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
1,196,200
56
Female
11,576
Divorced
4
Bachelor's
Employed
34.726131
Rural
Comprehensive
1
1
null
4
2020-09-17 15:21:39.258696
Poor
Yes
Rarely
Condo
573
1,196,201
46
Male
44,803
Divorced
2
Master's
null
43.68142
Suburban
Basic
1
16
646
2
2020-10-25 15:21:39.181605
Average
Yes
Weekly
Condo
1,314
1,196,202
20
Male
27,757
Married
4
Master's
Self-Employed
27.085379
Urban
Comprehensive
1
15
556
1
2020-04-06 15:21:39.172097
Average
Yes
Rarely
House
476
1,196,203
46
Female
31,160
Single
0
Bachelor's
Employed
26.085906
Rural
Comprehensive
1
0
560
5
2020-06-14 15:21:39.120168
Average
No
Monthly
Apartment
1,236
1,196,204
28
Female
63,651
Single
2
Master's
Self-Employed
19.23871
Suburban
Premium
1
0
401
3
2022-07-20 15:21:39.285112
Average
No
Monthly
House
991
1,196,205
62
Female
89,961
Single
3
Master's
null
49.766019
Suburban
Premium
0
7
728
1
2023-05-13 15:21:39.185215
Good
No
Rarely
House
2,549
1,196,206
42
Female
87,032
Divorced
3
PhD
Employed
14.754096
Urban
Comprehensive
3
9
452
8
2019-08-23 15:21:39.257696
Poor
No
Weekly
Apartment
2,848
1,196,207
59
Female
35,533
Married
1
High School
null
19.886959
Suburban
Premium
0
16
null
7
2021-07-23 15:21:39.273973
Poor
No
Monthly
Apartment
2,484
1,196,208
18
Male
1,405
Married
4
PhD
null
20.924453
Urban
Comprehensive
0
11
772
5
2019-11-14 15:21:39.290098
Average
No
Daily
Apartment
3,037
1,196,209
34
Female
32,340
Single
2
Master's
Unemployed
9.818247
Rural
Basic
2
9
677
7
2024-04-30 15:21:39.271453
Average
Yes
Monthly
Apartment
514
1,196,210
59
Female
26,883
Married
3
Bachelor's
null
46.974248
Urban
Basic
null
14
451
6
2023-07-06 15:21:39.166062
Good
No
Weekly
House
44
1,196,211
47
Female
53,820
Married
3
High School
Unemployed
25.072546
Rural
Premium
null
10
706
5
2021-02-21 15:21:39.121169
Average
Yes
Weekly
House
376
1,196,212
42
Female
49,880
Single
null
Master's
null
51.652611
Suburban
Basic
1
18
703
5
2022-09-08 15:21:39.155231
Poor
Yes
Monthly
House
657
1,196,213
57
Female
22,878
Divorced
0
Master's
Self-Employed
49.165931
Urban
Basic
0
4
516
8
2023-09-25 15:21:39.230483
Good
No
Rarely
House
1,032
1,196,214
56
Male
16,092
Single
0
PhD
Employed
40.455544
Suburban
Basic
null
2
766
9
2024-03-20 15:21:39.121169
Poor
No
Rarely
Condo
1,644
1,196,215
31
Female
45,940
Single
3
High School
Unemployed
4.424903
Urban
Comprehensive
0
0
709
6
2022-06-07 15:21:39.097737
Good
Yes
Weekly
House
434
1,196,216
42
Male
9,097
Married
0
Master's
null
46.057036
Rural
Premium
0
19
562
9
2021-03-13 15:21:39.134960
Good
Yes
Weekly
House
1,086
1,196,217
21
Male
20,883
Married
1
PhD
Self-Employed
null
Urban
Premium
null
4
635
3
2024-08-13 15:21:39.081504
Average
Yes
Daily
Apartment
516
1,196,218
21
Female
14,511
Married
null
Bachelor's
Employed
25.957016
Urban
Premium
0
0
330
3
2021-10-25 15:21:39.221386
Good
No
Daily
Condo
2,871
1,196,219
48
Male
8,095
Married
3
Bachelor's
Unemployed
14.883523
Urban
Basic
null
19
526
4
2021-09-21 15:21:39.190215
null
No
Monthly
House
477
1,196,220
54
Female
81,347
Married
2
High School
null
43.625866
Rural
Premium
1
16
393
7
2021-02-01 15:21:39.224915
Average
Yes
Daily
Apartment
731
1,196,221
44
Female
null
Single
3
Bachelor's
Employed
null
Rural
Basic
2
12
null
3
2021-03-30 15:21:39.155231
Poor
Yes
Monthly
Condo
2,456
1,196,222
55
Female
37,379
Single
3
Bachelor's
Self-Employed
26.653451
Suburban
Comprehensive
3
11
null
5
2021-02-23 15:21:39.134960
Good
No
Weekly
Apartment
100
1,196,223
62
Male
10,619
Single
0
High School
Self-Employed
27.549723
Rural
Premium
0
0
457
3
2020-10-18 15:21:39.237118
Poor
Yes
Rarely
House
314
1,196,224
25
Female
28,450
Divorced
1
Master's
null
19.696028
Suburban
Comprehensive
1
14
723
1
2022-10-26 15:21:39.086123
Good
No
Weekly
Apartment
1,722
1,196,225
32
Female
34,787
Divorced
1
PhD
null
21.079773
Urban
Basic
null
10
752
2
2020-07-12 15:21:39.155231
Good
No
Rarely
Condo
1,410
1,196,226
58
Male
null
Single
4
High School
Self-Employed
null
Urban
Basic
0
0
783
8
2021-10-18 15:21:39.231531
Average
No
Weekly
Condo
381
1,196,227
55
Male
38,030
Single
3
Master's
Unemployed
23.352006
Urban
Comprehensive
0
17
678
9
2019-09-18 15:21:39.188220
Good
No
Weekly
Apartment
118
1,196,228
58
Male
44,998
Divorced
3
Bachelor's
Self-Employed
3.907616
Rural
Basic
0
11
599
1
2023-12-16 15:21:39.276901
Poor
No
Monthly
House
632
1,196,229
51
Male
15,328
Married
3
PhD
Employed
33.847125
Suburban
Comprehensive
null
7
670
4
2020-10-31 15:21:39.188220
Average
Yes
Rarely
Apartment
141
1,196,230
21
Female
26,775
Married
2
PhD
Employed
26.131995
Rural
Premium
null
17
328
2
2023-09-28 15:21:39.095696
Good
Yes
Daily
Apartment
735
1,196,231
44
Female
38,916
Single
1
Bachelor's
null
27.737908
Urban
Comprehensive
1
4
684
6
2020-03-08 15:21:39.134960
Good
No
Weekly
House
517
1,196,232
44
Male
12,058
Divorced
2
Bachelor's
Self-Employed
6.847779
Suburban
Premium
null
13
691
9
2021-12-01 15:21:39.237118
null
No
Monthly
House
1,257
1,196,233
49
Male
26,761
Single
4
Master's
null
42.9474
Suburban
Basic
1
7
611
1
2023-12-24 15:21:39.204790
Good
Yes
Weekly
Apartment
2,443
1,196,234
24
Female
18,382
Divorced
3
High School
Unemployed
36.664227
Rural
Premium
0
1
653
2
2024-03-09 15:21:39.120168
Poor
No
Rarely
Condo
3,107
1,196,235
34
Female
126,742
Divorced
0
Bachelor's
null
19.983701
Urban
Basic
2
18
670
7
2020-09-03 15:21:39.184157
Average
No
Monthly
Condo
1,907
1,196,236
64
Male
9,058
Divorced
1
Bachelor's
Self-Employed
52.28871
Rural
Comprehensive
0
11
764
1
2020-03-21 15:21:39.134960
Poor
No
Rarely
Apartment
801
1,196,237
32
Male
1,589
Single
3
PhD
Self-Employed
8.914566
Rural
Basic
2
15
null
1
2022-10-02 15:21:39.090124
null
Yes
Weekly
Apartment
551
1,196,238
43
Male
4,026
Married
0
Bachelor's
Employed
null
Urban
Premium
0
5
null
6
2022-06-01 15:21:39.224915
Good
No
Weekly
Apartment
671
1,196,239
41
Female
38,768
Married
1
Master's
Unemployed
3.619365
Rural
Basic
1
14
551
4
2023-09-27 15:21:39.125660
Average
No
Rarely
Apartment
758
1,196,240
26
Male
31,749
Divorced
3
Master's
Employed
23.085057
Rural
Comprehensive
2
3
620
3
2023-11-29 15:21:39.095696
Poor
No
Weekly
Apartment
1,592
1,196,241
21
Female
27,983
Married
2
PhD
Self-Employed
7.987513
Suburban
Premium
null
6
683
8
2022-05-31 15:21:39.169102
Poor
Yes
Rarely
House
434
1,196,242
53
Male
32,864
Single
3
PhD
Employed
26.8783
Rural
Basic
null
7
331
5
2021-08-23 15:21:39.147735
Good
No
Monthly
Apartment
1,231
1,196,243
45
Male
81,570
Divorced
0
Bachelor's
Unemployed
4.254071
Urban
Comprehensive
2
6
393
4
2021-08-03 15:21:39.199447
Poor
No
Monthly
House
523
1,196,244
46
Female
2,824
Divorced
4
Master's
Employed
12.897909
Rural
Comprehensive
1
9
505
8
2020-11-02 15:21:39.134960
Good
Yes
Monthly
Condo
930
1,196,245
36
Male
5,942
Single
2
High School
Employed
45.011501
Rural
Premium
2
7
743
4
2020-10-09 15:21:39.155231
Average
Yes
Rarely
Apartment
603
1,196,246
33
Male
131,661
Divorced
2
High School
Employed
36.160219
Suburban
Premium
0
12
348
7
2024-02-16 15:21:39.209847
Poor
Yes
Rarely
Apartment
90
1,196,247
23
Male
18,556
Single
0
High School
Unemployed
22.826184
Urban
Premium
null
1
736
9
2024-01-13 15:21:39.194829
Good
Yes
Monthly
Condo
1,836
1,196,248
33
Female
43,435
Single
1
Master's
Self-Employed
29.534183
Suburban
Basic
1
17
762
1
2020-01-26 15:21:39.223390
Poor
Yes
Monthly
Condo
816
1,196,249
19
Male
93,724
Single
4
High School
null
32.799702
Rural
Comprehensive
null
6
423
5
2020-11-18 15:21:39.237118
Poor
No
Weekly
Apartment
905
1,196,250
32
Female
39,042
Single
3
Master's
Employed
36.854605
Suburban
Basic
1
17
null
7
2021-09-08 15:21:39.271453
Poor
Yes
Monthly
Condo
1,059
1,196,251
28
Male
1,820
Divorced
4
Master's
Self-Employed
null
Rural
Comprehensive
0
19
612
5
2022-11-09 15:21:39.237118
Good
Yes
Rarely
Condo
591
1,196,252
31
Female
4,541
Married
0
PhD
Self-Employed
33.292499
Suburban
Comprehensive
0
13
431
4
2023-03-20 15:21:39.155231
Good
No
Daily
Condo
2,248
1,196,253
56
Female
83,772
Divorced
4
Master's
Unemployed
31.490096
Suburban
Comprehensive
2
8
769
1
2023-11-23 15:21:39.270454
Average
Yes
Rarely
Condo
2,597
1,196,254
37
Male
9,894
Married
4
PhD
Unemployed
35.939153
Urban
Premium
1
4
null
8
2023-05-19 15:21:39.181605
Poor
No
Weekly
Apartment
2,856
1,196,255
27
Male
16,215
Married
0
Master's
null
17.045664
Rural
Comprehensive
1
12
815
2
2020-04-23 15:21:39.108562
Average
No
Daily
House
1,469
1,196,256
64
Male
4,707
Divorced
1
Bachelor's
null
24.86817
Suburban
Basic
null
16
433
6
2023-05-08 15:21:39.148733
Average
No
Daily
Condo
3,319
1,196,257
21
Female
39,425
Married
3
Master's
Unemployed
27.081659
Rural
Premium
2
14
787
2
2021-04-26 15:21:39.278402
Average
No
Weekly
Apartment
3,055
1,196,258
53
Female
10,153
Divorced
3
PhD
Employed
31.087456
Suburban
Basic
2
12
565
1
2023-08-31 15:21:39.173834
Good
No
Monthly
Condo
1,482
1,196,259
37
Female
2,636
Single
0
Master's
Unemployed
30.299528
Urban
Premium
0
4
783
1
2022-04-08 15:21:39.149731
null
Yes
Rarely
House
537
1,196,260
53
Female
18,054
Divorced
3
PhD
Unemployed
34.986895
Rural
Comprehensive
2
4
438
7
2022-12-02 15:21:39.236064
Poor
Yes
Daily
Apartment
456
1,196,261
18
Female
25,400
Single
4
High School
Self-Employed
null
Suburban
Comprehensive
2
11
817
1
2022-10-22 15:21:39.223901
Average
Yes
Rarely
House
708
1,196,262
30
Female
27,460
Divorced
3
PhD
Self-Employed
39.766521
Urban
Basic
null
7
533
7
2020-06-19 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,078
1,196,263
63
Female
2,077
Single
4
Bachelor's
null
47.01366
Urban
Comprehensive
0
4
447
5
2021-09-09 15:21:39.155231
Poor
Yes
Monthly
House
2,850
1,196,264
45
Male
13,482
Single
0
Master's
Employed
8.72467
Suburban
Premium
1
1
727
4
2023-05-12 15:21:39.290098
Poor
No
Rarely
House
2,064
1,196,265
33
Male
null
Single
null
Master's
Employed
29.341012
Rural
Basic
2
6
653
3
2023-04-16 15:21:39.180553
Good
Yes
Monthly
House
283
1,196,266
53
Male
22,198
Single
null
Bachelor's
Self-Employed
18.418314
Urban
Comprehensive
null
0
736
9
2021-08-09 15:21:39.250151
Average
No
Rarely
Apartment
551
1,196,267
19
Male
1,324
Married
3
Master's
Employed
43.868964
Suburban
Comprehensive
null
11
814
1
2021-03-09 15:21:39.134960
null
Yes
Daily
Apartment
250
1,196,268
52
Male
null
Divorced
2
PhD
Self-Employed
null
Urban
Comprehensive
3
15
731
2
2023-05-08 15:21:39.120168
Good
Yes
Weekly
Apartment
1,242
1,196,269
44
Female
20,440
Single
1
Bachelor's
Unemployed
25.588768
Suburban
Premium
2
7
825
4
2020-02-28 15:21:39.081504
Poor
Yes
Monthly
House
1,080
1,196,270
64
Male
67,901
Married
4
Master's
Unemployed
19.068157
Rural
Basic
null
8
528
2
2019-10-27 15:21:39.116179
Good
Yes
Daily
Apartment
364
1,196,271
56
Female
84,430
Married
3
High School
Unemployed
23.609834
Rural
Basic
0
4
554
4
2019-09-16 15:21:39.082499
Poor
No
Daily
House
391
1,196,272
32
Female
6,850
Divorced
3
Master's
Employed
5.764354
Suburban
Basic
0
17
null
8
2024-05-21 15:21:39.289099
Poor
Yes
Daily
Apartment
1,725
1,196,273
61
Female
3,872
Divorced
4
Bachelor's
null
35.38153
Suburban
Comprehensive
0
4
819
6
2023-06-01 15:21:39.211806
Poor
No
Weekly
House
2,132
1,196,274
38
Male
23,258
Single
0
PhD
Unemployed
34.386911
Rural
Basic
2
14
567
1
2020-06-09 15:21:39.218388
Average
Yes
Weekly
Condo
63
1,196,275
34
Female
23,962
Divorced
2
High School
Employed
39.937222
Suburban
Basic
2
4
532
5
2020-12-24 15:21:39.279729
Good
Yes
Rarely
Apartment
1,008
1,196,276
56
Female
28,503
Divorced
null
Bachelor's
Employed
39.9793
Suburban
Comprehensive
0
3
683
4
2020-06-25 15:21:39.108562
Average
Yes
Monthly
Condo
1,465
1,196,277
23
Male
2,945
Married
0
Master's
Unemployed
null
Suburban
Comprehensive
null
10
518
6
2022-09-19 15:21:39.222387
Poor
Yes
Weekly
Condo
1,181
1,196,278
30
Male
463
Divorced
4
Bachelor's
Unemployed
null
Suburban
Basic
2
5
null
6
2021-01-05 15:21:39.175719
Poor
No
Weekly
Condo
532
1,196,279
21
Male
46,264
Divorced
4
Master's
Employed
17.517438
Suburban
Comprehensive
1
3
766
3
2023-03-09 15:21:39.194829
Average
No
Daily
Apartment
1,628
1,196,280
37
Male
39,077
Single
2
Master's
null
48.643678
Urban
Basic
2
14
729
1
2024-03-27 15:21:39.261856
Average
Yes
Weekly
Apartment
49
1,196,281
51
Male
null
Married
2
Master's
Self-Employed
23.917505
Suburban
Basic
null
0
408
5
2024-03-30 15:21:39.204790
Average
No
Daily
House
289
1,196,282
54
Female
137,581
Divorced
0
High School
Unemployed
43.955164
Suburban
Basic
null
15
370
8
2024-02-11 15:21:39.149731
Poor
No
Monthly
Apartment
3,618
1,196,283
18
Female
28,661
Divorced
3
PhD
Employed
21.241978
Urban
Comprehensive
null
12
683
4
2023-05-07 15:21:39.182597
Good
No
Rarely
Apartment
1,382
1,196,284
43
Male
22,551
Single
2
Master's
null
41.539471
Rural
Comprehensive
null
0
null
5
2020-09-12 15:21:39.283783
Average
No
Rarely
House
721
1,196,285
28
Female
6,095
Divorced
null
Bachelor's
null
null
Suburban
Basic
1
2
552
4
2024-02-20 15:21:39.172097
Poor
Yes
Daily
Condo
2,296
1,196,286
54
Female
64,915
Married
3
Bachelor's
Unemployed
13.890679
Rural
Basic
1
12
756
4
2021-09-01 15:21:39.134960
null
No
Daily
Condo
2,197
1,196,287
49
Male
43,893
Single
3
Bachelor's
Unemployed
7.814776
Suburban
Comprehensive
null
17
754
1
2022-08-27 15:21:39.155231
Good
Yes
Monthly
Condo
829
1,196,288
49
Male
55,557
Divorced
4
PhD
Unemployed
16.171289
Suburban
Basic
2
1
753
2
2021-12-12 15:21:39.093681
Good
No
Daily
Apartment
364
1,196,289
23
Female
30,091
Single
4
PhD
Unemployed
31.61668
Urban
Basic
3
2
null
8
2022-08-30 15:21:39.110557
Good
Yes
Rarely
Apartment
580
1,196,290
42
Male
929
Single
3
High School
null
19.993261
Rural
Basic
0
14
718
8
2023-03-15 15:21:39.232526
null
Yes
Weekly
Condo
834
1,196,291
34
Male
7,913
Married
0
PhD
Unemployed
42.329426
Urban
Basic
1
11
472
9
2022-07-29 15:21:39.194829
Good
No
Daily
House
744
1,196,292
41
Male
85,939
Married
2
Master's
null
21.051905
Suburban
Comprehensive
0
12
434
5
2019-12-22 15:21:39.190215
null
No
Weekly
Apartment
991
1,196,293
54
Female
88,159
Single
3
Bachelor's
Employed
8.35009
Rural
Comprehensive
null
11
588
3
2022-08-25 15:21:39.155231
Poor
Yes
Daily
Condo
403
1,196,294
64
Female
null
Single
3
Master's
Employed
14.122757
Urban
Comprehensive
0
0
391
4
2022-01-05 15:21:39.106582
Poor
No
Monthly
Apartment
1,076
1,196,295
52
Female
56,445
Divorced
2
PhD
Employed
null
Suburban
Basic
1
11
697
6
2020-02-08 15:21:39.235012
Average
No
Daily
Condo
2,892
1,196,296
35
Female
3,254
Divorced
2
Master's
null
41.033864
Suburban
Comprehensive
null
12
376
9
2023-11-21 15:21:39.254678
Good
Yes
Weekly
Apartment
442
1,196,297
44
Male
12,051
Single
4
High School
Employed
10.867391
Rural
Basic
null
5
668
4
2019-11-24 15:21:39.134960
Poor
Yes
Daily
House
813
1,196,298
31
Male
64,460
Married
1
Master's
null
25.067129
Urban
Premium
1
16
441
2
2022-03-03 15:21:39.084065
null
Yes
Monthly
Condo
20
1,196,299
49
Female
4,931
Married
3
Bachelor's
Self-Employed
16.686513
Rural
Basic
2
1
376
2
2020-06-02 15:21:39.237118
Average
No
Rarely
House
1,444