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
37,200
41
Female
17,131
Divorced
2
High School
null
10.359749
Rural
Comprehensive
null
6
445
6
2023-11-14 15:21:39.192212
Average
Yes
Weekly
Apartment
703
37,201
53
Male
2,560
Married
4
PhD
Employed
21.884549
Urban
Premium
0
12
489
4
2019-09-04 15:21:39.132191
Average
Yes
Rarely
Apartment
1,207
37,202
28
Female
38,969
Married
0
Master's
Employed
30.65667
Suburban
Premium
null
6
null
7
2022-09-05 15:21:39.167099
Average
Yes
Monthly
Apartment
1,758
37,203
54
Male
35,898
Married
null
High School
Self-Employed
25.26994
Rural
Basic
null
0
749
5
2021-08-19 15:21:39.143708
Poor
No
Monthly
House
781
37,204
44
Female
40,978
Divorced
1
High School
Self-Employed
8.567386
Urban
Premium
0
6
576
2
2021-07-04 15:21:39.237118
Average
Yes
Daily
Apartment
1,407
37,205
24
Female
12,056
Divorced
4
Bachelor's
Unemployed
13.828166
Rural
Premium
1
14
788
1
2023-11-03 15:21:39.106582
Poor
Yes
Daily
Apartment
39
37,206
31
Female
24,359
Single
0
PhD
Unemployed
10.777841
Rural
Comprehensive
1
13
523
4
2022-02-21 15:21:39.134960
Good
No
Weekly
Condo
302
37,207
58
Male
6,072
Single
0
Master's
Employed
22.322712
Urban
Comprehensive
0
5
478
7
2024-04-20 15:21:39.155231
null
Yes
Weekly
Apartment
1,036
37,208
null
Female
53,544
Single
null
Bachelor's
Self-Employed
32.549071
Rural
Comprehensive
null
7
672
2
2019-11-05 15:21:39.246098
Poor
Yes
Daily
Apartment
243
37,209
56
Male
94,074
Single
4
Master's
Self-Employed
12.719056
Rural
Basic
3
9
null
7
2021-12-24 15:21:39.278402
Poor
No
Weekly
Condo
3,935
37,210
30
Female
10,082
Single
0
PhD
Self-Employed
20.81968
Suburban
Basic
null
4
849
1
2020-03-26 15:21:39.091080
Average
Yes
Weekly
Condo
776
37,211
24
Female
24,666
Married
3
PhD
Unemployed
30.597536
Rural
Premium
null
12
301
5
2023-07-25 15:21:39.098696
Average
Yes
Weekly
Apartment
2,686
37,212
53
Male
122,491
Divorced
1
Bachelor's
Unemployed
29.712326
Rural
Comprehensive
0
19
490
5
2022-06-01 15:21:39.271453
Average
Yes
Rarely
Apartment
3,398
37,213
52
Female
1,296
Divorced
2
High School
Employed
8.072988
Urban
Comprehensive
null
14
361
6
2020-11-11 15:21:39.205850
Poor
Yes
Weekly
House
1,150
37,214
47
Male
2,817
Divorced
4
PhD
Unemployed
null
Urban
Comprehensive
null
18
782
7
2020-06-29 15:21:39.155231
Average
Yes
Daily
Condo
991
37,215
46
Female
27,881
Married
3
Bachelor's
null
19.634343
Suburban
Premium
1
9
561
3
2021-11-18 15:21:39.155231
Poor
No
Rarely
Condo
619
37,216
23
Female
107,516
Divorced
1
High School
null
39.863274
Suburban
Premium
null
15
742
1
2024-07-12 15:21:39.090124
null
No
Monthly
House
1,852
37,217
24
Female
4,020
Single
2
PhD
Unemployed
45.518824
Urban
Comprehensive
2
5
327
4
2020-09-07 15:21:39.149731
Average
No
Weekly
Apartment
735
37,218
61
Male
38,969
Married
2
Master's
Self-Employed
18.391065
Suburban
Premium
0
16
703
6
2020-09-29 15:21:39.173834
Poor
No
Daily
Condo
1,766
37,219
57
Male
817
Divorced
2
PhD
Unemployed
28.447231
Suburban
Comprehensive
null
19
null
8
2022-06-12 15:21:39.290098
Poor
Yes
Weekly
House
1,852
37,220
64
Male
24,706
Divorced
2
Master's
Self-Employed
22.275413
Urban
Comprehensive
null
2
521
3
2020-03-19 15:21:39.181605
Good
No
Weekly
House
2,092
37,221
49
Female
7,427
Divorced
1
PhD
Self-Employed
42.927129
Suburban
Comprehensive
1
9
541
2
2021-07-25 15:21:39.097737
Poor
No
Daily
Condo
564
37,222
44
Female
92,745
Married
4
High School
Unemployed
38.692031
Urban
Comprehensive
2
17
null
1
2020-06-15 15:21:39.203442
Poor
No
Rarely
House
417
37,223
28
Male
1,085
Married
3
Master's
Self-Employed
38.277771
Suburban
Basic
2
9
683
8
2022-08-03 15:21:39.155231
Average
No
Rarely
Condo
928
37,224
46
Female
5,516
Divorced
4
PhD
null
40.527192
Rural
Comprehensive
0
10
816
7
2022-08-05 15:21:39.208842
Poor
Yes
Daily
Apartment
3,350
37,225
49
Female
46,203
Married
3
High School
Employed
25.846117
Suburban
Premium
1
4
746
8
2023-11-02 15:21:39.134960
Good
No
Daily
House
554
37,226
32
Female
86,577
Single
4
High School
null
27.179994
Urban
Comprehensive
0
14
334
1
2022-01-17 15:21:39.204790
Poor
Yes
Weekly
Apartment
817
37,227
22
Male
10,093
Married
2
High School
Unemployed
18.365797
Suburban
Comprehensive
0
17
668
6
2022-03-22 15:21:39.233998
Poor
No
Weekly
Condo
649
37,228
36
Male
5,586
Married
3
Bachelor's
null
22.979504
Suburban
Comprehensive
1
1
657
9
2021-02-02 15:21:39.115178
Poor
Yes
Weekly
House
1,072
37,229
59
Male
25,103
Single
3
Master's
Self-Employed
38.058687
Rural
Comprehensive
null
8
513
8
2021-04-16 15:21:39.219432
Average
No
Monthly
House
454
37,230
43
Female
34,067
Single
4
Master's
Unemployed
40.964114
Suburban
Basic
null
3
450
8
2021-02-06 15:21:39.131192
null
Yes
Monthly
Condo
1,477
37,231
61
Female
19,010
Married
1
PhD
Employed
5.934897
Suburban
Premium
0
3
536
5
2022-09-03 15:21:39.155231
Good
No
Weekly
Apartment
27
37,232
55
Male
3,563
Married
1
Master's
Unemployed
13.937114
Urban
Comprehensive
4
0
756
4
2021-11-21 15:21:39.274993
Good
Yes
Monthly
House
946
37,233
28
Female
4,517
Divorced
4
High School
Self-Employed
35.564375
Urban
Comprehensive
3
16
826
9
2024-07-20 15:21:39.083497
Good
No
Weekly
House
1,203
37,234
41
Female
7,053
Single
1
High School
Unemployed
43.064879
Suburban
Comprehensive
0
4
558
1
2020-12-12 15:21:39.126661
Poor
Yes
Monthly
Condo
85
37,235
25
Female
15,181
Single
3
PhD
Employed
19.825914
Urban
Comprehensive
0
14
657
4
2021-10-30 15:21:39.111551
Good
Yes
Weekly
Apartment
787
37,236
23
Female
2,570
Divorced
2
Bachelor's
Unemployed
50.060518
Suburban
Basic
0
6
361
8
2020-07-10 15:21:39.134960
Good
Yes
Weekly
House
1,190
37,237
55
Male
1,979
Single
null
PhD
Employed
21.569729
Rural
Basic
0
0
431
6
2023-10-24 15:21:39.264504
Good
Yes
Daily
House
1,924
37,238
46
Male
5,521
Married
4
High School
Self-Employed
35.568713
Urban
Comprehensive
1
7
571
8
2020-11-04 15:21:39.134960
Average
Yes
Monthly
Apartment
656
37,239
22
Female
823
Single
null
PhD
null
26.574543
Suburban
Premium
null
0
446
1
2021-09-06 15:21:39.176717
Good
Yes
Monthly
House
452
37,240
54
Female
101,235
Divorced
4
High School
Unemployed
17.966605
Urban
Comprehensive
0
10
843
9
2020-10-17 15:21:39.155231
Average
Yes
Daily
House
335
37,241
39
Female
16,078
Divorced
2
Bachelor's
Unemployed
44.778519
Rural
Comprehensive
0
14
720
2
2022-04-06 15:21:39.155231
Poor
No
Weekly
House
710
37,242
44
Female
48,750
Married
1
Bachelor's
null
13.979115
Suburban
Premium
0
6
320
5
2024-06-05 15:21:39.125660
Average
No
Daily
House
371
37,243
43
Female
45,622
Divorced
3
PhD
null
38.176912
Urban
Basic
1
13
779
4
2021-04-20 15:21:39.249100
Good
Yes
Daily
Apartment
1,269
37,244
42
Female
55,415
Divorced
1
Bachelor's
Employed
29.823462
Rural
Basic
3
13
360
9
2023-06-18 15:21:39.134960
Average
Yes
Rarely
House
101
37,245
51
Female
7,883
Single
3
High School
Unemployed
29.476573
Suburban
Comprehensive
null
11
619
1
2021-01-09 15:21:39.155231
Poor
No
Weekly
House
1,830
37,246
44
Female
140,696
Single
4
Bachelor's
Employed
23.386212
Urban
Basic
3
10
776
8
2023-04-30 15:21:39.134960
null
Yes
Rarely
Apartment
963
37,247
44
Male
122,705
Divorced
4
High School
Employed
23.918367
Urban
Premium
0
7
326
8
2023-02-24 15:21:39.155231
Average
No
Monthly
Apartment
956
37,248
43
Male
27,991
Single
2
PhD
null
37.769725
Suburban
Basic
null
0
538
1
2023-11-20 15:21:39.177724
Good
Yes
Rarely
Condo
479
37,249
29
Male
23,152
Married
1
High School
Self-Employed
20.879768
Rural
Comprehensive
0
3
439
7
2020-10-05 15:21:39.221386
Good
Yes
Rarely
House
115
37,250
60
Female
1,466
Married
4
PhD
Employed
28.926764
Rural
Basic
null
19
null
1
2024-03-26 15:21:39.237118
Good
No
Monthly
House
136
37,251
53
Male
38,969
Divorced
0
High School
Unemployed
41.143548
Urban
Premium
null
0
557
6
2020-08-15 15:21:39.237118
Good
Yes
Weekly
Condo
317
37,252
26
Female
2,840
Divorced
null
Master's
Employed
21.537825
Rural
Basic
0
10
567
6
2023-10-11 15:21:39.250151
Good
Yes
Rarely
House
73
37,253
22
Male
66,782
Married
0
Master's
null
20.09739
Suburban
Comprehensive
0
18
389
8
2020-09-17 15:21:39.276901
Good
No
Monthly
Condo
1,629
37,254
61
Male
22,922
Married
4
Master's
Employed
22.076774
Rural
Premium
0
1
684
9
2022-08-31 15:21:39.186212
null
No
Daily
Apartment
994
37,255
61
Female
1,662
Married
3
Bachelor's
null
29.039089
Urban
Premium
null
10
683
9
2021-10-22 15:21:39.086123
Average
No
Weekly
Apartment
2,186
37,256
24
Male
29,230
Single
0
Master's
null
9.979179
Suburban
Basic
2
2
359
5
2021-03-30 15:21:39.247098
Good
Yes
Monthly
Condo
519
37,257
58
Female
17,058
Single
3
Bachelor's
Unemployed
27.93377
Suburban
Premium
0
14
679
3
2020-12-05 15:21:39.133866
Average
No
Monthly
Condo
463
37,258
56
Male
10,862
Divorced
4
PhD
Unemployed
9.824059
Urban
Premium
null
12
582
2
2023-11-04 15:21:39.172097
Good
Yes
Monthly
House
669
37,259
53
Male
3,577
Single
3
High School
Unemployed
12.671054
Urban
Comprehensive
null
11
448
6
2022-05-21 15:21:39.237118
null
No
Daily
House
2,610
37,260
62
Male
17,097
Divorced
1
PhD
null
30.814173
Suburban
Premium
1
1
572
9
2021-05-29 15:21:39.155231
Poor
Yes
Daily
House
782
37,261
21
Male
25,961
Single
4
PhD
null
39.766521
Rural
Premium
0
7
694
5
2021-05-12 15:21:39.155231
Poor
Yes
Rarely
Condo
628
37,262
41
Male
949
Married
0
High School
Unemployed
3.81624
Urban
Comprehensive
2
5
627
4
2022-08-07 15:21:39.171102
Good
Yes
Monthly
House
940
37,263
58
Female
89,945
Married
null
High School
null
19.700052
Suburban
Comprehensive
1
8
697
4
2019-10-23 15:21:39.106582
Poor
Yes
Weekly
Apartment
48
37,264
37
Female
26,604
Single
null
PhD
Unemployed
21.081277
Urban
Comprehensive
1
5
846
7
2023-05-24 15:21:39.155231
Poor
No
Rarely
House
1,487
37,265
19
Male
24,984
Single
2
Bachelor's
Unemployed
18.857124
Urban
Basic
0
16
646
1
2023-02-23 15:21:39.085129
Average
Yes
Rarely
Condo
878
37,266
32
Male
3,490
Single
2
PhD
Self-Employed
11.127047
Rural
Comprehensive
0
16
662
7
2022-05-07 15:21:39.237118
Poor
No
Rarely
Apartment
2,060
37,267
38
Male
15,641
Divorced
3
High School
Employed
16.867889
Urban
Basic
0
15
757
7
2022-08-22 15:21:39.155231
Good
Yes
Monthly
House
569
37,268
29
Male
64,882
Single
0
Master's
null
10.049496
Suburban
Basic
2
4
null
5
2020-01-29 15:21:39.086123
Poor
No
Daily
House
227
37,269
56
Male
47,647
Divorced
1
High School
null
15.251695
Urban
Comprehensive
1
12
477
4
2021-01-03 15:21:39.105504
Good
Yes
Daily
Condo
111
37,270
null
Male
27,894
Divorced
0
High School
null
22.845108
Suburban
Basic
null
16
779
1
2023-04-10 15:21:39.222387
Poor
No
Daily
Apartment
1,454
37,271
35
Male
11,062
Divorced
3
PhD
null
40.904133
Rural
Comprehensive
0
1
614
7
2022-07-11 15:21:39.112553
Average
Yes
Daily
Condo
922
37,272
20
Female
26,981
Single
0
High School
null
44.493815
Rural
Premium
3
16
513
7
2019-11-09 15:21:39.105504
Poor
Yes
Monthly
Apartment
1,618
37,273
59
Male
29,139
Married
0
High School
Unemployed
29.749212
Rural
Premium
0
14
726
3
2023-03-10 15:21:39.096739
Poor
No
Weekly
Apartment
1,133
37,274
42
Male
1,817
Single
null
High School
Self-Employed
18.252447
Rural
Premium
null
17
494
9
2020-07-22 15:21:39.206847
Good
No
Rarely
Apartment
985
37,275
32
Female
53,363
Married
1
PhD
Self-Employed
49.165033
Urban
Premium
2
19
781
3
2023-05-02 15:21:39.134960
Poor
Yes
Daily
Apartment
27
37,276
23
Female
1,334
Divorced
3
Bachelor's
Employed
13.78221
Suburban
Comprehensive
2
2
492
8
2024-02-13 15:21:39.185215
Average
No
Monthly
House
1,568
37,277
50
Female
28,450
Divorced
1
High School
Self-Employed
29.854806
Suburban
Comprehensive
1
9
577
4
2023-06-02 15:21:39.263607
Poor
No
Weekly
Condo
678
37,278
52
Male
45,674
Married
1
High School
Unemployed
24.50663
Urban
Comprehensive
null
2
null
8
2020-07-31 15:21:39.079128
Poor
No
Rarely
House
2,429
37,279
49
Female
43,833
Single
null
Bachelor's
Unemployed
22.272698
Urban
Basic
1
14
548
7
2023-11-24 15:21:39.152732
Poor
Yes
Daily
House
2,965
37,280
30
Male
33,356
Divorced
1
High School
Employed
5.737828
Rural
Premium
0
4
301
8
2023-02-19 15:21:39.250151
Good
Yes
Rarely
House
2,191
37,281
18
Male
5,983
Divorced
4
PhD
null
16.691418
Suburban
Premium
0
19
null
4
2019-09-17 15:21:39.134960
Good
Yes
Weekly
Condo
30
37,282
57
Male
null
Single
2
High School
Self-Employed
null
Urban
Comprehensive
0
12
null
4
2019-11-22 15:21:39.182597
null
Yes
Daily
House
489
37,283
39
Female
29,385
Married
null
High School
Unemployed
10.039061
Urban
Comprehensive
null
18
766
8
2020-03-19 15:21:39.154008
Poor
Yes
Rarely
Apartment
581
37,284
51
Male
23,706
Married
1
Master's
Employed
24.494498
Suburban
Comprehensive
2
8
null
6
2024-01-19 15:21:39.175719
Average
Yes
Rarely
House
1,238
37,285
29
Male
31,055
Married
1
Master's
null
22.812946
Rural
Comprehensive
null
7
565
5
2023-06-22 15:21:39.177724
Good
No
Daily
Apartment
3,120
37,286
55
Female
20,597
Divorced
4
Master's
Self-Employed
29.816186
Urban
Comprehensive
1
19
489
1
2022-10-05 15:21:39.118178
Average
No
Daily
Condo
1,313
37,287
45
Female
2,788
Married
2
Bachelor's
Self-Employed
30.824186
Rural
Comprehensive
2
16
729
2
2020-06-16 15:21:39.144722
Good
Yes
Rarely
Condo
890
37,288
28
Male
87,816
Married
3
Master's
Unemployed
3.084696
Suburban
Comprehensive
1
19
549
1
2020-07-31 15:21:39.192212
Average
No
Weekly
Condo
358
37,289
46
Male
17,892
Divorced
2
High School
null
15.633894
Urban
Basic
2
16
828
5
2021-03-17 15:21:39.218388
Good
Yes
Weekly
Condo
1,108
37,290
19
Male
709
Single
2
Master's
Self-Employed
40.89132
Urban
Basic
0
2
477
6
2023-12-11 15:21:39.143708
Average
No
Monthly
Condo
1,002
37,291
53
Male
84,473
Divorced
3
Master's
Employed
24.366919
Suburban
Basic
1
16
449
9
2021-10-18 15:21:39.175719
Poor
No
Monthly
Apartment
112
37,292
52
Female
37,647
Divorced
0
PhD
Self-Employed
31.78285
Urban
Basic
1
15
483
1
2023-09-22 15:21:39.143708
null
No
Rarely
Condo
1,705
37,293
31
Male
null
Single
null
Master's
Employed
null
Rural
Premium
1
6
null
1
2021-08-26 15:21:39.228521
null
Yes
Monthly
Apartment
1,305
37,294
55
Female
92,550
Single
2
Master's
Employed
49.107676
Suburban
Comprehensive
0
6
329
6
2020-12-16 15:21:39.236064
Poor
Yes
Daily
House
363
37,295
28
Male
41,927
Single
4
PhD
null
25.817274
Suburban
Premium
0
3
827
7
2023-07-01 15:21:39.150730
Poor
No
Weekly
House
202
37,296
42
Male
12,051
Divorced
0
High School
Unemployed
27.834609
Rural
Basic
null
3
null
7
2021-08-03 15:21:39.102694
Average
No
Rarely
House
1,205
37,297
53
Male
12,056
Married
1
High School
Unemployed
23.246836
Suburban
Comprehensive
0
1
756
2
2023-05-14 15:21:39.202448
Average
Yes
Monthly
Condo
441
37,298
46
Male
18,705
Single
0
Master's
Employed
36.497087
Rural
Basic
3
1
null
1
2019-11-30 15:21:39.192212
Average
Yes
Daily
House
400
37,299
61
Male
22,920
Single
1
Bachelor's
Self-Employed
6.833538
Rural
Comprehensive
0
1
742
7
2022-12-26 15:21:39.134960
Average
No
Daily
Apartment
1,059