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
1,177,200
40
Female
18,380
Single
2
Master's
null
18.625646
Suburban
Comprehensive
null
9
763
9
2021-10-27 15:21:39.119168
Poor
No
Monthly
House
812
1,177,201
55
Female
141,520
Married
2
Bachelor's
Self-Employed
27.238926
Rural
Premium
3
7
507
5
2020-01-08 15:21:39.122134
Poor
Yes
Daily
Condo
609
1,177,202
44
Male
2,651
Married
2
PhD
Self-Employed
23.998897
Rural
Premium
1
17
731
3
2024-03-15 15:21:39.078837
Average
No
Monthly
Apartment
2,054
1,177,203
null
Female
3,712
Divorced
3
High School
Employed
33.569732
Rural
Basic
2
16
667
5
2022-04-26 15:21:39.155231
Good
Yes
Rarely
Condo
1,301
1,177,204
20
Female
21,989
Single
0
Bachelor's
Unemployed
42.639708
Rural
Premium
0
9
null
1
2024-07-08 15:21:39.235012
Average
No
Monthly
House
1,388
1,177,205
46
Female
39,737
Single
2
Master's
Self-Employed
46.503395
Rural
Basic
null
6
659
6
2022-09-03 15:21:39.196387
Average
Yes
Rarely
Condo
657
1,177,206
54
Female
43,832
Divorced
4
Bachelor's
Employed
null
Urban
Basic
0
11
631
5
2023-08-30 15:21:39.264504
Poor
Yes
Weekly
Apartment
489
1,177,207
53
Female
34,087
Single
4
Bachelor's
null
47.141618
Suburban
Basic
null
9
512
1
2023-09-28 15:21:39.086123
Poor
Yes
Rarely
Condo
395
1,177,208
31
Male
16,649
Divorced
1
Master's
Unemployed
28.824284
Rural
Comprehensive
1
17
678
4
2020-04-11 15:21:39.208842
Average
Yes
Monthly
Condo
2,098
1,177,209
41
Male
4,026
Single
2
Bachelor's
null
17.947686
Suburban
Comprehensive
null
6
812
8
2022-10-31 15:21:39.097737
Poor
Yes
Rarely
Condo
2,027
1,177,210
63
Female
19,765
Divorced
3
Master's
Unemployed
13.903011
Rural
Comprehensive
null
4
657
9
2023-06-21 15:21:39.155231
Poor
No
Weekly
House
805
1,177,211
22
Male
2,747
Single
4
PhD
Self-Employed
14.079416
Rural
Comprehensive
2
13
783
3
2023-10-06 15:21:39.204790
Good
Yes
Monthly
Apartment
622
1,177,212
23
Male
35,644
Divorced
2
PhD
Employed
34.640869
Rural
Premium
1
14
616
9
2020-09-15 15:21:39.152732
Poor
Yes
Weekly
Condo
471
1,177,213
31
Female
45,721
Married
3
PhD
Employed
14.074097
Urban
Comprehensive
2
18
659
2
2019-11-23 15:21:39.280784
Poor
No
Weekly
House
378
1,177,214
51
Female
39,832
Married
3
Master's
Unemployed
33.994275
Suburban
Premium
0
18
753
5
2024-04-21 15:21:39.270454
Poor
No
Monthly
Apartment
1,834
1,177,215
33
Female
26,982
Divorced
4
PhD
null
45.867171
Urban
Basic
0
0
696
3
2020-06-22 15:21:39.134960
Poor
No
Weekly
Apartment
1,255
1,177,216
51
Male
39,224
Married
3
Master's
Unemployed
11.133789
Suburban
Premium
2
16
602
2
2021-06-07 15:21:39.092127
Average
No
Weekly
Condo
551
1,177,217
27
Male
16,447
Married
4
High School
Employed
18.95767
Suburban
Basic
1
16
672
9
2019-10-24 15:21:39.230483
Good
Yes
Daily
Condo
1,825
1,177,218
33
Female
7,091
Divorced
4
Master's
Unemployed
35.894914
Suburban
Basic
null
10
null
2
2023-08-19 15:21:39.134960
Average
No
Monthly
House
240
1,177,219
33
Female
31,158
Divorced
0
PhD
null
22.91226
Rural
Premium
2
19
514
9
2022-07-27 15:21:39.256696
Average
No
Daily
Apartment
1,000
1,177,220
63
Male
1,795
Married
2
High School
Self-Employed
16.957531
Suburban
Comprehensive
0
2
658
8
2021-09-29 15:21:39.273973
Poor
Yes
Weekly
House
2,513
1,177,221
35
Female
45,470
Single
0
PhD
Self-Employed
null
Suburban
Comprehensive
null
12
724
1
2023-05-17 15:21:39.231531
Good
Yes
Weekly
Apartment
724
1,177,222
22
Male
72,148
Divorced
2
Master's
Unemployed
19.391968
Suburban
Basic
0
13
452
3
2023-08-19 15:21:39.134960
null
Yes
Monthly
Condo
1,621
1,177,223
41
Male
45,991
Divorced
3
PhD
Employed
12.92381
Rural
Comprehensive
0
19
449
5
2020-11-17 15:21:39.155231
null
Yes
Rarely
House
1,207
1,177,224
34
Male
18,297
Divorced
2
PhD
null
22.955393
Rural
Premium
1
2
642
1
2023-12-04 15:21:39.134960
Poor
Yes
Daily
House
839
1,177,225
31
Male
16,459
Married
0
PhD
Self-Employed
20.233813
Suburban
Comprehensive
2
13
766
1
2022-11-28 15:21:39.086123
Average
No
Daily
Apartment
940
1,177,226
31
Male
8,078
Divorced
2
High School
Self-Employed
21.718719
Urban
Comprehensive
1
19
663
8
2020-05-22 15:21:39.245086
null
No
Daily
House
3,308
1,177,227
58
Female
47,179
Single
4
High School
null
12.496564
Suburban
Premium
null
14
765
4
2023-07-14 15:21:39.267454
Good
Yes
Weekly
House
86
1,177,228
45
Female
null
Single
0
PhD
Employed
3.591238
Rural
Basic
0
16
410
7
2023-03-01 15:21:39.285112
Poor
No
Weekly
Condo
807
1,177,229
60
Female
90,615
Married
1
Master's
Self-Employed
null
Suburban
Basic
1
18
370
7
2022-12-12 15:21:39.237118
Average
Yes
Monthly
Condo
870
1,177,230
44
Male
78,923
Married
0
Bachelor's
Unemployed
22.929083
Suburban
Comprehensive
0
11
495
1
2020-05-07 15:21:39.149731
Good
Yes
Rarely
Apartment
2,301
1,177,231
22
Female
66,780
Married
0
Bachelor's
Self-Employed
30.723932
Suburban
Comprehensive
1
15
315
6
2024-04-25 15:21:39.149731
Average
Yes
Daily
Apartment
712
1,177,232
21
Female
87,019
Divorced
2
Master's
Employed
26.771146
Rural
Basic
1
12
315
1
2023-10-10 15:21:39.154008
Average
Yes
Monthly
House
816
1,177,233
27
Male
18,692
Divorced
2
Master's
Employed
31.945561
Suburban
Basic
1
1
834
3
2023-10-12 15:21:39.097737
Good
No
Rarely
Condo
1,875
1,177,234
26
Female
25,199
Married
3
Bachelor's
Self-Employed
17.868208
Urban
Basic
null
18
null
7
2023-10-16 15:21:39.091080
Average
Yes
Daily
Condo
1,889
1,177,235
20
Female
40,682
Divorced
3
PhD
Unemployed
23.979086
Urban
Premium
null
2
null
4
2021-11-16 15:21:39.155231
Poor
Yes
Weekly
Condo
3,453
1,177,236
43
Female
43,478
Married
4
Bachelor's
null
15.988341
Urban
Comprehensive
0
4
371
4
2020-05-19 15:21:39.102694
Average
No
Daily
House
816
1,177,237
53
Female
null
Divorced
4
Master's
Employed
44.858672
Urban
Premium
0
14
433
4
2022-12-02 15:21:39.205850
null
No
Daily
House
1,853
1,177,238
31
Female
23,984
Married
2
PhD
Employed
15.630911
Urban
Premium
2
0
582
2
2023-06-21 15:21:39.083497
Good
Yes
Rarely
House
554
1,177,239
41
Male
124,546
Single
1
High School
null
42.333921
Suburban
Comprehensive
2
13
772
9
2019-10-13 15:21:39.155231
null
No
Rarely
Apartment
758
1,177,240
20
Male
7,190
Divorced
3
PhD
null
14.241843
Suburban
Basic
null
9
628
1
2023-10-13 15:21:39.290098
Good
Yes
Weekly
Apartment
557
1,177,241
23
Male
27,382
Divorced
4
High School
null
36.157637
Urban
Premium
0
1
578
1
2021-11-22 15:21:39.213373
Good
Yes
Rarely
House
2,192
1,177,242
34
Male
837
Divorced
1
PhD
Unemployed
null
Suburban
Basic
1
15
null
9
2023-05-10 15:21:39.090124
Good
Yes
Rarely
Condo
642
1,177,243
31
Male
21,787
Married
4
Bachelor's
Unemployed
20.073265
Rural
Comprehensive
null
14
792
7
2022-04-20 15:21:39.134960
Poor
Yes
Rarely
Apartment
224
1,177,244
21
Male
90,786
Married
2
PhD
Employed
36.892817
Suburban
Basic
3
1
769
6
2023-12-24 15:21:39.114118
Good
Yes
Rarely
Apartment
2,070
1,177,245
57
Male
29,670
Married
1
Bachelor's
Employed
28.9279
Suburban
Premium
null
1
518
5
2023-05-10 15:21:39.091080
Average
No
Daily
Condo
296
1,177,246
35
Male
14,094
Divorced
0
PhD
null
50.788653
Rural
Basic
null
0
705
5
2020-08-24 15:21:39.237118
Poor
Yes
Daily
Condo
1,368
1,177,247
62
Male
49,561
Married
3
Master's
Unemployed
26.837687
Urban
Comprehensive
2
8
727
8
2021-09-17 15:21:39.155231
Average
No
Monthly
Apartment
212
1,177,248
26
Male
147,482
Single
2
High School
null
35.59255
Rural
Comprehensive
1
19
null
9
2021-08-13 15:21:39.085129
Average
No
Daily
Condo
289
1,177,249
43
Female
15,483
Single
4
Master's
Employed
20.781579
Urban
Basic
null
2
613
5
2022-12-09 15:21:39.111551
Good
No
Rarely
House
439
1,177,250
52
Female
43,886
Single
4
High School
Employed
15.569777
Urban
Premium
1
9
743
4
2023-04-13 15:21:39.223901
Good
Yes
Monthly
Apartment
571
1,177,251
47
Male
6,960
Divorced
0
PhD
Employed
10.786922
Rural
Comprehensive
null
10
758
5
2023-02-26 15:21:39.290098
Average
Yes
Rarely
Condo
29
1,177,252
26
Female
44,690
Single
0
Master's
null
27.659217
Urban
Comprehensive
2
10
null
1
2024-07-14 15:21:39.085129
Average
No
Daily
House
1,142
1,177,253
54
Male
15,982
Single
3
High School
null
22.48663
Suburban
Basic
null
8
645
8
2022-06-25 15:21:39.132191
Good
Yes
Weekly
Condo
539
1,177,254
28
Male
6,093
Single
3
Master's
Self-Employed
null
Rural
Basic
1
4
null
9
2023-09-11 15:21:39.237118
Good
Yes
Weekly
Condo
890
1,177,255
37
Female
null
Single
4
High School
Self-Employed
23.556575
Rural
Basic
null
19
357
3
2023-10-16 15:21:39.192212
Average
No
Monthly
Condo
2,998
1,177,256
31
Male
3,408
Single
null
PhD
Self-Employed
12.64133
Urban
Premium
null
5
587
7
2023-12-23 15:21:39.173834
Good
Yes
Daily
House
3,083
1,177,257
37
Female
44,924
Divorced
4
Bachelor's
Self-Employed
37.835751
Urban
Premium
1
10
739
9
2020-06-28 15:21:39.176717
Good
No
Monthly
Apartment
914
1,177,258
57
Female
86,664
Single
4
Master's
Unemployed
51.530878
Suburban
Comprehensive
null
1
849
9
2024-02-18 15:21:39.100695
Poor
No
Rarely
Apartment
1,710
1,177,259
29
Female
28,823
Married
3
Bachelor's
Unemployed
6.641665
Urban
Basic
0
6
552
4
2024-02-15 15:21:39.186212
Average
No
Weekly
Apartment
588
1,177,260
24
Male
30,615
Married
1
High School
null
19.924088
Rural
Basic
2
10
580
5
2020-12-15 15:21:39.186212
Poor
No
Weekly
Apartment
1,949
1,177,261
60
Male
60,923
Divorced
4
Bachelor's
Unemployed
45.7596
Urban
Comprehensive
null
14
380
9
2022-06-24 15:21:39.147735
Poor
Yes
Rarely
Condo
1,793
1,177,262
26
Female
13,983
Single
3
Bachelor's
null
30.168941
Urban
Comprehensive
null
17
474
7
2024-04-08 15:21:39.155231
Poor
Yes
Monthly
House
1,453
1,177,263
61
Female
44,628
Single
4
PhD
null
12.738765
Rural
Basic
null
18
578
7
2023-07-03 15:21:39.092127
Poor
No
Rarely
Condo
563
1,177,264
24
Male
56,916
Single
3
Bachelor's
Self-Employed
null
Rural
Premium
3
19
487
2
2022-10-29 15:21:39.231531
Average
Yes
Daily
Apartment
1,230
1,177,265
23
Female
2,557
Divorced
3
PhD
Unemployed
10.697531
Urban
Premium
2
1
733
6
2020-11-14 15:21:39.084065
Poor
No
Rarely
House
646
1,177,266
25
Female
45,971
Divorced
2
Bachelor's
null
49.148941
Suburban
Premium
null
13
803
3
2023-09-27 15:21:39.246098
Good
No
Rarely
House
1,225
1,177,267
18
Female
5,095
Married
3
High School
Unemployed
18.989524
Rural
Premium
null
2
809
5
2022-03-30 15:21:39.285112
null
No
Daily
Apartment
220
1,177,268
62
Male
30,221
Married
4
PhD
Employed
23.289733
Urban
Basic
null
4
748
7
2021-11-30 15:21:39.187211
Average
No
Rarely
Condo
695
1,177,269
33
Male
38,933
Married
4
Bachelor's
Unemployed
12.865462
Suburban
Comprehensive
0
9
514
1
2022-12-14 15:21:39.130190
Average
Yes
Daily
Condo
380
1,177,270
49
Male
18,054
Married
0
Bachelor's
Self-Employed
3.579313
Suburban
Basic
2
18
778
3
2020-04-05 15:21:39.180553
Average
No
Monthly
House
2,264
1,177,271
41
Female
64,298
Married
1
Master's
Self-Employed
51.624991
Rural
Comprehensive
3
16
772
6
2023-09-27 15:21:39.134960
Poor
Yes
Rarely
Apartment
112
1,177,272
41
Female
17,894
Single
1
Bachelor's
null
21.682457
Urban
Premium
2
19
839
1
2021-12-30 15:21:39.230483
Good
No
Weekly
Apartment
1,114
1,177,273
52
Female
null
Single
null
Master's
Unemployed
32.444097
Suburban
Premium
1
17
323
1
2023-08-03 15:21:39.084065
Average
No
Daily
Apartment
612
1,177,274
31
Female
9,084
Divorced
4
Master's
null
null
Urban
Premium
3
4
834
7
2022-11-07 15:21:39.148733
Average
Yes
Rarely
Apartment
1,325
1,177,275
46
Male
25,235
Married
null
High School
Self-Employed
17.947992
Suburban
Basic
0
7
688
2
2024-02-22 15:21:39.171102
Good
Yes
Rarely
House
705
1,177,276
51
Female
27,365
Divorced
1
Master's
null
21.350184
Suburban
Basic
0
13
445
6
2021-01-03 15:21:39.134960
Average
No
Weekly
House
964
1,177,277
64
Female
4,499
Divorced
null
Master's
Unemployed
12.771218
Urban
Premium
null
3
464
9
2024-04-25 15:21:39.224915
Poor
Yes
Weekly
House
563
1,177,278
28
Male
17,939
Married
null
Bachelor's
Employed
43.079541
Urban
Comprehensive
null
1
473
1
2020-09-04 15:21:39.276388
Good
No
Weekly
Condo
2,112
1,177,279
52
Male
16,107
Married
null
High School
Employed
23.406624
Rural
Premium
null
17
538
3
2021-11-15 15:21:39.209847
Poor
No
Daily
Condo
2,236
1,177,280
47
Male
3,362
Divorced
0
PhD
null
49.076127
Rural
Premium
2
19
562
9
2024-06-16 15:21:39.121169
Good
Yes
Monthly
Condo
839
1,177,281
34
Female
132,445
Divorced
0
High School
null
16.946354
Rural
Premium
1
3
398
1
2019-11-09 15:21:39.204790
Poor
No
Weekly
Apartment
919
1,177,282
58
Female
76,764
Married
3
PhD
Employed
28.144612
Urban
Basic
1
8
551
9
2019-10-28 15:21:39.287115
Good
Yes
Daily
House
3,436
1,177,283
51
Male
30,274
Single
null
Master's
null
4.944853
Suburban
Premium
0
10
607
4
2023-03-21 15:21:39.134960
Average
No
Monthly
House
648
1,177,284
39
Female
29,508
Divorced
4
Master's
Self-Employed
10.071054
Urban
Comprehensive
2
11
639
8
2020-07-14 15:21:39.134960
Good
Yes
Daily
House
733
1,177,285
20
Male
3,904
Divorced
0
Bachelor's
Unemployed
38.703351
Urban
Premium
0
4
null
7
2023-09-29 15:21:39.228521
Average
Yes
Weekly
Condo
2,828
1,177,286
59
Male
92,891
Single
4
Bachelor's
Unemployed
33.681393
Urban
Basic
1
0
314
8
2023-11-07 15:21:39.230483
Average
Yes
Daily
Apartment
1,802
1,177,287
39
Female
12,881
Divorced
4
PhD
null
20.086675
Urban
Comprehensive
null
6
551
4
2024-04-26 15:21:39.134960
Good
No
Rarely
House
615
1,177,288
25
Female
null
Single
0
High School
Unemployed
19.817018
Rural
Premium
0
4
323
4
2022-12-03 15:21:39.134960
Average
Yes
Weekly
House
887
1,177,289
45
Male
44,969
Divorced
2
PhD
null
32.282382
Urban
Basic
0
18
716
6
2020-11-10 15:21:39.250151
Good
No
Monthly
Apartment
811
1,177,290
33
Male
34,307
Single
2
Master's
Unemployed
43.536541
Rural
Premium
1
19
798
5
2024-05-18 15:21:39.210805
Good
No
Weekly
Apartment
3,274
1,177,291
28
Male
1,324
Divorced
2
Bachelor's
Unemployed
null
Urban
Basic
1
5
621
4
2020-11-20 15:21:39.186212
Poor
Yes
Daily
Apartment
2,035
1,177,292
27
Male
67,972
Single
1
High School
Self-Employed
null
Urban
Comprehensive
null
14
723
1
2021-05-04 15:21:39.261856
null
Yes
Daily
Apartment
1,217
1,177,293
49
Female
30,274
Single
3
Bachelor's
null
50.623768
Rural
Comprehensive
2
13
781
2
2024-02-23 15:21:39.260856
Good
Yes
Daily
House
1,189
1,177,294
26
Female
20,429
Divorced
2
PhD
null
21.083767
Rural
Premium
1
6
531
5
2021-09-09 15:21:39.246098
Good
Yes
Rarely
Apartment
563
1,177,295
19
Female
9,981
Married
3
Bachelor's
Self-Employed
32.938354
Rural
Premium
null
13
567
2
2022-11-10 15:21:39.134960
Poor
No
Monthly
Condo
761
1,177,296
51
Male
null
Single
1
Master's
null
13.890679
Rural
Basic
null
16
419
5
2022-04-07 15:21:39.107553
Average
Yes
Daily
Apartment
321
1,177,297
33
Female
null
Divorced
0
PhD
Unemployed
47.859126
Suburban
Comprehensive
1
13
438
9
2024-05-11 15:21:39.094752
Poor
Yes
Monthly
Apartment
40
1,177,298
43
Female
118,610
Divorced
0
High School
Unemployed
21.698938
Urban
Comprehensive
2
12
null
1
2020-09-29 15:21:39.237118
Good
Yes
Daily
Apartment
2,961
1,177,299
55
Male
24,983
Divorced
null
High School
Employed
6.488081
Rural
Premium
1
7
696
8
2020-08-01 15:21:39.254678
Average
Yes
Weekly
Condo
1,094