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
12,200
57
Male
14,981
Single
0
High School
Unemployed
15.179836
Rural
Comprehensive
0
12
824
7
2020-11-28 15:21:39.174719
Poor
No
Monthly
Condo
1,803
12,201
42
Female
1,795
Single
3
Bachelor's
Employed
19.913237
Rural
Basic
null
6
628
7
2020-07-20 15:21:39.286113
Average
No
Rarely
Condo
100
12,202
30
Male
12,983
Divorced
null
High School
null
16.03552
Urban
Comprehensive
2
11
441
5
2020-02-27 15:21:39.134960
Average
Yes
Daily
Condo
4,533
12,203
30
Male
18,587
Single
4
PhD
Employed
null
Urban
Basic
null
15
547
4
2021-05-06 15:21:39.151732
Good
No
Rarely
House
765
12,204
27
Female
10,291
Single
3
Bachelor's
Self-Employed
12.641966
Suburban
Premium
null
5
null
4
2023-01-05 15:21:39.221386
Good
Yes
Rarely
House
2,295
12,205
61
Female
48,978
Married
null
Master's
null
11.285829
Suburban
Comprehensive
null
12
668
7
2019-09-28 15:21:39.150730
Good
No
Monthly
Apartment
268
12,206
33
Male
17,962
null
null
PhD
Self-Employed
null
Rural
Basic
null
7
null
5
2023-11-12 15:21:39.270454
Poor
Yes
Daily
Condo
1,363
12,207
50
Female
2,954
Married
0
PhD
Unemployed
44.337636
Rural
Comprehensive
null
1
null
1
2021-06-23 15:21:39.155231
Average
No
Monthly
Apartment
2,917
12,208
20
Male
11,423
Married
null
High School
null
24.717602
Rural
Comprehensive
0
0
523
2
2023-01-13 15:21:39.177724
Good
No
Monthly
Condo
2,083
12,209
39
Female
71,374
Married
3
Bachelor's
null
12.585017
Urban
Premium
1
13
515
4
2019-11-01 15:21:39.155231
Good
Yes
Monthly
Apartment
434
12,210
40
Male
20,236
Divorced
1
PhD
null
29.923554
Urban
Comprehensive
1
1
742
1
2023-11-29 15:21:39.143708
Poor
Yes
Rarely
House
1,022
12,211
33
Male
35,111
Single
1
PhD
null
19.05911
Suburban
Premium
null
5
621
7
2019-09-21 15:21:39.264504
Good
No
Weekly
House
1,601
12,212
41
Female
2,371
Divorced
2
Master's
null
8.826127
Urban
Comprehensive
1
0
485
3
2020-09-30 15:21:39.132191
Average
Yes
Rarely
Condo
34
12,213
22
Female
1,545
Divorced
1
Master's
null
null
Urban
Comprehensive
0
14
394
7
2020-09-17 15:21:39.281787
null
No
Daily
Apartment
1,409
12,214
42
Female
12,961
Single
0
PhD
Self-Employed
38.292663
Urban
Premium
1
9
495
3
2020-04-06 15:21:39.208842
Average
No
Daily
Apartment
101
12,215
42
Female
null
Divorced
3
High School
Unemployed
15.901988
Rural
Premium
1
18
398
2
2021-11-21 15:21:39.271453
Poor
Yes
Monthly
Apartment
2,285
12,216
42
Female
null
Divorced
0
High School
null
26.973304
Suburban
Premium
1
1
431
5
2019-12-04 15:21:39.155231
Average
Yes
Monthly
House
4,039
12,217
21
Female
2,492
Married
1
Bachelor's
Employed
29.937284
Suburban
Premium
1
1
530
6
2020-12-15 15:21:39.237118
Average
Yes
Daily
Condo
50
12,218
57
Female
30,442
Single
3
Bachelor's
Self-Employed
41.382799
Suburban
Comprehensive
2
6
431
6
2021-07-11 15:21:39.237118
Good
Yes
Rarely
Condo
476
12,219
53
Male
59,960
Married
1
High School
Self-Employed
10.907496
Urban
Basic
1
1
607
3
2022-08-13 15:21:39.254678
Average
No
Weekly
House
52
12,220
19
Male
1,009
Single
1
PhD
Unemployed
21.868582
Suburban
Basic
null
0
490
5
2021-10-31 15:21:39.220389
Good
Yes
Weekly
Condo
1,338
12,221
62
Female
1,364
Divorced
3
Bachelor's
Unemployed
51.186057
Urban
Comprehensive
0
0
682
1
2021-04-05 15:21:39.155231
Average
Yes
Monthly
Condo
3,712
12,222
43
Male
19,312
Married
2
PhD
null
9.795969
Urban
Comprehensive
0
13
525
8
2023-01-10 15:21:39.122134
Average
No
Weekly
Apartment
752
12,223
29
Male
29,078
Divorced
1
Bachelor's
null
41.095155
Rural
Basic
0
11
626
1
2022-09-12 15:21:39.209847
Average
Yes
Monthly
House
513
12,224
34
Female
20,822
Divorced
3
Bachelor's
null
17.446834
Urban
Basic
0
3
798
6
2021-08-10 15:21:39.134960
Poor
Yes
Monthly
Condo
1,430
12,225
64
Female
21,997
Single
null
PhD
null
13.088557
Urban
Comprehensive
1
7
575
1
2023-07-05 15:21:39.119168
Average
Yes
Daily
Apartment
2,695
12,226
38
Male
30,442
Married
2
Master's
Unemployed
22.275302
Urban
Basic
0
13
810
6
2020-11-17 15:21:39.092127
Poor
Yes
Rarely
House
362
12,227
21
Female
59,246
null
3
Master's
null
null
Urban
Premium
1
0
466
4
2021-08-17 15:21:39.132191
Poor
Yes
Daily
Condo
3,168
12,228
27
Male
10,031
Married
4
PhD
null
37.074502
Suburban
Basic
1
3
775
2
2021-03-10 15:21:39.206847
Good
No
Daily
House
1,690
12,229
43
Male
1,551
Married
null
High School
Self-Employed
14.913605
Rural
Basic
1
5
519
2
2020-02-05 15:21:39.288099
Good
Yes
Daily
Apartment
381
12,230
60
Male
18,097
Married
3
PhD
Self-Employed
33.859238
Suburban
Comprehensive
1
16
637
6
2020-08-05 15:21:39.202448
Average
Yes
Daily
Condo
1,263
12,231
18
Female
16,963
Single
3
Master's
Employed
13.812843
Suburban
Comprehensive
null
8
718
4
2024-05-16 15:21:39.134960
Good
No
Rarely
Condo
873
12,232
18
Female
2,858
Married
1
High School
Self-Employed
22.520718
Rural
Premium
1
9
709
3
2020-10-17 15:21:39.209847
Average
Yes
Daily
Condo
2,148
12,233
48
Male
4,845
Married
3
PhD
Self-Employed
39.322345
Rural
Premium
2
6
589
7
2019-11-18 15:21:39.289099
Poor
No
Rarely
Apartment
715
12,234
41
Male
29,483
Single
null
High School
Employed
45.358548
Suburban
Basic
0
5
722
9
2023-08-24 15:21:39.091080
Average
No
Monthly
House
1,059
12,235
57
Female
66,714
Married
4
PhD
Unemployed
16.991517
Rural
Premium
2
6
618
2
2021-12-05 15:21:39.273973
Poor
No
Rarely
Condo
40
12,236
24
Male
34,205
Divorced
4
PhD
Self-Employed
33.334968
Suburban
Premium
1
1
481
2
2020-05-11 15:21:39.093681
Poor
Yes
Monthly
Condo
28
12,237
47
Female
5,017
Divorced
3
Bachelor's
Employed
5.97169
Rural
Comprehensive
0
10
null
4
2022-05-22 15:21:39.174719
Poor
Yes
Monthly
Apartment
2,391
12,238
25
Female
93,835
null
2
Bachelor's
Self-Employed
48.639743
Rural
Basic
0
19
524
7
2024-01-06 15:21:39.226954
Average
No
Daily
Condo
2,044
12,239
57
Female
3,815
Single
3
PhD
null
49.678419
Rural
Comprehensive
0
11
833
8
2022-09-17 15:21:39.134960
Average
No
Daily
Apartment
50
12,240
54
Female
50,257
Divorced
2
PhD
Self-Employed
20.879684
Rural
Basic
0
19
436
3
2021-12-19 15:21:39.281787
Poor
Yes
Monthly
House
1,434
12,241
30
Female
53,905
Married
2
Master's
Self-Employed
null
Suburban
Comprehensive
null
9
null
9
2022-09-10 15:21:39.155231
Average
No
Monthly
House
36
12,242
48
Female
83,974
Married
3
Master's
Unemployed
22.392818
Rural
Premium
0
9
522
3
2023-11-22 15:21:39.091080
Average
Yes
Monthly
Condo
154
12,243
18
Male
104,420
Married
4
High School
Self-Employed
15.906172
Urban
Premium
3
10
607
6
2023-09-23 15:21:39.178918
null
Yes
Daily
Condo
394
12,244
58
Female
5,937
Divorced
4
Master's
null
null
Urban
Comprehensive
1
3
null
9
2021-07-10 15:21:39.089116
Poor
Yes
Daily
Condo
1,126
12,245
43
Male
25,862
Single
null
Master's
Self-Employed
20.955586
Suburban
Comprehensive
4
9
587
5
2021-01-26 15:21:39.228521
Poor
No
Daily
House
1,061
12,246
46
Male
42,133
Married
null
PhD
Employed
25.4666
Suburban
Comprehensive
2
8
488
2
2024-05-21 15:21:39.209847
Poor
No
Daily
Condo
1,072
12,247
28
Female
29,275
Single
2
Master's
Self-Employed
19.506084
Rural
Premium
null
9
303
6
2023-06-12 15:21:39.274993
Good
Yes
Monthly
Apartment
2,989
12,248
40
Female
44,835
Divorced
4
PhD
Employed
38.697327
Urban
Basic
0
14
636
7
2019-09-07 15:21:39.254678
Poor
Yes
Weekly
Condo
1,522
12,249
40
Male
9,744
Divorced
4
PhD
Employed
13.87635
Suburban
Premium
0
10
816
4
2021-09-28 15:21:39.144722
Average
No
Weekly
Apartment
573
12,250
45
Female
53,170
Divorced
2
High School
null
34.87083
Suburban
Comprehensive
null
17
407
7
2022-06-12 15:21:39.154008
Good
No
Daily
Apartment
182
12,251
51
Male
5,743
Single
0
Master's
Employed
23.979548
Rural
Premium
1
2
685
9
2020-05-06 15:21:39.166062
Good
No
Weekly
Condo
81
12,252
33
Female
29,392
Married
1
Master's
Employed
12.149517
Urban
Premium
null
19
356
2
2024-08-09 15:21:39.079128
Good
Yes
Weekly
Condo
667
12,253
45
Female
31,322
Married
4
High School
Employed
38.610634
Rural
Basic
3
19
808
9
2020-06-22 15:21:39.189223
Average
Yes
Rarely
Condo
213
12,254
49
Male
5,877
Single
0
High School
Employed
35.96087
Suburban
Basic
0
18
638
4
2020-08-17 15:21:39.092127
Good
Yes
Monthly
Condo
101
12,255
44
Female
20,641
Married
4
PhD
Employed
33.573646
Suburban
Comprehensive
0
6
807
6
2020-11-12 15:21:39.213373
Poor
No
Rarely
Condo
1,037
12,256
31
Female
71,816
Single
1
Bachelor's
Unemployed
27.726852
Rural
Comprehensive
2
7
null
4
2022-03-21 15:21:39.081504
null
No
Rarely
Condo
763
12,257
54
Female
null
Single
1
PhD
null
34.716005
Suburban
Premium
0
19
759
9
2021-07-05 15:21:39.213373
Poor
No
Weekly
Apartment
156
12,258
25
Female
57,940
Married
4
High School
Self-Employed
49.959753
Suburban
Basic
3
14
578
8
2019-10-03 15:21:39.134960
Poor
Yes
Monthly
House
2,787
12,259
40
Female
28,418
Divorced
1
High School
Self-Employed
10.92793
Rural
Premium
0
5
null
3
2021-01-27 15:21:39.087123
Poor
Yes
Weekly
House
26
12,260
19
Male
36,101
Married
1
Bachelor's
null
28.635476
Urban
Basic
0
16
718
9
2021-02-06 15:21:39.264504
Poor
Yes
Rarely
House
1,797
12,261
55
Male
43,977
Single
3
PhD
Unemployed
10.928337
Suburban
Basic
1
11
657
4
2021-03-08 15:21:39.089116
Good
No
Weekly
House
142
12,262
25
Male
33,240
Single
4
High School
Unemployed
26.161428
Rural
Comprehensive
1
10
531
6
2022-07-23 15:21:39.134960
Good
No
Monthly
House
1,490
12,263
52
Female
63,615
Single
1
Bachelor's
Self-Employed
43.690138
Suburban
Comprehensive
null
16
420
4
2024-06-20 15:21:39.218388
Average
Yes
Monthly
Apartment
2,414
12,264
38
Female
77,568
Single
1
PhD
Employed
34.564387
Rural
Premium
0
4
577
7
2024-03-22 15:21:39.155231
Poor
No
Rarely
House
255
12,265
30
Male
68,626
Married
2
Master's
null
20.537476
Urban
Premium
4
5
400
8
2021-03-16 15:21:39.279729
Good
No
Daily
Apartment
208
12,266
58
Male
106,431
Married
null
Bachelor's
Employed
null
Suburban
Premium
null
10
564
5
2023-08-17 15:21:39.228521
null
No
Rarely
Condo
860
12,267
26
Female
5,928
Single
0
PhD
Unemployed
null
Rural
Premium
0
0
647
1
2021-05-07 15:21:39.170099
null
No
Rarely
Condo
1,159
12,268
20
Male
24,552
Divorced
3
Bachelor's
null
26.051458
Rural
Premium
2
18
829
6
2020-09-03 15:21:39.202448
Poor
Yes
Weekly
Condo
657
12,269
49
Male
764
Married
2
Bachelor's
Employed
15.076448
Suburban
Comprehensive
null
12
464
6
2022-10-14 15:21:39.164044
Poor
No
Rarely
Apartment
34
12,270
43
Male
3,765
Divorced
1
Master's
Unemployed
22.869778
Urban
Premium
1
11
703
2
2020-07-07 15:21:39.214388
Average
Yes
Daily
Condo
1,983
12,271
59
Female
12,715
Divorced
1
Bachelor's
Employed
49.403087
Suburban
Comprehensive
0
8
719
3
2024-04-28 15:21:39.155231
Poor
Yes
Monthly
Apartment
709
12,272
31
Male
34,209
Single
0
Bachelor's
Employed
4.335952
Urban
Basic
0
2
521
6
2019-10-01 15:21:39.244069
Average
Yes
Weekly
Condo
456
12,273
31
Male
100,945
Married
3
Bachelor's
null
32.290574
Rural
Basic
null
6
442
3
2021-04-30 15:21:39.133866
Average
No
Rarely
Apartment
462
12,274
50
Male
17,140
Single
4
Bachelor's
Employed
35.450066
Rural
Comprehensive
null
14
767
2
2020-01-21 15:21:39.237118
Good
No
Daily
Apartment
563
12,275
61
Male
13,420
Single
2
PhD
Unemployed
18.72612
Suburban
Basic
null
18
616
1
2021-06-09 15:21:39.237118
Poor
No
Weekly
House
364
12,276
40
Female
16,891
Divorced
1
Master's
Self-Employed
34.917396
Rural
Comprehensive
0
18
615
6
2024-01-25 15:21:39.134960
Good
No
Monthly
Apartment
733
12,277
36
Female
1,027
Divorced
4
High School
null
null
Rural
Comprehensive
2
17
695
7
2021-06-23 15:21:39.188220
Poor
Yes
Weekly
Condo
781
12,278
20
Male
61,178
Single
1
Master's
null
8.955704
Suburban
Comprehensive
null
17
754
2
2020-07-05 15:21:39.230483
Average
No
Monthly
Condo
268
12,279
18
Female
24,706
Married
1
High School
Self-Employed
17.080199
Rural
Premium
1
15
773
2
2021-12-09 15:21:39.265513
Good
Yes
Weekly
Condo
2,443
12,280
62
Male
14,724
Married
0
Bachelor's
Employed
28.781216
Urban
Basic
0
0
551
2
2021-10-07 15:21:39.134960
Average
No
Weekly
Apartment
823
12,281
38
Female
18,452
Single
2
Bachelor's
Self-Employed
41.507318
Suburban
Premium
0
19
null
7
2022-12-07 15:21:39.290098
Poor
Yes
Monthly
Apartment
1,375
12,282
34
Male
30,862
Married
2
PhD
Employed
19.592715
Urban
Comprehensive
null
10
735
5
2021-04-18 15:21:39.134960
Good
Yes
Weekly
Apartment
656
12,283
39
Female
48,981
Divorced
2
High School
Self-Employed
28.816233
Urban
Comprehensive
1
11
null
5
2023-01-05 15:21:39.188220
Good
Yes
Weekly
Condo
391
12,284
28
Female
30,650
Married
1
Bachelor's
Unemployed
46.869348
Urban
Comprehensive
1
19
706
4
2024-08-11 15:21:39.132191
Good
No
Monthly
Condo
2,221
12,285
52
Male
25,154
Single
3
Bachelor's
Employed
9.170167
Rural
Comprehensive
1
7
670
3
2024-05-25 15:21:39.249100
Average
No
Daily
House
1,304
12,286
48
Male
51,350
Single
3
Master's
Self-Employed
null
Urban
Comprehensive
1
16
449
4
2023-10-22 15:21:39.134960
Poor
No
Monthly
Apartment
709
12,287
42
Male
66,866
Divorced
0
Master's
null
13.616839
Urban
Comprehensive
0
13
413
4
2023-09-05 15:21:39.134960
null
Yes
Daily
House
1,507
12,288
46
Female
54,813
null
3
High School
Unemployed
38.077971
Suburban
Comprehensive
1
7
438
1
2021-02-03 15:21:39.155231
Average
Yes
Rarely
Apartment
2,160
12,289
63
Female
678
Divorced
1
PhD
null
19.351229
Urban
Premium
0
2
671
6
2024-07-03 15:21:39.260856
Good
No
Daily
House
2,251
12,290
19
Female
16,339
Single
0
PhD
Self-Employed
28.08176
Rural
Comprehensive
null
17
602
8
2021-04-26 15:21:39.085129
Poor
No
Daily
House
2,934
12,291
44
Male
71,634
Divorced
3
Master's
Employed
10.049447
Urban
Basic
2
17
493
4
2021-01-24 15:21:39.192212
Average
No
Monthly
Condo
291
12,292
63
Female
9,488
Married
0
Master's
Unemployed
21.972105
Suburban
Comprehensive
0
8
670
3
2023-08-15 15:21:39.248098
Good
No
Weekly
Condo
2,380
12,293
51
Female
26,873
Single
1
Bachelor's
Employed
38.073583
Urban
Premium
0
14
671
4
2021-09-22 15:21:39.082499
Good
Yes
Daily
Apartment
1,041
12,294
18
Female
128,063
Divorced
2
Bachelor's
Self-Employed
34.491206
Urban
Premium
null
14
315
2
2021-03-18 15:21:39.192212
Good
Yes
Weekly
Condo
1,226
12,295
50
Female
44,257
Single
4
Bachelor's
null
15.079366
Rural
Premium
1
16
758
2
2022-07-30 15:21:39.272456
Good
No
Monthly
Condo
1,284
12,296
48
Female
null
Divorced
1
Master's
Unemployed
17.643323
Urban
Basic
null
19
483
2
2023-10-04 15:21:39.132191
Good
Yes
Monthly
House
20
12,297
39
Male
18,005
Divorced
0
High School
null
32.379903
Rural
Premium
null
1
511
4
2023-04-22 15:21:39.155231
Average
Yes
Rarely
Apartment
2,513
12,298
39
Male
104,078
Single
4
Bachelor's
Unemployed
28.835265
Urban
Premium
null
11
434
9
2023-10-07 15:21:39.155231
Poor
Yes
Weekly
Condo
25
12,299
32
Female
16,054
Married
1
Master's
Self-Employed
38.077971
Urban
Basic
0
16
679
4
2020-02-23 15:21:39.222387
Poor
Yes
Weekly
Condo
431