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
53,300
21
Male
8,791
Single
2
High School
null
26.177559
Rural
Premium
0
0
null
1
2023-03-27 15:21:39.155231
Average
Yes
Daily
Condo
1,625
53,301
64
Female
17,607
Single
2
Master's
Self-Employed
28.323767
Suburban
Basic
null
17
482
8
2023-03-27 15:21:39.126661
Good
Yes
Daily
Apartment
437
53,302
50
Male
10,067
Married
null
PhD
null
42.451163
Urban
Basic
1
14
588
8
2024-05-04 15:21:39.147735
Poor
No
Weekly
Apartment
1,041
53,303
20
Male
44,284
Divorced
2
High School
Self-Employed
29.666571
Suburban
Comprehensive
0
8
449
5
2020-06-26 15:21:39.237118
Poor
Yes
Daily
Apartment
112
53,304
55
Male
6,656
Divorced
1
PhD
Unemployed
10.986163
Rural
Premium
3
8
723
4
2021-09-01 15:21:39.155231
Poor
No
Weekly
House
1,164
53,305
18
Female
29,226
Divorced
0
Bachelor's
Employed
16.88692
Urban
Basic
null
14
546
9
2022-05-14 15:21:39.194829
Average
Yes
Rarely
Apartment
2,478
53,306
32
Female
6,097
Divorced
4
PhD
null
35.578771
Rural
Premium
1
19
746
1
2021-03-26 15:21:39.271453
Good
Yes
Rarely
Condo
1,431
53,307
26
Female
35
Married
2
Bachelor's
null
50.271335
Suburban
Comprehensive
1
18
790
8
2021-01-30 15:21:39.175719
Average
Yes
Rarely
Apartment
979
53,308
21
Female
34,991
Divorced
0
High School
null
13.868308
Suburban
Premium
0
3
832
3
2020-05-15 15:21:39.190215
Average
Yes
Rarely
Condo
558
53,309
28
Female
17,561
Married
0
High School
Employed
13.095928
Urban
Premium
0
5
576
5
2022-09-17 15:21:39.145732
Poor
Yes
Rarely
House
1,211
53,310
31
Male
144,560
Married
1
Bachelor's
Employed
27.687944
Rural
Comprehensive
1
10
510
9
2020-04-15 15:21:39.237118
Average
Yes
Monthly
House
227
53,311
20
Male
44,226
Married
1
High School
null
25.854016
Urban
Basic
null
14
629
5
2021-02-11 15:21:39.222387
Poor
Yes
Weekly
Apartment
111
53,312
45
Male
18,453
Divorced
0
Bachelor's
Employed
27.56776
Suburban
Premium
1
14
761
6
2023-01-06 15:21:39.091080
Average
No
Daily
Condo
779
53,313
44
Male
7,073
Divorced
2
PhD
Self-Employed
5.914587
Rural
Premium
0
1
796
2
2023-07-19 15:21:39.155231
Good
Yes
Daily
Condo
773
53,314
21
Male
286
Married
4
High School
null
19.845799
Urban
Basic
2
18
null
9
2022-11-06 15:21:39.208842
Good
No
Monthly
House
880
53,315
40
Female
35,753
Single
null
Master's
Unemployed
12.620423
Rural
Premium
1
13
803
1
2022-12-07 15:21:39.081504
Poor
Yes
Daily
Condo
2,419
53,316
34
Male
10,127
Divorced
2
High School
null
23.863866
Suburban
Premium
1
1
745
5
2020-10-10 15:21:39.237118
Poor
No
Monthly
Condo
116
53,317
21
Female
15,036
Divorced
0
Master's
null
36.817341
Rural
Comprehensive
1
17
null
2
2020-02-29 15:21:39.155231
Average
No
Weekly
House
2,817
53,318
52
Female
24,552
Single
0
Master's
null
13.087066
Suburban
Comprehensive
0
13
613
8
2021-06-03 15:21:39.202448
Average
Yes
Rarely
Condo
3,423
53,319
39
Female
2,353
Single
0
PhD
Unemployed
27.9593
Rural
Premium
2
12
727
7
2020-03-27 15:21:39.193945
Good
No
Weekly
Apartment
1,713
53,320
42
Female
51,172
Divorced
2
PhD
null
null
Rural
Comprehensive
2
13
628
2
2024-01-24 15:21:39.265513
Good
Yes
Weekly
Condo
2,084
53,321
37
Female
103,466
Married
null
Master's
Unemployed
13.264475
Rural
Comprehensive
2
0
537
5
2022-11-11 15:21:39.132191
Average
Yes
Daily
Condo
3,097
53,322
59
Female
6,156
Single
4
Bachelor's
Self-Employed
10.890374
Suburban
Basic
2
19
414
1
2024-05-02 15:21:39.155231
Good
Yes
Rarely
Condo
460
53,323
30
Male
10,097
Single
3
High School
null
13.355912
Suburban
Premium
0
8
553
9
2024-08-12 15:21:39.086123
Poor
Yes
Rarely
Apartment
1,004
53,324
64
Male
2,912
Divorced
2
PhD
Self-Employed
43.858143
Suburban
Comprehensive
1
4
null
3
2019-11-03 15:21:39.149731
Poor
Yes
Rarely
House
616
53,325
45
Male
11,529
Single
0
Master's
null
26.187862
Suburban
Premium
null
8
774
6
2021-05-24 15:21:39.279729
Good
No
Weekly
Condo
362
53,326
41
Female
900
Divorced
1
PhD
Self-Employed
21.711412
Rural
Premium
null
18
459
5
2024-04-19 15:21:39.150730
Good
Yes
Rarely
Condo
1,299
53,327
37
Male
2,720
Married
null
Bachelor's
Employed
38.705879
Suburban
Premium
0
11
440
8
2021-03-10 15:21:39.123711
Poor
No
Daily
Condo
526
53,328
29
Female
9,097
Divorced
0
Master's
Unemployed
35.076129
Urban
Comprehensive
2
10
763
7
2022-12-30 15:21:39.175719
Average
No
Monthly
Condo
706
53,329
23
Female
50,810
Single
0
Bachelor's
Employed
50.692994
Rural
Basic
1
10
466
9
2019-11-29 15:21:39.273973
Poor
Yes
Monthly
Apartment
1,128
53,330
32
Female
92,545
Single
0
Bachelor's
null
10.794824
Suburban
Premium
1
9
316
1
2022-05-20 15:21:39.209847
Average
No
Daily
Apartment
717
53,331
24
Male
45,434
Married
0
High School
null
13.78341
Urban
Premium
4
13
576
7
2020-10-09 15:21:39.168099
Average
No
Monthly
House
463
53,332
53
Female
null
Single
1
PhD
Unemployed
41.734505
Suburban
Comprehensive
2
3
397
1
2024-01-26 15:21:39.134960
Average
Yes
Daily
House
1,008
53,333
26
Male
7,741
Divorced
4
High School
Unemployed
38.835326
Rural
Comprehensive
null
9
799
3
2020-05-23 15:21:39.155231
Poor
Yes
Daily
Condo
1,809
53,334
53
Male
33,454
Married
3
Master's
null
29.81487
Suburban
Premium
0
14
644
2
2024-03-17 15:21:39.120168
Average
Yes
Daily
Apartment
1,393
53,335
62
Male
6,877
Single
1
Bachelor's
Self-Employed
18.964373
Urban
Comprehensive
null
10
555
1
2020-01-10 15:21:39.117183
Good
Yes
Rarely
Apartment
1,236
53,336
28
Female
2,598
Married
2
PhD
Unemployed
38.72465
Rural
Basic
2
10
null
8
2023-01-08 15:21:39.126661
Average
Yes
Weekly
House
925
53,337
43
Male
84,878
Single
0
High School
Employed
null
Urban
Basic
2
1
null
9
2019-09-26 15:21:39.107553
Average
Yes
Rarely
House
1,723
53,338
40
Male
40,252
Married
2
High School
null
21.817964
Rural
Basic
null
11
746
5
2022-12-25 15:21:39.151732
Average
Yes
Monthly
Condo
1,606
53,339
32
Female
523
Married
3
Bachelor's
Employed
null
Urban
Basic
null
14
678
9
2022-05-17 15:21:39.155231
Average
Yes
Daily
Condo
2,271
53,340
43
Female
1,447
Divorced
2
Master's
Employed
null
Rural
Basic
1
2
835
3
2022-06-02 15:21:39.192212
Average
Yes
Rarely
Apartment
1,345
53,341
41
Female
79,920
Single
1
Bachelor's
null
40.385078
Suburban
Basic
0
4
464
1
2022-09-20 15:21:39.256696
Good
No
Monthly
House
101
53,342
45
Male
57,797
Married
0
PhD
Self-Employed
29.900051
Suburban
Basic
0
9
382
4
2021-07-13 15:21:39.155231
Good
No
Monthly
Apartment
2,918
53,343
21
Male
10,065
Married
3
High School
Unemployed
12.106887
Rural
Comprehensive
null
18
518
7
2022-05-18 15:21:39.261856
Average
Yes
Weekly
Apartment
624
53,344
28
Female
12,516
Single
4
High School
Self-Employed
5.14108
Suburban
Comprehensive
null
10
750
5
2024-03-14 15:21:39.182597
Average
Yes
Weekly
Condo
982
53,345
24
Male
14,789
Divorced
2
Bachelor's
Employed
7.835265
Urban
Premium
0
16
771
7
2021-07-09 15:21:39.265513
Poor
No
Daily
Condo
1,081
53,346
38
Male
24,962
Divorced
4
Master's
Unemployed
23.26846
Suburban
Comprehensive
3
14
478
5
2022-04-15 15:21:39.229482
Poor
No
Monthly
Condo
659
53,347
26
Female
847
Married
3
Master's
Unemployed
13.076717
Suburban
Basic
null
18
522
9
2021-11-10 15:21:39.261856
Average
Yes
Weekly
Condo
3,276
53,348
41
Female
124,952
Married
4
Master's
null
21.169066
Urban
Comprehensive
0
2
590
4
2019-11-15 15:21:39.192212
Average
Yes
Monthly
House
2,266
53,349
18
Female
43,784
Single
4
Master's
Unemployed
50.145469
Rural
Comprehensive
null
0
null
3
2023-09-30 15:21:39.087123
Average
No
Monthly
Apartment
238
53,350
54
Male
3,142
Divorced
0
High School
Unemployed
48.587015
Rural
Premium
null
7
532
8
2020-06-30 15:21:39.092127
Poor
Yes
Daily
Apartment
300
53,351
55
Female
5,769
Single
4
Bachelor's
null
null
Rural
Premium
1
18
440
2
2023-07-20 15:21:39.134960
Poor
Yes
Rarely
House
944
53,352
41
Female
40,597
Single
2
High School
Unemployed
34.788127
Suburban
Premium
null
7
519
2
2021-01-27 15:21:39.191219
Poor
No
Rarely
House
1,553
53,353
43
Female
37,393
Divorced
1
PhD
null
31.829242
Urban
Basic
null
13
711
2
2020-02-07 15:21:39.169102
Average
Yes
Monthly
House
611
53,354
59
Male
38,700
Married
4
High School
null
40.849165
Urban
Basic
3
3
null
2
2022-03-07 15:21:39.200452
Good
Yes
Daily
Apartment
1,269
53,355
23
Male
2,743
Married
3
Master's
Employed
47.286919
Rural
Basic
0
0
null
1
2024-07-25 15:21:39.182597
Average
No
Rarely
Apartment
3,373
53,356
51
Male
15,610
Divorced
3
Bachelor's
Unemployed
12.924432
Urban
Premium
null
0
400
1
2022-08-20 15:21:39.202448
Poor
No
Daily
House
1,184
53,357
28
Male
17,684
Divorced
4
Bachelor's
Self-Employed
null
Rural
Premium
1
16
726
9
2022-04-01 15:21:39.079128
Poor
Yes
Rarely
Condo
881
53,358
33
Female
5,881
Divorced
1
Master's
Self-Employed
36.028638
Urban
Comprehensive
null
13
627
8
2019-10-06 15:21:39.154008
Average
No
Rarely
House
1,672
53,359
45
Male
71,654
Single
0
High School
Unemployed
12.740515
Rural
Basic
0
17
412
7
2023-06-02 15:21:39.134960
null
No
Rarely
Condo
3,162
53,360
19
Female
59,511
Divorced
3
Bachelor's
null
19.839293
Rural
Premium
1
15
430
3
2023-09-08 15:21:39.235012
Poor
Yes
Rarely
Condo
2,287
53,361
27
Female
27,981
Married
null
High School
Unemployed
null
Suburban
Premium
null
19
699
4
2020-05-01 15:21:39.261856
Good
No
Weekly
Apartment
848
53,362
20
Female
91,540
Divorced
2
PhD
null
17.751169
Suburban
Comprehensive
1
17
385
2
2024-05-04 15:21:39.206847
Average
Yes
Daily
Condo
1,341
53,363
52
Female
28,603
Single
2
Master's
Unemployed
20.78226
Urban
Premium
null
6
761
6
2022-01-05 15:21:39.155231
Good
Yes
Weekly
House
713
53,364
58
Male
37,412
Single
4
PhD
Employed
11.766224
Urban
Basic
null
13
578
6
2020-03-09 15:21:39.155231
Average
Yes
Weekly
Condo
374
53,365
61
Female
37,648
Divorced
2
High School
Unemployed
36.812305
Rural
Premium
1
13
null
2
2023-11-21 15:21:39.265513
Poor
No
Rarely
Condo
317
53,366
60
Female
25,423
Single
2
High School
Unemployed
23.95571
Urban
Premium
null
5
534
9
2023-04-07 15:21:39.174719
Good
No
Rarely
Apartment
254
53,367
44
Male
47,061
Single
null
High School
Self-Employed
23.955752
Rural
Basic
1
8
374
3
2023-03-04 15:21:39.256696
Average
No
Daily
Apartment
452
53,368
58
Female
32,701
Single
1
PhD
Self-Employed
44.065295
Urban
Basic
null
10
632
4
2021-09-21 15:21:39.192212
Average
No
Monthly
Condo
1,408
53,369
64
Female
14,894
Married
1
Bachelor's
Self-Employed
6.849241
Suburban
Basic
1
1
518
6
2024-01-31 15:21:39.214388
Good
No
Daily
Condo
649
53,370
34
Female
45,655
Married
2
Master's
Self-Employed
20.064403
Rural
Comprehensive
1
12
618
6
2022-06-14 15:21:39.155231
Poor
Yes
Rarely
Apartment
542
53,371
21
Female
4,640
Married
0
PhD
null
null
Rural
Comprehensive
1
3
577
3
2023-11-06 15:21:39.255696
Good
No
Rarely
Condo
631
53,372
null
Female
22,770
Married
2
Bachelor's
null
27.605813
Urban
Comprehensive
1
11
797
6
2023-10-30 15:21:39.207847
Good
Yes
Monthly
Apartment
3,435
53,373
50
Female
2,692
Divorced
2
Master's
Self-Employed
17.922291
Suburban
Comprehensive
2
15
695
4
2023-08-28 15:21:39.261856
Good
Yes
Rarely
Apartment
2,144
53,374
41
Female
6,923
Divorced
1
Bachelor's
Self-Employed
null
Rural
Premium
null
3
673
5
2021-03-06 15:21:39.206847
Average
Yes
Rarely
Condo
817
53,375
56
Female
24,862
Married
3
PhD
Employed
22.31006
Rural
Basic
0
19
null
6
2024-02-15 15:21:39.251142
Good
Yes
Weekly
Apartment
1,194
53,376
18
Female
7,900
Married
0
PhD
Unemployed
13.887826
Urban
Comprehensive
0
17
614
4
2023-06-15 15:21:39.134960
Good
Yes
Weekly
Apartment
568
53,377
43
Male
7,091
Single
3
Master's
null
23.527696
Suburban
Basic
1
3
761
9
2023-11-21 15:21:39.083497
Poor
Yes
Weekly
House
2,023
53,378
51
Female
143,633
Married
1
High School
Self-Employed
23.93517
Rural
Basic
2
14
681
4
2024-02-08 15:21:39.108562
Poor
No
Weekly
Apartment
2,847
53,379
57
Male
24,603
Married
0
Bachelor's
Employed
17.644935
Rural
Comprehensive
0
16
775
6
2019-09-24 15:21:39.155231
Good
No
Weekly
House
1,177
53,380
57
Female
4,511
Single
2
Master's
Unemployed
18.883842
Rural
Basic
null
17
765
3
2023-04-07 15:21:39.134960
null
No
Daily
Condo
657
53,381
18
Male
19,256
Single
0
Master's
Unemployed
53.483954
Urban
Basic
null
15
688
2
2023-09-10 15:21:39.100695
Good
Yes
Monthly
House
1,157
53,382
39
Female
539
Single
4
Master's
null
10.16286
Rural
Premium
1
15
648
5
2022-10-26 15:21:39.247098
Good
Yes
Monthly
Apartment
356
53,383
25
Male
64,592
Single
2
Master's
null
46.984797
Suburban
Basic
null
11
376
4
2020-01-21 15:21:39.180553
Poor
No
Daily
Condo
803
53,384
51
Male
14,991
Single
0
High School
Self-Employed
27.966248
Suburban
Premium
null
6
474
2
2022-12-18 15:21:39.237118
Poor
No
Rarely
Apartment
373
53,385
48
Female
15,509
Married
4
Bachelor's
Unemployed
39.828195
Urban
Premium
1
8
650
3
2020-04-06 15:21:39.224915
Poor
No
Rarely
House
2,128
53,386
26
Male
null
Single
0
Bachelor's
Employed
51.739686
Suburban
Comprehensive
0
19
583
4
2023-06-12 15:21:39.172097
Poor
Yes
Rarely
Apartment
1,755
53,387
41
Male
20
Divorced
0
Bachelor's
Self-Employed
7.818267
Urban
Premium
0
18
462
4
2024-04-02 15:21:39.257696
Average
Yes
Monthly
Apartment
795
53,388
38
Female
68,925
Married
1
PhD
Employed
15.281279
Suburban
Premium
5
18
476
1
2023-02-14 15:21:39.192212
Average
No
Rarely
Apartment
743
53,389
50
Female
3,078
Divorced
3
Bachelor's
null
27.495541
Suburban
Comprehensive
null
14
532
3
2020-01-31 15:21:39.219432
null
Yes
Daily
Condo
2,410
53,390
19
Female
14,800
Married
null
PhD
Self-Employed
23.836641
Urban
Basic
0
8
783
3
2022-08-02 15:21:39.237118
Poor
No
Rarely
House
925
53,391
29
Male
7,865
Single
2
Master's
null
19.18249
Suburban
Comprehensive
null
2
571
5
2019-09-01 15:21:39.155231
Average
Yes
Daily
Condo
939
53,392
42
Female
2,799
Divorced
3
PhD
null
40.889437
Rural
Comprehensive
3
0
307
1
2023-12-18 15:21:39.209847
Poor
Yes
Monthly
House
50
53,393
42
Male
20,659
Divorced
1
High School
null
4.848982
Suburban
Premium
0
11
683
8
2020-08-10 15:21:39.213373
Average
Yes
Weekly
Condo
731
53,394
null
Male
14,975
Single
4
Master's
null
10.840878
Urban
Comprehensive
null
11
330
5
2021-11-06 15:21:39.155231
Average
Yes
Rarely
House
1,321
53,395
53
Female
16,077
Married
4
Bachelor's
Employed
25.082089
Rural
Basic
null
9
null
7
2024-03-17 15:21:39.134960
Average
No
Weekly
Condo
925
53,396
20
Female
25,375
Divorced
4
High School
Employed
18.634193
Rural
Comprehensive
2
2
456
6
2022-12-31 15:21:39.223901
Poor
Yes
Weekly
House
4,881
53,397
29
Male
714
Divorced
4
Master's
null
43.556538
Rural
Basic
null
8
507
8
2024-05-09 15:21:39.263607
Good
No
Daily
Condo
1,322
53,398
22
Male
4,233
Married
4
High School
null
23.833615
Suburban
Comprehensive
0
6
498
5
2023-11-21 15:21:39.263607
Good
Yes
Daily
Apartment
936
53,399
51
Female
14,073
Married
0
Bachelor's
Employed
14.923493
Rural
Comprehensive
1
17
683
5
2020-04-24 15:21:39.237118
Average
Yes
Monthly
Apartment
807