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
9,200
48
Male
39,766
Divorced
3
Master's
Employed
27.827822
Suburban
Premium
1
11
491
1
2020-02-25 15:21:39.167099
Poor
Yes
Daily
House
1,618
9,201
30
Male
142,743
Divorced
3
PhD
Self-Employed
23.95571
Rural
Comprehensive
1
19
669
4
2023-12-14 15:21:39.246098
Poor
No
Rarely
Apartment
123
9,202
26
Female
3,637
Single
2
Master's
Self-Employed
40.534918
Rural
Premium
null
13
745
5
2020-07-25 15:21:39.134960
Poor
Yes
Daily
House
37
9,203
51
Male
18,332
Single
3
Master's
null
7.569017
Urban
Premium
0
2
742
3
2020-01-15 15:21:39.121169
Average
Yes
Monthly
House
447
9,204
24
Male
13,268
Married
1
Master's
null
22.845321
Rural
Basic
1
1
474
6
2020-10-26 15:21:39.191219
Poor
No
Weekly
Apartment
632
9,205
36
Male
3,736
Divorced
1
Master's
null
29.766979
Urban
Basic
0
3
336
6
2021-01-04 15:21:39.279729
Good
No
Weekly
House
1,116
9,206
48
Male
80,529
Divorced
3
Master's
null
19.723681
Rural
Comprehensive
2
18
667
4
2023-02-09 15:21:39.093681
Poor
Yes
Rarely
House
1,969
9,207
45
Male
21,593
Divorced
3
Master's
Unemployed
20.145965
Urban
Basic
0
17
801
2
2023-01-08 15:21:39.095696
Good
No
Monthly
House
942
9,208
19
Female
858
Married
3
Master's
Self-Employed
46.97585
Urban
Premium
0
16
446
7
2023-06-03 15:21:39.152732
Good
Yes
Weekly
Condo
2,271
9,209
63
Female
30,366
Married
3
Master's
Self-Employed
25.77363
Suburban
Premium
1
1
null
5
2021-01-08 15:21:39.182597
Average
Yes
Daily
House
1,053
9,210
64
Male
43,834
Single
3
Master's
null
26.790122
Urban
Premium
0
3
725
3
2020-08-09 15:21:39.253660
Good
No
Rarely
Apartment
27
9,211
23
Female
15,215
Single
0
PhD
Self-Employed
23.711384
Suburban
Comprehensive
null
8
466
7
2021-06-04 15:21:39.237118
Average
Yes
Weekly
Condo
855
9,212
42
Female
72,280
Single
4
Bachelor's
Employed
null
Suburban
Premium
1
19
581
5
2023-02-16 15:21:39.288099
Average
Yes
Daily
Condo
2,137
9,213
44
Male
null
Single
2
High School
Unemployed
13.420074
Suburban
Comprehensive
0
11
337
9
2024-02-16 15:21:39.163910
Average
Yes
Rarely
House
729
9,214
20
Male
1,790
Single
null
Bachelor's
Employed
25.126544
Rural
Comprehensive
0
4
690
1
2021-11-15 15:21:39.096739
Good
Yes
Monthly
Apartment
2,848
9,215
51
Female
559
Divorced
1
Master's
Self-Employed
19.957198
Rural
Premium
0
3
609
8
2020-01-12 15:21:39.134960
null
Yes
Daily
Condo
664
9,216
58
Male
27,982
Divorced
2
High School
null
35.436747
Suburban
Premium
3
0
376
5
2020-12-11 15:21:39.237118
Good
Yes
Weekly
House
1,476
9,217
20
Female
766
null
0
Bachelor's
null
36.895712
Suburban
Premium
null
15
711
4
2021-07-04 15:21:39.097737
Poor
No
Monthly
Apartment
1,213
9,218
27
Female
20,260
Single
0
Master's
Self-Employed
25.27595
Suburban
Basic
null
4
559
3
2023-07-01 15:21:39.126661
Poor
Yes
Daily
Condo
1,465
9,219
61
Male
93,353
Divorced
3
Bachelor's
Self-Employed
20.071207
Rural
Premium
1
6
519
4
2023-04-10 15:21:39.231531
Average
Yes
Monthly
House
306
9,220
50
Female
1,592
Single
4
Bachelor's
Self-Employed
48.979017
Urban
Comprehensive
0
12
437
4
2022-04-12 15:21:39.134960
Poor
Yes
Monthly
Condo
1,355
9,221
40
Female
20,892
Married
4
Master's
Employed
18.823506
Suburban
Comprehensive
0
10
522
4
2020-10-23 15:21:39.171102
Average
Yes
Weekly
Apartment
1,514
9,222
20
Female
88,475
Divorced
4
Master's
Employed
null
Urban
Basic
1
3
452
7
2023-12-15 15:21:39.082499
Average
Yes
Rarely
House
1,367
9,223
44
Female
102,248
Single
3
High School
null
27.290986
Rural
Premium
0
2
412
2
2023-08-17 15:21:39.270454
Good
Yes
Weekly
Condo
2,273
9,224
61
Male
25,295
Divorced
null
High School
Unemployed
28.641253
Suburban
Premium
0
3
817
6
2022-06-02 15:21:39.151732
Good
No
Weekly
Apartment
887
9,225
48
Female
8,981
Divorced
2
PhD
Unemployed
41.837146
Urban
Premium
null
19
398
6
2019-12-16 15:21:39.274993
Average
No
Daily
Condo
1,406
9,226
25
Male
12,983
Married
1
Bachelor's
Employed
null
Rural
Comprehensive
null
6
797
6
2023-10-24 15:21:39.122134
Average
No
Monthly
Apartment
867
9,227
53
Male
17,177
Single
4
High School
Unemployed
14.161843
Rural
Comprehensive
0
5
813
5
2024-01-09 15:21:39.272456
Average
Yes
Weekly
Condo
1,383
9,228
32
Female
147,927
Single
2
Master's
null
13.519081
Suburban
Premium
null
1
834
5
2021-03-27 15:21:39.237118
Average
No
Daily
Apartment
326
9,229
64
Male
35,717
Married
1
Master's
Employed
18.867309
Rural
Premium
0
16
449
6
2023-05-24 15:21:39.180553
Good
No
Daily
House
539
9,230
31
Female
null
Married
4
PhD
Self-Employed
22.304947
Rural
Comprehensive
null
17
339
7
2023-03-30 15:21:39.205850
Average
No
Monthly
Apartment
131
9,231
46
Male
1,177
Married
3
Master's
Employed
19.927282
Urban
Basic
null
16
null
9
2022-03-07 15:21:39.155231
Good
No
Daily
Condo
193
9,232
48
Female
3,195
Single
4
High School
Self-Employed
null
Urban
Basic
null
15
497
7
2019-12-23 15:21:39.082499
Poor
No
Monthly
House
1,353
9,233
38
Male
null
Married
3
PhD
Self-Employed
null
Suburban
Basic
0
8
844
3
2021-04-01 15:21:39.251142
null
Yes
Rarely
Condo
1,752
9,234
50
Male
18,282
Divorced
1
Master's
null
24.753633
Rural
Premium
1
18
null
6
2021-01-10 15:21:39.126661
Average
Yes
Daily
Condo
1,548
9,235
26
Female
17,131
Divorced
2
PhD
Employed
33.038484
Rural
Premium
1
5
535
6
2020-04-16 15:21:39.128286
Average
No
Rarely
House
1,559
9,236
35
Male
3,924
Divorced
3
High School
Self-Employed
20.682089
Suburban
Premium
2
3
420
3
2021-12-10 15:21:39.192212
Poor
No
Daily
Condo
1,603
9,237
null
Female
12,316
Divorced
null
High School
null
17.733919
Suburban
Premium
0
0
571
9
2020-07-14 15:21:39.155231
null
Yes
Monthly
Apartment
151
9,238
53
Male
51,408
Divorced
2
PhD
null
5.906279
Rural
Premium
0
10
594
7
2021-12-01 15:21:39.155231
Average
No
Daily
Condo
391
9,239
26
Male
42,100
Divorced
1
High School
Employed
38.484483
Rural
Basic
null
11
684
4
2020-01-18 15:21:39.106582
Poor
Yes
Daily
Condo
498
9,240
23
Male
15,862
Married
0
PhD
Self-Employed
6.918672
Rural
Basic
3
9
549
9
2020-05-19 15:21:39.092127
Poor
Yes
Rarely
Condo
696
9,241
52
Male
35,239
Single
4
Bachelor's
null
10.382224
Rural
Comprehensive
2
5
718
6
2021-12-10 15:21:39.096739
Poor
Yes
Rarely
Apartment
517
9,242
59
Female
15,761
Divorced
4
Master's
null
4.05783
Urban
Comprehensive
0
15
797
2
2020-07-16 15:21:39.155231
Poor
Yes
Monthly
Condo
537
9,243
51
Female
29,189
Married
1
High School
null
10.273814
Urban
Premium
1
18
315
8
2022-07-13 15:21:39.254678
Good
No
Rarely
House
698
9,244
21
Female
15,704
Married
2
PhD
null
47.095173
Urban
Comprehensive
0
2
797
1
2023-05-11 15:21:39.155231
Good
Yes
Monthly
House
2,107
9,245
37
Female
null
Single
2
Master's
Employed
24.488088
Suburban
Comprehensive
null
11
363
4
2020-02-24 15:21:39.092127
Poor
Yes
Rarely
Condo
149
9,246
36
Male
51,563
Single
3
High School
null
27.895853
Urban
Basic
null
2
341
4
2022-02-25 15:21:39.155231
Good
No
Weekly
House
719
9,247
52
Female
39,729
Single
1
High School
Unemployed
4.683231
Rural
Basic
3
16
420
6
2020-10-26 15:21:39.134960
Good
Yes
Daily
House
675
9,248
26
Male
null
Divorced
3
High School
Self-Employed
20.517023
Suburban
Basic
null
6
712
9
2021-06-29 15:21:39.228521
null
Yes
Rarely
House
372
9,249
62
Female
null
Divorced
4
High School
Employed
33.145742
Urban
Comprehensive
0
15
334
8
2023-12-13 15:21:39.134960
Average
Yes
Monthly
Apartment
777
9,250
59
Female
48,739
Divorced
1
Master's
Self-Employed
46.252692
Rural
Basic
null
2
367
7
2023-12-07 15:21:39.155231
Average
No
Weekly
House
643
9,251
40
Female
12,937
Single
2
Bachelor's
Unemployed
22.82632
Urban
Basic
null
19
602
7
2023-12-11 15:21:39.170099
Good
No
Rarely
Condo
128
9,252
42
Male
4,902
Married
4
Bachelor's
null
36.965337
Suburban
Premium
1
16
849
9
2023-07-14 15:21:39.089116
Poor
Yes
Monthly
Condo
39
9,253
54
Female
77,887
Single
3
Bachelor's
Employed
17.79372
Rural
Premium
1
6
464
2
2022-03-17 15:21:39.177724
Good
Yes
Rarely
Apartment
119
9,254
22
Male
864
Single
1
High School
Self-Employed
22.858389
Rural
Comprehensive
2
6
628
4
2022-05-02 15:21:39.180553
Good
No
Weekly
House
1,082
9,255
37
Male
7,086
Single
0
PhD
Employed
40.096443
Rural
Basic
null
11
521
1
2022-12-01 15:21:39.083497
Average
No
Weekly
House
812
9,256
48
Female
137,957
Single
null
High School
Employed
15.093793
Urban
Comprehensive
1
1
613
1
2020-11-09 15:21:39.105504
Poor
Yes
Rarely
House
83
9,257
60
Female
970
Divorced
3
High School
Unemployed
28.945346
Suburban
Premium
0
7
null
6
2021-09-01 15:21:39.289099
Good
Yes
Rarely
House
1,886
9,258
35
Female
43,814
Divorced
1
Bachelor's
Unemployed
10.837381
Rural
Comprehensive
null
11
581
4
2022-05-17 15:21:39.094752
Average
Yes
Daily
Condo
30
9,259
19
Male
null
Divorced
3
Master's
Self-Employed
44.493846
Suburban
Premium
2
11
535
9
2020-07-21 15:21:39.155231
Average
Yes
Rarely
Condo
48
9,260
64
Female
18,679
Single
0
Master's
Unemployed
41.078961
Suburban
Basic
2
6
837
9
2024-06-02 15:21:39.147735
Poor
No
Weekly
House
1,125
9,261
33
Female
6,978
Divorced
3
High School
Unemployed
23.927278
Suburban
Comprehensive
1
3
495
1
2019-12-20 15:21:39.166062
null
No
Daily
House
615
9,262
32
Male
45,156
Divorced
4
High School
null
28.786255
Urban
Comprehensive
null
16
null
1
2023-11-04 15:21:39.175719
null
Yes
Rarely
Apartment
2,774
9,263
21
Male
39,332
Divorced
4
PhD
Self-Employed
10.736549
Urban
Comprehensive
0
13
626
7
2024-03-28 15:21:39.188220
Good
No
Daily
Condo
1,313
9,264
18
Female
35,214
Single
3
PhD
Employed
15.241848
Rural
Premium
null
5
571
3
2024-05-12 15:21:39.133866
Good
Yes
Daily
House
785
9,265
47
Male
80,575
Married
null
Master's
Unemployed
39.597559
Urban
Premium
0
16
671
7
2023-06-14 15:21:39.155231
Average
No
Weekly
Apartment
167
9,266
63
Female
916
Married
2
High School
Self-Employed
20.068442
Rural
Basic
null
7
779
8
2021-08-08 15:21:39.126661
Average
Yes
Monthly
Apartment
44
9,267
32
Female
23,190
Married
null
PhD
Unemployed
14.247326
Urban
Premium
1
1
null
2
2020-03-17 15:21:39.244069
Good
No
Monthly
House
382
9,268
34
Male
16,011
Divorced
4
Bachelor's
null
8.065292
Rural
Premium
null
15
488
5
2021-11-12 15:21:39.155231
Average
No
Rarely
House
1,092
9,269
48
Female
44,997
Single
4
PhD
Self-Employed
35.965382
Urban
Comprehensive
3
17
791
7
2022-03-01 15:21:39.201446
Average
No
Monthly
House
1,036
9,270
56
Female
17,561
Divorced
2
High School
Self-Employed
18.065505
Urban
Comprehensive
null
8
482
1
2019-10-16 15:21:39.134960
Average
Yes
Monthly
Apartment
1,110
9,271
20
Female
17,761
Single
4
Bachelor's
null
7.267029
Urban
Premium
null
5
592
3
2020-06-30 15:21:39.155231
null
No
Rarely
Apartment
2,028
9,272
61
Male
23,249
Single
0
Bachelor's
null
28.724982
Suburban
Basic
2
7
null
3
2020-07-12 15:21:39.134960
Good
Yes
Weekly
Condo
831
9,273
35
Male
75,748
Married
1
Master's
Self-Employed
8.769521
Urban
Comprehensive
null
18
469
4
2022-02-20 15:21:39.170099
Poor
Yes
Monthly
Condo
2,436
9,274
64
Male
13,253
Single
0
Bachelor's
Self-Employed
18.991294
Urban
Comprehensive
null
12
538
2
2023-05-12 15:21:39.128286
Good
No
Daily
House
147
9,275
30
Female
null
Single
3
High School
Unemployed
51.937288
Urban
Basic
0
11
556
4
2023-06-28 15:21:39.263607
Average
No
Rarely
House
479
9,276
null
Female
81,837
Married
2
Bachelor's
Employed
21.727639
Suburban
Comprehensive
2
9
596
5
2022-02-10 15:21:39.134960
Average
Yes
Monthly
House
2,339
9,277
56
Male
19,789
Divorced
2
Master's
Employed
28.945346
Rural
Basic
1
11
844
6
2024-01-22 15:21:39.259788
Poor
Yes
Weekly
Apartment
968
9,278
29
Female
997
Single
3
High School
Employed
28.72853
Rural
Basic
1
7
312
6
2019-12-02 15:21:39.173834
Poor
Yes
Weekly
Apartment
2,063
9,279
44
Male
10,389
Married
4
PhD
null
32.957354
Rural
Premium
null
14
603
4
2024-01-13 15:21:39.192212
Good
No
Daily
Apartment
1,177
9,280
31
Female
16,281
Divorced
1
High School
Unemployed
28.48897
Rural
Comprehensive
4
4
838
3
2022-03-07 15:21:39.155231
Good
No
Monthly
Condo
1,782
9,281
27
Male
7,981
Married
3
PhD
Employed
16.567451
Rural
Basic
1
4
696
1
2021-09-19 15:21:39.226954
Poor
Yes
Rarely
House
657
9,282
43
Male
14,892
Divorced
1
PhD
Unemployed
43.59882
Urban
Comprehensive
0
1
null
7
2020-12-10 15:21:39.251142
Poor
Yes
Weekly
Condo
506
9,283
40
Female
102,992
Married
3
Bachelor's
Self-Employed
29.908571
Suburban
Premium
2
10
315
2
2019-10-28 15:21:39.171102
Poor
No
Daily
Condo
873
9,284
38
Male
26,539
Married
4
Bachelor's
Employed
44.066579
Urban
Basic
null
19
667
7
2021-07-05 15:21:39.126661
Good
Yes
Rarely
House
3,761
9,285
27
Female
4,839
Divorced
3
High School
Self-Employed
4.895694
Rural
Basic
2
17
728
4
2020-10-09 15:21:39.190215
Poor
Yes
Monthly
Condo
4,035
9,286
55
Female
22,338
Married
3
PhD
Self-Employed
28.847761
Rural
Basic
null
2
708
4
2022-11-12 15:21:39.268507
Poor
Yes
Daily
Condo
2,454
9,287
31
Male
2,779
Divorced
0
Master's
Employed
5.559846
Suburban
Premium
1
5
580
3
2019-12-29 15:21:39.290098
Poor
No
Weekly
Apartment
643
9,288
36
Male
97,415
Divorced
3
Bachelor's
null
18.657975
Rural
Comprehensive
null
7
547
4
2022-04-27 15:21:39.146733
Average
Yes
Daily
Apartment
258
9,289
27
Female
40,981
Single
1
Master's
Employed
43.263808
Rural
Premium
0
14
725
2
2023-08-28 15:21:39.274993
Average
Yes
Daily
House
860
9,290
30
Female
1,340
Divorced
3
PhD
Employed
13.959198
Rural
Basic
1
2
472
1
2022-08-07 15:21:39.094752
Poor
Yes
Weekly
Apartment
1,205
9,291
41
Male
19,092
Married
2
PhD
Self-Employed
30.454769
Rural
Premium
0
2
null
4
2021-05-17 15:21:39.274993
Good
No
Monthly
Condo
2,029
9,292
19
Female
35,692
Married
1
Bachelor's
Self-Employed
null
Suburban
Basic
0
9
758
9
2020-11-27 15:21:39.290098
Poor
No
Monthly
Apartment
1,253
9,293
44
Male
55,431
Married
4
PhD
Employed
42.235514
Rural
Basic
2
15
341
7
2022-11-09 15:21:39.289099
Poor
No
Daily
Apartment
2,054
9,294
64
Male
126,584
Divorced
1
Master's
null
50.292867
Rural
Basic
0
0
554
9
2019-11-28 15:21:39.251142
Average
No
Monthly
House
1,054
9,295
46
Female
83,075
Single
4
PhD
null
39.430315
Rural
Comprehensive
2
5
544
8
2021-06-17 15:21:39.285112
Poor
No
Daily
House
2,693
9,296
51
Female
81,446
Single
2
Master's
Unemployed
25.528919
Rural
Basic
2
15
805
5
2021-10-22 15:21:39.180553
Good
Yes
Weekly
Apartment
2,824
9,297
59
Male
16,087
Divorced
2
High School
Employed
null
Rural
Comprehensive
0
15
745
6
2024-05-10 15:21:39.244069
Poor
No
Rarely
Apartment
100
9,298
46
Female
24,932
Single
2
High School
Employed
49.739385
Suburban
Premium
0
5
514
1
2020-08-25 15:21:39.085129
Average
No
Rarely
House
604
9,299
21
Male
null
Single
null
High School
Unemployed
37.187813
Suburban
Premium
1
7
326
4
2020-02-25 15:21:39.204790
Good
Yes
Monthly
House
1,033