237118
Average
Yes
Daily
Apartment
494
1,164,261
24
Male
49,072
Married
0
Bachelor's
Self-Employed
30.163616
Urban
Comprehensive
0
8
558
9
2020-07-14 15:21:39.134960
Average
No
Rarely
Apartment
48
1,164,262
null
Male
44,162
Married
4
Bachelor's
Unemployed
32.131995
Urban
Comprehensive
1
10
659
1
2021-07-06 15:21:39.263432
Poor
Yes
Rarely
Condo
904
1,164,263
48
Female
45,972
Divorced
3
Master's
Unemployed
33.058986
Urban
Comprehensive
null
8
718
9
2024-03-01 15:21:39.205850
Poor
Yes
Monthly
Condo
981
1,164,264
46
Female
111,093
Married
0
Master's
Self-Employed
49.819322
Urban
Basic
2
0
null
7
2023-07-01 15:21:39.095696
Good
No
Monthly
Condo
1,879
1,164,265
46
Male
29,593
Married
2
High School
Employed
45.054397
Urban
Basic
0
19
626
2
2020-05-02 15:21:39.263607
Poor
No
Daily
Apartment
684
1,164,266
50
Male
33,138
Married
1
Bachelor's
Self-Employed
49.895213
Suburban
Premium
null
15
728
4
2020-04-30 15:21:39.092127
Poor
Yes
Rarely
Apartment
762
1,164,267
38
Female
43,837
Single
4
High School
Unemployed
4.865991
Suburban
Basic
null
12
739
5
2023-05-30 15:21:39.171102
Good
Yes
Daily
Condo
801
1,164,268
44
Female
8,072
Divorced
4
PhD
Unemployed
6.913676
Urban
Basic
1
6
575
4
2020-06-02 15:21:39.134960
Average
No
Daily
Condo
1,215
1,164,269
23
Female
67,517
Single
2
Master's
null
32.814973
Urban
Premium
2
11
403
9
2021-05-19 15:21:39.289099
Poor
Yes
Rarely
Apartment
809
1,164,270
40
Male
3,577
Married
null
Master's
Employed
24.743256
Rural
Basic
0
0
757
1
2020-06-27 15:21:39.176717
Good
Yes
Weekly
Apartment
397
1,164,271
61
Female
10,892
Single
3
PhD
Employed
18.764145
Rural
Basic
0
11
613
5
2021-07-21 15:21:39.155231
Average
No
Daily
Condo
881
1,164,272
23
Male
85,896
Single
2
PhD
Employed
11.857387
Suburban
Basic
0
10
301
8
2022-12-14 15:21:39.155231
Good
No
Monthly
Condo
1,165
1,164,273
25
Male
11,537
Single
2
Bachelor's
Self-Employed
27.646834
Suburban
Premium
1
17
407
6
2024-07-06 15:21:39.134960
Average
Yes
Rarely
House
3,102
1,164,274
61
Female
10,988
Married
3
PhD
Self-Employed
43.567221
Urban
Comprehensive
1
7
841
4
2022-12-26 15:21:39.119168
Average
No
Weekly
Apartment
607
1,164,275
27
Female
80,198
Divorced
0
High School
null
18.869469
Rural
Basic
3
2
493
9
2020-09-29 15:21:39.273973
Poor
Yes
Daily
Condo
110
1,164,276
37
Male
955
Divorced
4
Bachelor's
Self-Employed
29.502411
Urban
Premium
2
0
603
5
2019-12-10 15:21:39.274993
Good
Yes
Monthly
House
3,769
1,164,277
39
Male
4,439
Single
2
Master's
Employed
19.957671
Rural
Basic
2
6
518
2
2020-01-13 15:21:39.170099
Good
No
Daily
House
22
1,164,278
62
Male
739
Divorced
1
PhD
Employed
14.715638
Rural
Premium
2
15
685
6
2022-05-06 15:21:39.188220
Good
Yes
Rarely
Condo
1,336
1,164,279
62
Female
38,287
Married
0
High School
Self-Employed
25.353135
Suburban
Basic
null
17
513
7
2019-12-06 15:21:39.134819
Good
No
Daily
Apartment
1,881
1,164,280
null
Female
50,830
Divorced
3
Bachelor's
Employed
30.454048
Rural
Premium
1
2
402
4
2024-04-04 15:21:39.249100
Good
Yes
Daily
House
1,858
1,164,281
20
Male
33,405
Married
3
High School
Self-Employed
21.055435
Suburban
Premium
null
6
794
9
2019-09-17 15:21:39.199447
Poor
No
Rarely
House
1,668
1,164,282
49
Female
26,433
Single
3
PhD
Employed
41.867487
Rural
Comprehensive
1
4
641
4
2022-10-09 15:21:39.233485
null
Yes
Rarely
Apartment
1,215
1,164,283
57
Female
5,435
Married
1
PhD
null
20.289465
Rural
Premium
3
15
323
3
2023-05-20 15:21:39.276901
Poor
No
Weekly
House
4,538
1,164,284
34
Female
null
Married
4
PhD
Self-Employed
24.756231
Urban
Premium
1
17
595
8
2021-12-06 15:21:39.134960
Good
No
Monthly
Apartment
281
1,164,285
61
Female
28,016
Single
2
Master's
Self-Employed
14.494445
Rural
Premium
0
12
null
5
2021-12-13 15:21:39.285112
Good
Yes
Rarely
House
1,219
1,164,286
57
Female
11,555
Divorced
3
Master's
Self-Employed
34.60696
Urban
Comprehensive
0
3
786
5
2022-07-02 15:21:39.237118
null
No
Daily
Condo
482
1,164,287
34
Female
28,680
Married
1
Bachelor's
null
39.998069
Suburban
Comprehensive
0
13
543
7
2023-01-30 15:21:39.134960
Good
Yes
Daily
Apartment
2,470
1,164,288
56
Female
20,981
Single
0
Bachelor's
null
13.723662
Suburban
Premium
1
14
null
5
2020-10-14 15:21:39.093681
Poor
No
Weekly
House
1,543
1,164,289
62
Male
null
Single
3
PhD
Employed
7.82717
Suburban
Premium
1
3
null
6
2021-12-11 15:21:39.198406
Good
Yes
Daily
Apartment
48
1,164,290
59
Male
926
Single
1
Master's
Unemployed
18.579036
Rural
Comprehensive
2
2
573
6
2021-02-28 15:21:39.097737
Good
No
Monthly
Condo
25
1,164,291
41
Female
18,042
Divorced
0
PhD
Employed
35.683295
Rural
Premium
null
16
599
5
2021-06-23 15:21:39.172097
Good
No
Daily
Apartment
588
1,164,292
49
Male
18,054
Married
0
Bachelor's
Self-Employed
43.049097
Urban
Premium
2
8
590
6
2022-01-17 15:21:39.288099
Poor
Yes
Monthly
Condo
609
1,164,293
30
Male
53,445
Married
null
Master's
Self-Employed
9.959391
Suburban
Premium
null
8
602
9
2023-04-20 15:21:39.155231
Good
Yes
Weekly
Apartment
176
1,164,294
56
Male
35,064
Divorced
3
Master's
Employed
11.917008
Suburban
Premium
null
13
719
8
2024-05-27 15:21:39.192212
Average
No
Rarely
Condo
165
1,164,295
51
Female
40,540
Divorced
4
Master's
Employed
47.98985
Suburban
Premium
null
13
338
4
2023-01-12 15:21:39.098696
null
No
Daily
House
538
1,164,296
61
Male
87,886
Married
2
Bachelor's
null
12.719863
Rural
Comprehensive
0
18
842
4
2021-04-10 15:21:39.105504
Poor
Yes
Daily
Apartment
284
1,164,297
60
Male
30,911
Single
null
Bachelor's
null
18.597801
Suburban
Basic
null
12
703
9
2022-08-21 15:21:39.233485
Average
No
Rarely
House
2,636
1,164,298
33
Female
38,969
Single
2
High School
Employed
8.586741
Urban
Basic
1
16
730
3
2024-06-13 15:21:39.273973
Average
Yes
Monthly
House
1,164
1,164,299
43
Male
35,692
Single
0
Master's
null
44.879506
Rural
Basic
null
16
657
3
2023-08-20 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,188