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
46,200
27
Male
null
Single
0
Bachelor's
Self-Employed
40.354629
Rural
Basic
2
9
null
1
2024-07-16 15:21:39.088124
Average
Yes
Monthly
Condo
34
46,201
34
Female
37,407
Single
null
High School
Unemployed
null
Suburban
Comprehensive
1
8
552
3
2021-03-26 15:21:39.094752
Average
Yes
Rarely
Condo
28
46,202
46
Female
45,754
Divorced
3
Master's
Employed
17.051116
Urban
Comprehensive
null
19
393
4
2021-03-07 15:21:39.134960
Poor
No
Monthly
Condo
1,228
46,203
33
Male
2,873
Single
0
Bachelor's
Self-Employed
8.859361
Urban
Premium
1
15
790
7
2022-02-15 15:21:39.223390
Good
Yes
Monthly
Condo
3,144
46,204
28
Female
22,535
Divorced
4
PhD
Employed
12.542138
Urban
Comprehensive
null
16
636
3
2021-02-25 15:21:39.251142
Average
No
Weekly
House
269
46,205
26
Female
44,335
null
4
PhD
Employed
35.154062
Rural
Basic
1
3
789
6
2021-06-07 15:21:39.134960
Average
No
Weekly
House
39
46,206
20
Male
23,015
Married
0
Master's
Employed
52.095386
Rural
Comprehensive
2
4
437
4
2023-07-06 15:21:39.122134
Good
Yes
Monthly
House
929
46,207
49
Female
35,682
Single
0
PhD
null
7.948894
Rural
Premium
null
15
725
5
2020-08-15 15:21:39.231531
Poor
Yes
Rarely
House
1,447
46,208
35
Female
43,736
Single
4
Bachelor's
Self-Employed
24.835274
Rural
Basic
1
11
748
8
2021-07-14 15:21:39.172097
Good
No
Monthly
House
705
46,209
31
Male
92,925
Divorced
1
Master's
Unemployed
28.880144
Suburban
Comprehensive
null
2
439
4
2020-06-06 15:21:39.281787
Poor
Yes
Monthly
Condo
561
46,210
47
Male
9,296
Married
4
PhD
Unemployed
38.992357
Rural
Premium
0
16
707
4
2020-04-27 15:21:39.258696
Good
No
Weekly
Condo
1,521
46,211
19
Male
46,269
Divorced
3
High School
null
26.773801
Rural
Basic
0
18
643
1
2023-02-27 15:21:39.092127
Good
No
Rarely
House
1,192
46,212
61
Male
17,081
Divorced
3
Master's
Employed
19.018716
Rural
Comprehensive
0
16
806
4
2021-06-16 15:21:39.134960
Good
No
Daily
Apartment
898
46,213
27
Female
null
Divorced
2
PhD
Employed
17.867799
Urban
Basic
3
13
478
7
2023-08-23 15:21:39.285112
Good
Yes
Daily
Apartment
2,240
46,214
18
Male
43,898
Single
3
Bachelor's
null
49.182758
Suburban
Comprehensive
1
17
786
2
2022-12-03 15:21:39.134960
Average
Yes
Rarely
Condo
917
46,215
36
Female
29,350
Divorced
3
PhD
Unemployed
16.097691
Urban
Premium
0
18
541
5
2022-04-22 15:21:39.237118
Average
No
Weekly
Apartment
1,421
46,216
46
Male
5,961
Divorced
2
High School
Unemployed
39.928296
Suburban
Basic
null
16
764
8
2021-12-10 15:21:39.147735
Poor
No
Weekly
House
1,740
46,217
19
Male
null
Divorced
1
PhD
Self-Employed
42.085166
Rural
Basic
1
3
393
5
2022-06-06 15:21:39.183598
Good
Yes
Daily
Condo
2,060
46,218
39
Male
103,686
Divorced
4
Master's
Unemployed
null
Suburban
Premium
null
8
772
6
2024-03-24 15:21:39.177724
Poor
No
Monthly
Apartment
101
46,219
50
Male
45,971
Divorced
2
Bachelor's
Employed
15.85868
Urban
Comprehensive
0
0
463
5
2022-06-06 15:21:39.237118
Average
No
Monthly
House
1,526
46,220
25
Male
63,720
Single
2
PhD
Employed
22.442339
Suburban
Basic
null
13
576
2
2020-08-25 15:21:39.231531
Average
No
Daily
Apartment
3,898
46,221
61
Female
26,427
Married
4
Master's
null
16.252725
Suburban
Premium
null
5
617
7
2021-03-14 15:21:39.155231
Good
Yes
Weekly
Apartment
1,593
46,222
35
Female
16,355
Married
3
PhD
Unemployed
27.938722
Urban
Premium
0
3
562
9
2023-11-11 15:21:39.134960
Poor
No
Daily
Apartment
912
46,223
32
Male
32,032
Single
3
Master's
Unemployed
16.828129
Suburban
Basic
null
16
582
1
2019-09-12 15:21:39.134960
Good
No
Rarely
Condo
1,272
46,224
37
Male
68,275
Married
2
Master's
Self-Employed
16.369811
Urban
Premium
1
10
694
3
2021-11-28 15:21:39.134960
Poor
Yes
Rarely
House
390
46,225
62
Female
61,325
Divorced
1
High School
null
44.779939
Suburban
Comprehensive
2
10
399
5
2019-10-24 15:21:39.254678
Poor
Yes
Rarely
Condo
761
46,226
30
Male
71,949
Married
4
PhD
Self-Employed
40.483143
Suburban
Basic
1
1
418
2
2022-08-04 15:21:39.086123
Poor
Yes
Daily
Apartment
716
46,227
51
Female
131,779
Divorced
3
High School
Employed
33.737623
Urban
Basic
1
16
468
7
2021-09-22 15:21:39.096739
Average
No
Daily
Apartment
203
46,228
37
Male
519
Single
0
High School
null
5.936644
Urban
Comprehensive
2
1
643
8
2024-05-24 15:21:39.180553
Average
No
Monthly
Apartment
228
46,229
null
Male
4,161
Married
null
Bachelor's
Unemployed
26.172453
Urban
Premium
0
1
495
6
2020-01-23 15:21:39.266452
Average
No
Weekly
Condo
1,213
46,230
47
Female
13,991
Divorced
1
PhD
Employed
12.908437
Urban
Basic
0
18
797
8
2024-02-26 15:21:39.251142
Poor
Yes
Rarely
Condo
947
46,231
37
Male
397
Married
4
Master's
null
null
Urban
Premium
0
11
778
3
2023-05-27 15:21:39.125660
Good
Yes
Rarely
Apartment
1,203
46,232
40
Male
3,904
Single
1
PhD
Self-Employed
null
Urban
Comprehensive
0
6
null
7
2022-07-03 15:21:39.218388
Average
No
Monthly
Condo
1,393
46,233
36
Male
63,956
Married
1
High School
Employed
32.151137
Suburban
Comprehensive
0
14
null
7
2019-11-27 15:21:39.155231
Average
No
Daily
House
2,790
46,234
54
Male
7,991
Divorced
0
PhD
Employed
14.81434
Urban
Comprehensive
null
1
621
7
2022-07-06 15:21:39.254678
Average
Yes
Weekly
House
860
46,235
60
Female
12,464
Single
3
High School
Unemployed
9.514988
Urban
Comprehensive
0
15
456
6
2021-11-03 15:21:39.085129
Average
No
Monthly
House
302
46,236
25
Male
45,318
Single
0
High School
Unemployed
27.493824
Suburban
Premium
null
5
757
4
2022-08-06 15:21:39.288099
Poor
Yes
Rarely
House
2,713
46,237
18
Male
5,906
Divorced
2
Bachelor's
Employed
29.811349
Urban
Comprehensive
0
16
442
4
2021-06-23 15:21:39.079128
Average
Yes
Weekly
House
638
46,238
62
Male
23,499
Single
3
PhD
Unemployed
42.181377
Rural
Basic
null
9
618
2
2022-10-29 15:21:39.175719
Good
No
Rarely
House
275
46,239
62
Female
null
Married
4
High School
null
21.188034
Urban
Basic
0
7
303
6
2022-08-13 15:21:39.205850
Good
Yes
Daily
Condo
1,046
46,240
53
Male
39,078
Divorced
1
Master's
Unemployed
21.595907
Rural
Premium
null
2
488
9
2022-04-12 15:21:39.209847
Poor
Yes
Weekly
Apartment
557
46,241
63
Male
9,022
Divorced
0
High School
Employed
41.834117
Suburban
Comprehensive
null
7
377
1
2020-05-13 15:21:39.274993
Average
Yes
Monthly
Condo
1,266
46,242
49
Female
15,331
Married
2
High School
Unemployed
33.173002
Suburban
Comprehensive
0
19
501
7
2022-06-01 15:21:39.256696
Good
Yes
Monthly
Apartment
479
46,243
40
Female
34,298
Single
0
High School
Self-Employed
15.097372
Rural
Basic
1
1
534
9
2023-10-08 15:21:39.155231
Poor
No
Daily
Condo
35
46,244
40
Male
2,513
Divorced
1
PhD
Unemployed
20.912804
Suburban
Basic
1
0
494
6
2019-11-01 15:21:39.226954
Average
No
Rarely
House
2,841
46,245
58
Female
38,217
Divorced
3
Master's
Unemployed
26.527121
Suburban
Premium
1
6
805
5
2021-05-03 15:21:39.192212
Good
No
Rarely
Apartment
1,189
46,246
52
Female
34,249
Single
4
Bachelor's
Employed
38.48007
Suburban
Comprehensive
null
3
null
5
2023-12-02 15:21:39.276388
Good
No
Monthly
Apartment
404
46,247
35
Male
38,711
Married
3
PhD
Self-Employed
36.964969
Rural
Comprehensive
0
11
697
7
2023-08-02 15:21:39.193945
Average
No
Rarely
Apartment
1,002
46,248
61
Male
138,698
Married
1
Master's
Employed
15.811607
Rural
Comprehensive
2
9
651
3
2024-04-12 15:21:39.236064
Poor
No
Daily
Apartment
20
46,249
34
Female
5,908
Single
2
Master's
Employed
28.056159
Rural
Premium
1
0
null
8
2022-05-23 15:21:39.147735
Good
Yes
Monthly
Condo
1,322
46,250
56
Male
59,878
Divorced
null
High School
null
26.751814
Suburban
Premium
1
16
515
9
2021-07-28 15:21:39.253660
Good
Yes
Rarely
House
112
46,251
45
Female
85,172
Married
null
Master's
Employed
19.037271
Suburban
Comprehensive
null
18
337
4
2023-09-17 15:21:39.254678
Good
No
Monthly
House
282
46,252
19
Female
7,841
Married
1
Bachelor's
null
12.009518
Urban
Comprehensive
2
8
416
4
2020-12-19 15:21:39.143708
Poor
Yes
Weekly
Condo
884
46,253
39
Female
23,296
Married
2
PhD
null
49.278884
Urban
Basic
1
19
518
6
2020-03-17 15:21:39.131192
Average
Yes
Weekly
House
774
46,254
20
Male
16,063
Divorced
4
Bachelor's
null
41.834274
Suburban
Comprehensive
null
9
536
7
2020-09-09 15:21:39.094752
Poor
Yes
Rarely
Condo
1,392
46,255
26
Male
791
Divorced
0
PhD
Employed
18.053268
Urban
Premium
1
12
495
7
2022-06-01 15:21:39.233998
Poor
No
Daily
Condo
960
46,256
48
Male
5,991
Single
1
Bachelor's
Unemployed
26.693573
Suburban
Comprehensive
0
15
582
2
2021-11-15 15:21:39.155231
Average
Yes
Rarely
Condo
413
46,257
24
Male
11,980
Single
null
Bachelor's
Unemployed
15.647978
Suburban
Comprehensive
2
16
639
8
2020-03-14 15:21:39.092127
Average
No
Monthly
Apartment
1,427
46,258
32
Female
78,113
Married
null
High School
Employed
22.826261
Suburban
Premium
0
18
450
2
2020-02-12 15:21:39.155231
Good
No
Monthly
Condo
1,264
46,259
27
Male
20,567
Married
0
PhD
null
47.744236
Rural
Basic
1
18
781
5
2020-10-13 15:21:39.172097
Good
No
Daily
Apartment
1,419
46,260
43
Male
2,414
Divorced
1
High School
Employed
20.381895
Urban
Basic
2
2
null
4
2024-07-30 15:21:39.237118
Average
No
Rarely
Apartment
996
46,261
42
Male
17,091
Married
0
PhD
Self-Employed
44.122365
Urban
Basic
null
2
762
4
2019-10-05 15:21:39.272456
Average
No
Rarely
House
816
46,262
24
Female
37,807
Married
4
High School
null
3.383938
Suburban
Comprehensive
0
7
617
6
2023-12-24 15:21:39.155231
Poor
No
Monthly
Condo
1,453
46,263
46
Female
93,024
Married
null
Master's
null
9.680896
Suburban
Premium
0
17
392
6
2020-07-10 15:21:39.087123
Average
No
Daily
Condo
1,518
46,264
55
Male
null
Divorced
3
High School
null
39.28287
Urban
Premium
2
13
571
8
2023-03-13 15:21:39.210805
null
No
Rarely
Apartment
280
46,265
41
Male
null
Single
1
Bachelor's
null
11.659371
Rural
Premium
5
8
382
8
2020-04-06 15:21:39.228521
Good
Yes
Daily
Apartment
615
46,266
56
Male
17,081
Single
0
Master's
Self-Employed
34.08283
Urban
Comprehensive
2
10
null
3
2020-05-15 15:21:39.169102
Average
Yes
Rarely
Apartment
735
46,267
62
Female
17,650
Single
2
Master's
Employed
null
Urban
Premium
0
0
null
3
2020-05-13 15:21:39.134960
Good
Yes
Rarely
House
932
46,268
45
Male
4,328
Single
null
High School
Employed
19.481211
Urban
Basic
2
17
776
3
2019-10-11 15:21:39.281787
Good
No
Monthly
Apartment
1,017
46,269
38
Female
101,856
Married
3
PhD
Employed
21.816408
Rural
Comprehensive
1
2
750
1
2022-02-13 15:21:39.168099
Poor
No
Rarely
Condo
112
46,270
51
Female
66,418
Single
2
Master's
null
27.498521
Rural
Comprehensive
1
16
328
1
2020-12-06 15:21:39.193945
Poor
Yes
Rarely
Condo
557
46,271
48
Female
11,429
Divorced
3
Bachelor's
Employed
21.791849
Suburban
Premium
1
1
696
4
2019-10-02 15:21:39.257696
Good
Yes
Rarely
Apartment
573
46,272
53
Female
8,791
null
3
PhD
Self-Employed
18.777331
Suburban
Premium
1
1
null
7
2022-05-20 15:21:39.207847
Poor
No
Daily
Condo
944
46,273
33
Male
16,863
Single
2
Master's
null
18.177078
Suburban
Premium
1
8
750
4
2019-11-14 15:21:39.182597
Good
Yes
Rarely
Condo
724
46,274
54
Male
2,591
Single
4
PhD
Self-Employed
34.727655
Suburban
Comprehensive
null
2
470
2
2022-02-15 15:21:39.134960
Average
No
Daily
Apartment
1,219
46,275
32
Male
75,884
Divorced
1
Master's
null
28.51642
Suburban
Basic
0
19
401
7
2022-04-16 15:21:39.249100
null
No
Rarely
Condo
2,355
46,276
26
Male
71,864
Divorced
2
Master's
Self-Employed
9.165788
Suburban
Basic
1
7
669
9
2021-10-01 15:21:39.226954
Poor
Yes
Daily
House
274
46,277
54
Male
13,982
Married
0
High School
null
37.824258
Urban
Comprehensive
0
6
null
3
2021-09-21 15:21:39.134960
Average
No
Rarely
Apartment
1,181
46,278
26
Female
21,656
null
2
High School
null
32.37396
Suburban
Comprehensive
null
8
null
3
2024-04-01 15:21:39.116179
Poor
Yes
Rarely
House
973
46,279
58
Male
94,980
Single
4
High School
Employed
22.977644
Suburban
Comprehensive
null
15
null
6
2019-12-21 15:21:39.276901
Average
No
Daily
House
376
46,280
58
Female
26,225
Divorced
2
Bachelor's
Self-Employed
38.071064
Rural
Premium
2
7
683
2
2023-05-27 15:21:39.181605
Good
No
Rarely
House
1,282
46,281
40
Female
39,766
Married
4
High School
Self-Employed
16.581765
Rural
Premium
null
7
713
6
2024-07-31 15:21:39.206847
Average
Yes
Daily
Condo
1,495
46,282
53
Female
72,175
Divorced
4
Bachelor's
Self-Employed
28.422898
Suburban
Comprehensive
null
18
839
7
2022-06-01 15:21:39.270454
Poor
No
Daily
Condo
73
46,283
62
Male
29,152
Married
0
PhD
Self-Employed
18.897633
Rural
Basic
1
15
614
8
2024-06-03 15:21:39.278402
Average
No
Monthly
Condo
1,206
46,284
19
Male
11,592
Married
0
Master's
null
26.904114
Rural
Premium
null
15
594
2
2020-03-18 15:21:39.267454
Good
No
Weekly
Apartment
1,639
46,285
37
Male
56,913
Divorced
2
High School
Self-Employed
11.026536
Rural
Basic
null
16
817
6
2022-08-27 15:21:39.171102
Good
Yes
Monthly
Apartment
197
46,286
35
Male
null
Divorced
null
PhD
Unemployed
null
Rural
Comprehensive
0
16
558
4
2019-09-18 15:21:39.155231
null
Yes
Rarely
House
2,560
46,287
50
Female
16,962
null
0
High School
Unemployed
31.495119
Suburban
Comprehensive
0
16
687
6
2022-06-16 15:21:39.258696
Good
Yes
Rarely
House
2,467
46,288
38
Female
35,200
Divorced
0
Bachelor's
Unemployed
16.827905
Rural
Basic
null
4
null
6
2021-04-05 15:21:39.134960
Poor
Yes
Daily
House
2,131
46,289
63
Male
106,743
Single
3
PhD
Unemployed
50.717026
Urban
Premium
null
0
786
7
2021-05-01 15:21:39.181605
Average
Yes
Weekly
Apartment
1,878
46,290
23
Male
102,897
Divorced
4
Master's
Unemployed
19.115534
Urban
Basic
0
15
515
5
2019-12-25 15:21:39.281787
Average
No
Rarely
Apartment
2,691
46,291
63
Male
93,514
Married
4
Master's
Unemployed
16.481694
Rural
Comprehensive
null
4
359
4
2021-08-12 15:21:39.179186
Poor
No
Monthly
Condo
479
46,292
55
Male
16,051
Divorced
4
Bachelor's
null
27.98282
Suburban
Basic
2
8
515
1
2021-02-25 15:21:39.192212
Poor
No
Monthly
Condo
1,185
46,293
23
Female
26,897
Single
2
Bachelor's
null
9.879711
Suburban
Comprehensive
null
7
684
3
2020-01-26 15:21:39.091080
Poor
Yes
Weekly
Condo
439
46,294
21
Female
3,997
Divorced
0
High School
Unemployed
20.965645
Suburban
Comprehensive
2
11
727
2
2022-07-05 15:21:39.251142
Average
No
Rarely
Condo
711
46,295
43
Female
5,516
Single
1
High School
Self-Employed
44.081115
Urban
Premium
null
0
549
7
2020-03-27 15:21:39.107553
Good
Yes
Monthly
Condo
827
46,296
27
Female
122,689
Divorced
3
Bachelor's
Employed
null
Suburban
Basic
1
12
774
6
2021-02-01 15:21:39.081504
null
Yes
Monthly
Condo
663
46,297
59
Male
30,228
Single
4
PhD
null
6.979297
Suburban
Comprehensive
2
17
658
9
2021-03-01 15:21:39.134960
Poor
Yes
Daily
Condo
1,148
46,298
64
Male
25,481
Single
3
Master's
Employed
15.927279
Suburban
Premium
null
0
null
1
2021-11-10 15:21:39.123711
Good
No
Monthly
Apartment
596
46,299
51
Male
null
Single
null
Master's
Unemployed
null
Urban
Basic
4
19
804
3
2020-06-29 15:21:39.172097
Good
Yes
Weekly
Apartment
39