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
1,189,200
37
Male
1,424
Married
4
High School
Self-Employed
null
Urban
Comprehensive
2
10
834
7
2021-03-04 15:21:39.134960
Average
No
Weekly
House
827
1,189,201
42
Female
30,963
Married
2
PhD
Unemployed
17.766254
Suburban
Basic
1
3
614
4
2023-02-22 15:21:39.155231
Average
No
Monthly
Condo
2,039
1,189,202
40
Female
5,079
Divorced
2
High School
Unemployed
34.381948
Suburban
Premium
3
0
null
1
2021-09-22 15:21:39.105192
Good
Yes
Monthly
Condo
119
1,189,203
61
Male
8,836
Divorced
4
Bachelor's
Self-Employed
17.120859
Rural
Premium
null
2
734
2
2022-03-04 15:21:39.172097
Good
No
Monthly
Apartment
1,146
1,189,204
63
Male
60,425
Single
2
Master's
Unemployed
33.633607
Urban
Comprehensive
0
6
438
4
2021-10-05 15:21:39.256696
Average
Yes
Rarely
House
1,271
1,189,205
60
Male
36,283
Married
1
High School
Employed
10.930626
Urban
Premium
1
0
577
2
2021-12-01 15:21:39.198406
Good
No
Daily
Apartment
2,575
1,189,206
24
Female
22,504
Single
2
Bachelor's
null
29.85681
Urban
Comprehensive
1
0
null
2
2021-06-05 15:21:39.091080
Poor
No
Rarely
Condo
793
1,189,207
43
Female
132,648
Single
3
PhD
Unemployed
20.242084
Rural
Basic
1
5
347
5
2022-10-18 15:21:39.200452
Good
No
Monthly
Condo
1,327
1,189,208
34
Male
4,741
Married
4
Bachelor's
Employed
25.424434
Suburban
Basic
2
18
646
4
2020-12-25 15:21:39.237118
Poor
No
Weekly
House
799
1,189,209
34
Female
41,046
Divorced
2
PhD
Self-Employed
49.339892
Suburban
Comprehensive
1
11
798
1
2023-04-27 15:21:39.122134
Poor
Yes
Weekly
House
2,078
1,189,210
19
Female
17,300
Divorced
1
PhD
Employed
16.065434
Rural
Comprehensive
1
2
null
7
2021-02-03 15:21:39.257696
Poor
No
Rarely
Condo
1,689
1,189,211
59
Male
20,160
Married
0
High School
null
14.99236
Suburban
Basic
1
9
483
3
2022-09-27 15:21:39.230483
Good
Yes
Monthly
House
769
1,189,212
51
Female
48,084
Divorced
3
Bachelor's
Unemployed
29.678963
Suburban
Basic
2
0
null
9
2021-09-25 15:21:39.088124
Poor
No
Rarely
House
34
1,189,213
26
Female
20,124
Divorced
2
High School
Unemployed
32.988979
Rural
Premium
1
10
753
7
2021-09-28 15:21:39.202448
Poor
Yes
Monthly
Condo
619
1,189,214
64
Male
52,287
Single
2
Bachelor's
Unemployed
24.965768
Suburban
Comprehensive
null
12
779
1
2021-02-27 15:21:39.175719
Good
Yes
Daily
Apartment
305
1,189,215
45
Female
17,992
Divorced
2
PhD
null
28.514428
Rural
Basic
0
2
655
5
2021-01-25 15:21:39.213373
Average
No
Rarely
Condo
619
1,189,216
64
Male
3,988
Single
1
High School
Self-Employed
7.81338
Rural
Premium
0
0
776
1
2022-12-24 15:21:39.237118
Poor
No
Weekly
Apartment
2,473
1,189,217
20
Female
1,576
Married
null
PhD
Self-Employed
11.80456
Rural
Comprehensive
1
9
731
5
2019-11-29 15:21:39.170099
Average
No
Daily
Apartment
648
1,189,218
34
Male
12,027
Married
3
Master's
Employed
21.769647
Suburban
Basic
null
12
572
7
2023-03-04 15:21:39.259788
Poor
Yes
Rarely
Apartment
1,187
1,189,219
18
Female
25,648
Married
0
High School
Self-Employed
24.013898
Rural
Premium
null
19
607
7
2022-03-04 15:21:39.260856
Poor
No
Rarely
House
1,403
1,189,220
22
Male
46,712
Divorced
3
High School
Self-Employed
34.121781
Suburban
Premium
null
9
442
4
2023-09-06 15:21:39.196387
null
Yes
Monthly
House
130
1,189,221
59
Female
87,028
Divorced
3
High School
null
26.894127
Urban
Premium
1
5
null
3
2020-11-25 15:21:39.112553
Average
No
Rarely
Condo
377
1,189,222
21
Male
41,565
Divorced
0
Master's
Self-Employed
15.646691
Suburban
Premium
1
6
708
2
2024-04-05 15:21:39.086123
Good
No
Rarely
Condo
1,046
1,189,223
19
Female
105,970
Divorced
3
Bachelor's
Self-Employed
11.548736
Urban
Comprehensive
null
14
587
3
2019-11-11 15:21:39.116179
Good
No
Weekly
Condo
2,183
1,189,224
22
Female
7,073
Married
4
Master's
Unemployed
null
Urban
Comprehensive
null
16
848
5
2020-09-20 15:21:39.177724
Average
No
Monthly
Condo
1,396
1,189,225
37
Male
13,770
Married
1
Master's
null
12.84741
Suburban
Comprehensive
1
10
651
1
2020-01-26 15:21:39.237118
Average
No
Monthly
Condo
1,552
1,189,226
45
Female
509
Divorced
1
Master's
null
28.847648
Rural
Premium
1
15
517
5
2020-02-01 15:21:39.134960
Good
Yes
Monthly
Apartment
1,881
1,189,227
63
Female
2,798
Divorced
3
PhD
Unemployed
null
Rural
Basic
null
11
646
7
2021-10-17 15:21:39.204790
Average
No
Monthly
House
1,061
1,189,228
29
Female
7,081
Married
4
PhD
Employed
24.84846
Suburban
Premium
1
17
null
7
2021-07-01 15:21:39.082499
Good
Yes
Weekly
House
605
1,189,229
51
Female
3,380
Divorced
1
PhD
Employed
10.705617
Suburban
Comprehensive
0
5
null
1
2023-06-20 15:21:39.152732
null
No
Weekly
Condo
582
1,189,230
45
Male
23,280
Married
3
High School
Employed
11.128567
Suburban
Basic
1
2
529
2
2022-10-30 15:21:39.122134
Good
No
Daily
Apartment
715
1,189,231
49
Female
47,843
Married
null
PhD
null
51.483411
Suburban
Premium
0
2
767
9
2019-10-03 15:21:39.194829
Good
No
Rarely
Condo
873
1,189,232
45
Female
18,076
Single
4
PhD
null
28.633303
Urban
Basic
null
14
799
1
2024-06-27 15:21:39.113566
Good
Yes
Rarely
Apartment
1,073
1,189,233
33
Male
38,325
Divorced
3
High School
Self-Employed
null
Rural
Premium
1
5
807
5
2023-02-02 15:21:39.134960
Good
Yes
Rarely
House
1,583
1,189,234
60
Male
61,430
Divorced
0
High School
Unemployed
32.078168
Suburban
Comprehensive
2
13
344
4
2023-06-15 15:21:39.155231
Good
No
Daily
House
3,618
1,189,235
22
Female
26,395
Single
2
Master's
null
22.353374
Urban
Basic
1
16
434
7
2020-09-14 15:21:39.217387
Average
Yes
Rarely
Condo
583
1,189,236
28
Male
50,958
Divorced
0
Bachelor's
Self-Employed
45.883429
Rural
Basic
0
14
314
8
2022-09-05 15:21:39.226954
Poor
Yes
Monthly
Apartment
23
1,189,237
37
Female
54,497
Single
3
Bachelor's
null
36.919685
Urban
Basic
null
13
844
9
2023-01-30 15:21:39.134960
Good
No
Rarely
House
279
1,189,238
38
Female
38,312
Single
4
PhD
Self-Employed
44.718712
Urban
Premium
2
3
710
4
2024-03-11 15:21:39.237118
Average
No
Rarely
House
724
1,189,239
20
Male
12,962
Married
3
Bachelor's
null
45.647869
Suburban
Basic
0
8
776
8
2022-08-05 15:21:39.107553
Good
No
Rarely
House
1,078
1,189,240
46
Female
17,076
Married
4
High School
null
27.878273
Urban
Basic
null
4
687
4
2023-07-25 15:21:39.273973
Average
No
Monthly
House
1,004
1,189,241
null
Male
4,568
Single
3
PhD
Self-Employed
26.539709
Suburban
Comprehensive
1
17
459
2
2021-11-05 15:21:39.155231
Poor
No
Monthly
Condo
726
1,189,242
54
Male
34,652
Single
0
Master's
Self-Employed
30.594026
Urban
Comprehensive
0
14
479
3
2019-11-20 15:21:39.134960
Average
No
Rarely
Condo
943
1,189,243
42
Female
40,252
null
3
High School
null
19.939298
Urban
Basic
3
17
753
1
2024-07-10 15:21:39.086123
null
No
Daily
House
1,364
1,189,244
49
Male
473
Divorced
4
High School
null
15.44314
Rural
Basic
0
6
829
2
2020-09-11 15:21:39.126661
Average
Yes
Weekly
Condo
3,253
1,189,245
null
Male
20,597
Married
4
Bachelor's
null
22.177777
Rural
Basic
null
15
605
6
2022-11-25 15:21:39.256696
Poor
Yes
Monthly
House
325
1,189,246
48
Female
2,857
Divorced
0
High School
null
40.78486
Urban
Premium
null
17
785
4
2022-08-31 15:21:39.249100
Average
No
Daily
Apartment
2,280
1,189,247
40
Female
4,616
Single
1
High School
null
39.058906
Urban
Basic
null
8
713
3
2023-07-16 15:21:39.155231
Good
Yes
Daily
Apartment
39
1,189,248
37
Male
1,267
Divorced
2
Master's
null
44.848295
Suburban
Basic
1
0
374
9
2021-02-22 15:21:39.206847
Average
No
Daily
Condo
890
1,189,249
32
Female
130,602
Divorced
4
Bachelor's
Unemployed
8.090726
Rural
Comprehensive
1
8
367
7
2023-04-07 15:21:39.210805
Average
Yes
Daily
Condo
1,304
1,189,250
47
Female
78,924
Divorced
null
PhD
Unemployed
null
Rural
Basic
3
0
835
4
2020-08-03 15:21:39.188220
Good
No
Weekly
Condo
1,363
1,189,251
57
Male
null
Divorced
0
Bachelor's
Self-Employed
51.271554
Rural
Basic
0
19
498
1
2021-07-05 15:21:39.207847
Good
No
Weekly
Condo
1,199
1,189,252
35
Female
3,526
Divorced
1
Bachelor's
Self-Employed
19.554908
Suburban
Basic
0
15
775
9
2021-05-04 15:21:39.111551
Average
No
Monthly
Apartment
2,320
1,189,253
42
Male
83,785
Single
0
Master's
Unemployed
35.893816
Suburban
Comprehensive
2
13
588
5
2023-11-03 15:21:39.226954
Poor
No
Rarely
Condo
2,070
1,189,254
46
Male
37,759
Single
1
PhD
Self-Employed
21.262064
Suburban
Premium
null
0
656
7
2020-12-23 15:21:39.217387
Average
No
Weekly
Apartment
597
1,189,255
46
Female
7,076
Divorced
3
Master's
Employed
46.89051
Suburban
Basic
1
7
709
8
2024-04-19 15:21:39.250151
null
No
Weekly
House
1,673
1,189,256
35
Female
23,998
Divorced
4
High School
Self-Employed
31.372043
Rural
Premium
0
15
804
6
2024-01-26 15:21:39.213373
Poor
No
Monthly
House
459
1,189,257
36
Female
16,123
Divorced
null
Bachelor's
null
14.817758
Rural
Premium
2
12
null
6
2024-06-23 15:21:39.134960
Good
Yes
Daily
House
1,299
1,189,258
43
Female
23,863
Single
3
PhD
Unemployed
24.845257
Suburban
Comprehensive
3
12
595
6
2022-07-28 15:21:39.125660
Good
Yes
Daily
Apartment
1,525
1,189,259
39
Female
16,686
Divorced
0
PhD
Unemployed
22.936386
Rural
Comprehensive
null
16
721
9
2020-06-23 15:21:39.206847
Average
Yes
Rarely
House
467
1,189,260
46
Female
14,073
Married
4
Bachelor's
Employed
4.619013
Rural
Comprehensive
1
10
583
2
2021-11-08 15:21:39.288099
Average
No
Monthly
House
827
1,189,261
30
Female
55,873
Divorced
3
Bachelor's
null
16.396621
Urban
Comprehensive
null
19
447
1
2024-01-07 15:21:39.134960
Average
Yes
Rarely
Condo
966
1,189,262
32
Female
27,991
Single
null
High School
Employed
41.645031
Urban
Basic
1
19
478
8
2022-04-04 15:21:39.154008
Average
No
Monthly
Apartment
1,614
1,189,263
24
Male
38,255
Divorced
null
PhD
null
null
Rural
Comprehensive
null
18
833
3
2022-02-13 15:21:39.086123
Poor
Yes
Monthly
House
619
1,189,264
21
Female
null
Single
3
Bachelor's
Self-Employed
48.088885
Suburban
Premium
0
17
551
1
2021-07-28 15:21:39.092127
Poor
No
Monthly
Condo
61
1,189,265
61
Male
35,553
Divorced
2
PhD
Unemployed
8.61949
Urban
Basic
2
16
334
5
2020-03-25 15:21:39.134960
Good
No
Weekly
Apartment
932
1,189,266
37
Female
73,488
Divorced
1
PhD
null
30.203427
Urban
Comprehensive
3
14
651
9
2024-02-26 15:21:39.132191
Good
No
Weekly
Apartment
382
1,189,267
62
Female
5,901
Single
1
High School
Unemployed
18.361501
Rural
Basic
1
14
602
6
2024-02-21 15:21:39.188220
null
Yes
Weekly
Apartment
549
1,189,268
39
Male
734
Married
1
High School
Self-Employed
33.907679
Urban
Comprehensive
1
4
492
7
2022-05-09 15:21:39.271453
Poor
No
Monthly
Apartment
1,299
1,189,269
43
Male
39,737
Divorced
3
Master's
Employed
44.451336
Suburban
Premium
null
14
756
6
2022-10-26 15:21:39.155231
Poor
No
Daily
House
874
1,189,270
26
Male
null
Married
2
Master's
Unemployed
39.7144
Suburban
Basic
0
8
816
2
2020-10-31 15:21:39.251142
Average
No
Monthly
Apartment
335
1,189,271
21
Male
96,767
Single
4
Bachelor's
Self-Employed
19.012344
Suburban
Premium
0
15
346
7
2021-10-01 15:21:39.175719
Poor
No
Rarely
Apartment
1,489
1,189,272
42
Female
559
Divorced
0
Master's
Employed
33.076628
Suburban
Premium
1
7
659
6
2019-09-16 15:21:39.273973
Good
Yes
Daily
Condo
1,828
1,189,273
46
Male
6,830
Single
2
PhD
Employed
17.988502
Urban
Comprehensive
0
13
842
4
2020-04-25 15:21:39.259788
Poor
No
Rarely
House
1,039
1,189,274
39
Female
15,963
Divorced
1
PhD
Self-Employed
11.812751
Urban
Comprehensive
0
10
758
9
2023-10-16 15:21:39.126661
Poor
Yes
Rarely
House
1,083
1,189,275
41
Male
25,011
Single
0
High School
Employed
9.023218
Urban
Basic
0
18
543
2
2024-01-06 15:21:39.130190
null
No
Monthly
Condo
998
1,189,276
27
Female
27,684
Divorced
3
High School
Unemployed
41.453806
Rural
Basic
2
7
828
3
2023-10-28 15:21:39.237118
Average
No
Weekly
Condo
27
1,189,277
33
Female
19,139
Divorced
3
Master's
Employed
11.365903
Urban
Premium
1
2
458
1
2021-11-14 15:21:39.085129
Average
No
Monthly
Condo
1,072
1,189,278
null
Male
12,730
Single
3
Bachelor's
null
22.611807
Rural
Premium
0
10
772
1
2022-02-24 15:21:39.252145
Poor
Yes
Daily
Condo
1,435
1,189,279
40
Male
5,966
Married
4
Master's
Self-Employed
30.828195
Rural
Premium
null
16
452
2
2024-06-10 15:21:39.170099
Good
Yes
Rarely
Condo
391
1,189,280
30
Male
11,203
Single
2
Master's
null
48.858388
Rural
Premium
2
3
733
3
2020-06-05 15:21:39.237118
Good
Yes
Weekly
Condo
571
1,189,281
null
Female
2,557
Married
3
Master's
Employed
43.645976
Rural
Premium
2
9
716
5
2019-11-07 15:21:39.130190
Average
No
Daily
Condo
609
1,189,282
50
Female
32,208
Divorced
2
High School
Employed
6.246979
Suburban
Premium
2
17
null
6
2020-05-23 15:21:39.122134
Average
No
Rarely
House
722
1,189,283
27
Male
10,086
Married
3
High School
null
29.651728
Suburban
Basic
3
12
592
8
2022-05-06 15:21:39.274993
Poor
No
Rarely
Apartment
1,311
1,189,284
57
Female
27,984
Divorced
null
Master's
Unemployed
26.379631
Urban
Comprehensive
null
8
498
1
2021-09-19 15:21:39.134960
Average
Yes
Daily
Apartment
518
1,189,285
47
Female
38,133
Single
4
PhD
Employed
17.97902
Rural
Basic
1
4
641
5
2023-07-08 15:21:39.221386
Poor
Yes
Daily
House
2,387
1,189,286
56
Female
51,890
Single
1
PhD
Employed
16.774066
Urban
Comprehensive
0
15
418
7
2023-05-08 15:21:39.144722
null
No
Daily
House
1,409
1,189,287
60
Female
57,737
Married
0
High School
Unemployed
5.071064
Suburban
Comprehensive
null
8
391
2
2020-10-02 15:21:39.110557
Poor
Yes
Monthly
Apartment
587
1,189,288
19
Male
23,963
Divorced
0
Master's
Employed
38.43592
Urban
Comprehensive
2
0
640
3
2021-11-13 15:21:39.121169
Good
No
Monthly
Condo
904
1,189,289
58
Female
2,390
Divorced
3
Bachelor's
Self-Employed
29.703425
Urban
Premium
2
5
663
3
2020-05-29 15:21:39.126661
null
Yes
Weekly
House
1,017
1,189,290
35
Male
27,391
Divorced
3
High School
Self-Employed
17.074183
Urban
Comprehensive
0
3
599
8
2020-06-25 15:21:39.274993
Poor
Yes
Monthly
Condo
685
1,189,291
23
Male
56,939
Single
2
PhD
Self-Employed
15.075724
Suburban
Basic
null
19
301
5
2023-01-31 15:21:39.171102
Good
Yes
Rarely
Condo
2,622
1,189,292
47
Female
71,361
Divorced
3
Master's
Self-Employed
21.398571
Rural
Basic
1
1
413
7
2023-08-13 15:21:39.114118
Average
No
Daily
Apartment
642
1,189,293
50
Female
2,476
Divorced
1
PhD
null
4.3139
Suburban
Basic
null
7
837
5
2019-11-09 15:21:39.172097
Average
Yes
Rarely
Apartment
194
1,189,294
39
Male
10,791
Single
1
Bachelor's
Unemployed
22.446872
Urban
Comprehensive
0
16
648
1
2022-10-31 15:21:39.283783
Poor
Yes
Rarely
Condo
914
1,189,295
61
Male
33
Divorced
0
PhD
Self-Employed
50.87834
Urban
Basic
1
6
492
7
2020-05-09 15:21:39.237118
Good
Yes
Weekly
Apartment
449
1,189,296
37
Male
25,809
Married
4
Master's
Employed
26.056304
Urban
Comprehensive
null
6
565
2
2023-10-21 15:21:39.237118
Average
No
Weekly
Apartment
543
1,189,297
54
Male
23,593
Divorced
0
Bachelor's
Employed
18.366723
Suburban
Premium
1
11
null
5
2020-04-26 15:21:39.111551
Average
Yes
Rarely
House
761
1,189,298
39
Female
null
Divorced
0
PhD
Self-Employed
12.272676
Suburban
Basic
null
16
361
1
2021-06-26 15:21:39.186212
Poor
Yes
Daily
Apartment
1,074
1,189,299
26
Male
5,901
Married
4
PhD
null
18.2585
Suburban
Premium
1
16
691
7
2022-04-22 15:21:39.134960
Average
No
Weekly
Condo
728