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
18,400
32
Female
101,069
Single
1
PhD
null
49.172212
Suburban
Basic
null
6
394
6
2021-06-10 15:21:39.117183
Average
No
Weekly
Condo
637
18,401
45
Female
5,819
Divorced
4
PhD
Employed
7.74926
Rural
Comprehensive
2
8
716
7
2024-04-06 15:21:39.134960
Poor
Yes
Rarely
Condo
361
18,402
29
Female
72,725
Single
4
High School
Unemployed
13.639434
Urban
Basic
null
4
315
1
2022-09-04 15:21:39.259788
Good
No
Weekly
House
392
18,403
31
Female
36,392
Married
0
Master's
Employed
26.651732
Rural
Comprehensive
0
19
706
3
2023-04-06 15:21:39.272456
Poor
No
Weekly
House
105
18,404
64
Male
52,850
Single
4
High School
Unemployed
33.892166
Suburban
Comprehensive
2
18
727
9
2020-10-08 15:21:39.185215
Average
Yes
Monthly
Condo
355
18,405
18
Male
63,956
Divorced
2
Master's
null
11.919322
Urban
Comprehensive
1
13
504
8
2020-10-10 15:21:39.171102
Good
No
Daily
House
383
18,406
62
Female
27,467
Divorced
2
PhD
Self-Employed
23.542307
Urban
Basic
null
1
602
2
2023-03-08 15:21:39.264504
Good
Yes
Monthly
Apartment
1,361
18,407
33
Female
6,744
Married
null
PhD
null
20.240846
Rural
Basic
3
9
644
7
2024-05-27 15:21:39.237118
Good
Yes
Monthly
Apartment
3,051
18,408
23
Female
71,437
Divorced
4
High School
null
14.038194
Urban
Comprehensive
0
17
380
2
2022-06-05 15:21:39.246098
Average
No
Weekly
House
562
18,409
23
Female
5,825
Married
1
PhD
Unemployed
39.692524
Rural
Premium
1
14
651
8
2020-06-23 15:21:39.154008
Good
Yes
Weekly
House
673
18,410
26
Male
18,791
Single
1
PhD
Self-Employed
17.889575
Suburban
Premium
null
12
549
4
2022-04-13 15:21:39.248098
Average
No
Weekly
House
587
18,411
51
Male
5,879
Single
1
PhD
null
39.756633
Suburban
Basic
null
4
538
2
2021-08-31 15:21:39.120168
Good
No
Rarely
House
581
18,412
19
Male
31,234
Single
3
PhD
Self-Employed
35.441616
Rural
Premium
0
11
752
7
2023-01-17 15:21:39.224915
Average
Yes
Weekly
Apartment
2,662
18,413
28
Female
11,911
Married
3
Master's
Self-Employed
22.015053
Suburban
Premium
null
13
742
9
2020-08-21 15:21:39.081504
Average
No
Rarely
House
719
18,414
19
Male
1,896
Divorced
1
Master's
Employed
15.811413
Suburban
Comprehensive
1
14
402
3
2024-01-26 15:21:39.080440
Good
No
Daily
Condo
1,164
18,415
22
Male
1,133
Married
null
High School
Employed
25.288974
Rural
Basic
1
3
590
2
2022-09-11 15:21:39.247098
Good
No
Monthly
Apartment
50
18,416
31
Male
15,274
Single
null
Bachelor's
Unemployed
15.39483
Suburban
Premium
null
14
442
8
2020-07-15 15:21:39.188220
Average
Yes
Weekly
House
2,061
18,417
25
Male
15,107
Divorced
4
Master's
null
24.813679
Rural
Premium
2
7
null
8
2021-07-19 15:21:39.246098
Average
No
Daily
Condo
691
18,418
59
Female
4,918
Single
3
High School
Self-Employed
22.127435
Suburban
Premium
0
15
521
9
2021-05-23 15:21:39.092127
Poor
No
Monthly
House
2,329
18,419
53
Male
null
Divorced
1
High School
null
30.818557
Rural
Comprehensive
0
2
442
4
2023-11-05 15:21:39.146733
Average
No
Monthly
Condo
38
18,420
33
Male
63,534
Married
4
Master's
Employed
33.328737
Suburban
Premium
null
4
535
2
2021-03-13 15:21:39.246098
Average
Yes
Weekly
Condo
382
18,421
64
Female
61,462
Divorced
2
PhD
Self-Employed
12.955589
Rural
Premium
2
8
419
8
2023-03-13 15:21:39.155231
Good
No
Weekly
Apartment
3,092
18,422
18
Female
27,385
Divorced
2
High School
Unemployed
27.779829
Rural
Premium
0
1
319
2
2021-03-13 15:21:39.149731
Average
Yes
Monthly
Condo
717
18,423
21
Male
18,396
Divorced
2
Master's
null
18.559818
Urban
Basic
3
6
528
9
2022-12-05 15:21:39.181605
Average
Yes
Rarely
Condo
981
18,424
22
Male
30,899
Married
1
Master's
null
15.817459
Suburban
Basic
1
6
673
7
2023-03-18 15:21:39.091080
Good
Yes
Weekly
House
567
18,425
43
Female
133,669
Married
0
High School
Unemployed
16.073378
Urban
Basic
4
7
313
6
2020-09-03 15:21:39.134960
Poor
No
Monthly
House
130
18,426
43
Female
2,485
Single
4
High School
Unemployed
12.824493
Rural
Basic
0
2
522
7
2021-08-13 15:21:39.087123
null
No
Rarely
Apartment
726
18,427
38
Female
36,848
Divorced
2
Bachelor's
null
51.440061
Urban
Comprehensive
1
9
436
5
2023-04-15 15:21:39.170099
Good
Yes
Rarely
House
706
18,428
35
Male
707
Single
0
Bachelor's
Employed
50.574767
Urban
Comprehensive
1
10
813
8
2020-10-25 15:21:39.091080
Good
No
Monthly
Condo
1,625
18,429
52
Female
39,724
Married
0
Bachelor's
Employed
null
Suburban
Comprehensive
2
9
819
4
2021-01-24 15:21:39.223901
null
No
Monthly
Apartment
893
18,430
21
Female
7,004
Single
null
PhD
Unemployed
14.723722
Urban
Comprehensive
3
10
635
1
2022-05-01 15:21:39.079128
Average
No
Rarely
House
1,505
18,431
61
Male
46,280
Married
3
High School
Employed
24.936505
Rural
Premium
1
16
823
6
2024-01-28 15:21:39.150730
null
No
Daily
Apartment
4,943
18,432
19
Male
24,897
Single
3
Bachelor's
Self-Employed
36.828801
Suburban
Comprehensive
null
15
778
3
2022-03-23 15:21:39.228521
Average
No
Weekly
House
1,264
18,433
20
Male
11,081
Married
0
Master's
Unemployed
5.658938
Urban
Comprehensive
null
3
761
3
2023-08-07 15:21:39.237118
Good
Yes
Rarely
Condo
964
18,434
26
Male
19,397
Single
3
Master's
Employed
33.633172
Rural
Premium
0
10
null
2
2024-08-05 15:21:39.245086
Average
No
Weekly
Apartment
783
18,435
33
Female
93,873
Single
0
High School
null
22.926536
Urban
Basic
2
16
null
2
2020-11-10 15:21:39.112553
Average
No
Daily
Apartment
2,987
18,436
59
Male
14,846
Married
1
High School
Unemployed
39.937507
Urban
Premium
1
16
575
2
2022-01-02 15:21:39.134960
Average
No
Monthly
Condo
320
18,437
35
Male
1,520
Single
2
Master's
null
8.457861
Urban
Basic
0
12
824
4
2022-04-05 15:21:39.194829
Good
Yes
Weekly
House
1,838
18,438
50
Male
50,895
Married
0
High School
null
30.638408
Urban
Basic
2
0
739
3
2023-06-08 15:21:39.166062
Poor
Yes
Monthly
Apartment
40
18,439
46
Male
1,069
Single
2
Bachelor's
null
21.098242
Suburban
Comprehensive
2
2
746
6
2021-05-02 15:21:39.206847
Good
Yes
Weekly
Apartment
587
18,440
57
Female
25,530
Divorced
null
PhD
Self-Employed
11.917008
Suburban
Basic
0
7
null
8
2020-06-17 15:21:39.261856
Good
No
Daily
Apartment
165
18,441
30
Female
63,820
Married
null
PhD
Unemployed
16.427618
Urban
Comprehensive
null
8
350
2
2022-11-16 15:21:39.224915
null
Yes
Daily
Apartment
1,365
18,442
25
Male
null
Married
0
Master's
null
33.757042
Urban
Basic
1
9
335
9
2024-05-04 15:21:39.132191
Poor
Yes
Rarely
Apartment
230
18,443
26
Female
12,082
Single
4
Master's
null
21.636584
Urban
Premium
1
12
554
1
2020-04-06 15:21:39.164044
Average
No
Weekly
Apartment
830
18,444
24
Male
7,791
Single
0
Master's
null
9.692306
Suburban
Premium
null
17
584
7
2023-06-09 15:21:39.093681
Average
Yes
Daily
Apartment
1,253
18,445
41
Male
105,728
Single
3
Master's
null
17.927703
Suburban
Basic
null
18
404
1
2024-05-14 15:21:39.143708
Good
Yes
Monthly
Apartment
993
18,446
24
Female
14,050
Married
4
Master's
Employed
21.00778
Rural
Basic
0
0
337
8
2024-07-11 15:21:39.198406
null
Yes
Rarely
Condo
2,108
18,447
39
Male
23,863
Divorced
3
High School
null
21.002068
Suburban
Premium
1
6
793
7
2023-06-01 15:21:39.144722
Average
No
Weekly
Condo
1,664
18,448
40
Male
80,185
Divorced
2
Bachelor's
Self-Employed
21.947638
Suburban
Basic
0
8
724
5
2022-05-14 15:21:39.228521
Poor
Yes
Weekly
House
289
18,449
50
Female
37,195
Divorced
3
High School
null
null
Suburban
Comprehensive
0
12
554
7
2020-10-27 15:21:39.235012
Average
No
Monthly
Apartment
101
18,450
23
Female
null
Married
0
Bachelor's
Self-Employed
7.283889
Suburban
Premium
1
13
482
1
2024-01-20 15:21:39.289099
Average
Yes
Daily
Apartment
28
18,451
36
Female
13,982
Single
3
PhD
Unemployed
32.854685
Suburban
Basic
1
17
null
6
2023-02-14 15:21:39.155231
Poor
No
Rarely
House
1,027
18,452
49
Female
14,983
Divorced
0
Master's
null
40.096466
Urban
Premium
null
8
642
7
2022-07-23 15:21:39.252145
Average
Yes
Daily
Apartment
590
18,453
51
Female
18,062
Divorced
0
Bachelor's
Employed
18.103026
Suburban
Comprehensive
0
12
834
6
2022-04-10 15:21:39.144722
Good
Yes
Monthly
House
1,082
18,454
40
Female
1,409
Single
2
PhD
Self-Employed
15.63724
Urban
Basic
0
9
642
2
2022-11-27 15:21:39.126661
Poor
Yes
Weekly
Condo
25
18,455
50
Female
96,386
Single
4
Master's
Unemployed
34.185027
Suburban
Basic
2
8
349
9
2023-02-19 15:21:39.133866
Average
No
Rarely
Apartment
50
18,456
42
Male
23,203
Married
3
Bachelor's
Self-Employed
19.936184
Urban
Comprehensive
2
12
648
1
2021-11-24 15:21:39.186212
null
Yes
Weekly
Apartment
81
18,457
38
Female
24,444
Single
3
Master's
null
31.726607
Suburban
Comprehensive
2
10
516
3
2023-02-17 15:21:39.257696
Good
No
Monthly
House
567
18,458
36
Female
111,126
Divorced
2
Bachelor's
Self-Employed
13.981786
Urban
Comprehensive
null
14
469
8
2021-03-27 15:21:39.177724
Poor
No
Weekly
House
3,735
18,459
41
Male
103,104
Married
2
Bachelor's
Employed
29.08466
Suburban
Comprehensive
1
2
699
4
2021-03-25 15:21:39.155231
null
No
Rarely
House
325
18,460
21
Female
92,358
Single
4
Master's
Unemployed
26.311327
Rural
Comprehensive
2
9
733
9
2020-10-23 15:21:39.185215
null
Yes
Rarely
Condo
2,089
18,461
59
Male
51,241
Married
4
Master's
Self-Employed
17.827648
Suburban
Comprehensive
0
6
567
1
2023-08-04 15:21:39.094752
Average
Yes
Daily
House
186
18,462
40
Female
63,351
Married
1
PhD
Self-Employed
51.189859
Rural
Basic
0
10
363
8
2024-07-23 15:21:39.187211
Average
No
Rarely
Condo
615
18,463
48
Male
29,502
Divorced
0
Bachelor's
Unemployed
35.159719
Urban
Comprehensive
1
16
565
1
2023-12-01 15:21:39.237118
Average
Yes
Weekly
House
645
18,464
41
Male
4,060
Married
2
Master's
Unemployed
33.996449
Rural
Premium
null
13
437
8
2024-08-08 15:21:39.254678
Good
Yes
Rarely
Condo
762
18,465
52
Male
14,434
Married
2
Bachelor's
Self-Employed
17.038234
Urban
Premium
null
0
769
3
2023-04-01 15:21:39.155231
Poor
Yes
Weekly
Condo
602
18,466
37
Female
38,963
Divorced
3
Master's
Unemployed
8.569662
Rural
Basic
1
15
573
3
2021-08-15 15:21:39.181605
Poor
No
Monthly
House
1,021
18,467
39
Male
45,708
Divorced
4
PhD
Employed
6.296488
Urban
Basic
null
4
606
6
2024-05-20 15:21:39.155231
Average
No
Rarely
Apartment
45
18,468
64
Male
71,685
Married
2
High School
Self-Employed
51.97975
Urban
Premium
3
18
558
3
2023-07-16 15:21:39.231531
Poor
Yes
Monthly
House
1,163
18,469
18
Male
12,096
Divorced
1
PhD
Self-Employed
23.724785
Rural
Premium
1
10
765
6
2023-12-09 15:21:39.237118
Average
Yes
Rarely
House
1,305
18,470
36
Female
9,058
Divorced
3
PhD
Employed
22.839383
Urban
Premium
null
12
677
2
2020-11-10 15:21:39.092127
Good
Yes
Monthly
Apartment
1,124
18,471
51
Female
46,368
Married
0
PhD
Employed
33.814231
Rural
Premium
1
12
null
3
2024-05-14 15:21:39.236064
Good
No
Daily
Condo
694
18,472
47
Female
11,534
Married
null
Master's
Unemployed
40.857953
Rural
Basic
1
11
825
3
2021-10-14 15:21:39.186212
Average
Yes
Daily
Condo
1,168
18,473
19
Female
15,440
Divorced
4
Master's
Self-Employed
5.023979
Suburban
Comprehensive
null
15
565
9
2020-03-10 15:21:39.085129
Average
No
Monthly
House
30
18,474
42
Male
5,901
Married
2
Bachelor's
Employed
27.792446
Suburban
Basic
null
15
null
7
2020-12-28 15:21:39.155231
Poor
No
Weekly
Apartment
884
18,475
28
Female
17,861
Single
4
Master's
null
27.826299
Rural
Basic
null
8
null
9
2024-05-29 15:21:39.192212
Poor
No
Weekly
House
744
18,476
63
Female
16,357
Divorced
3
Bachelor's
Employed
40.257776
Rural
Comprehensive
1
3
658
3
2019-09-05 15:21:39.148733
Average
Yes
Weekly
Apartment
2,481
18,477
52
Female
64,901
Married
1
Bachelor's
Unemployed
37.09732
Urban
Comprehensive
1
7
393
7
2023-01-10 15:21:39.155231
Average
Yes
Weekly
House
923
18,478
45
Female
16,069
Married
4
Bachelor's
Employed
20.835217
Urban
Basic
1
8
590
2
2023-07-21 15:21:39.084065
null
Yes
Daily
Condo
724
18,479
31
Male
4,499
Divorced
2
PhD
Employed
22.232538
Rural
Basic
0
7
839
3
2023-06-12 15:21:39.178717
Good
No
Rarely
House
394
18,480
34
Male
1,387
Single
4
Master's
Unemployed
37.260087
Urban
Comprehensive
2
6
685
7
2021-04-16 15:21:39.191219
Poor
Yes
Weekly
Apartment
1,409
18,481
21
Male
null
Married
0
High School
Employed
28.734667
Rural
Basic
1
3
334
1
2024-07-24 15:21:39.093681
Average
No
Rarely
Condo
21
18,482
40
Female
68,991
Married
4
PhD
null
36.38987
Urban
Comprehensive
1
18
538
6
2023-11-27 15:21:39.092127
null
No
Monthly
Condo
165
18,483
52
Female
15,921
Married
2
Bachelor's
Unemployed
22.492596
Suburban
Basic
null
2
783
5
2019-09-04 15:21:39.166062
Poor
No
Weekly
House
159
18,484
26
Male
29,069
Married
1
High School
Unemployed
32.780527
Suburban
Basic
0
5
466
1
2019-09-07 15:21:39.197445
Average
Yes
Rarely
Apartment
714
18,485
28
Male
5,901
Married
1
High School
Unemployed
29.007085
Suburban
Premium
1
15
627
5
2024-04-26 15:21:39.102694
Good
No
Rarely
Condo
843
18,486
60
Male
24,961
Single
1
Bachelor's
Self-Employed
null
Suburban
Basic
null
14
711
6
2021-01-05 15:21:39.289099
Average
No
Weekly
Condo
438
18,487
61
Female
19,725
Divorced
2
High School
null
20.433938
Rural
Premium
0
3
498
8
2024-05-24 15:21:39.276901
Poor
No
Monthly
Condo
197
18,488
49
Male
87,874
Single
2
PhD
Self-Employed
52.40252
Suburban
Premium
null
2
483
5
2020-05-20 15:21:39.181605
Good
No
Monthly
Condo
1,121
18,489
56
Female
2,907
Married
4
PhD
Self-Employed
25.822176
Urban
Premium
null
14
558
9
2021-05-15 15:21:39.134960
Good
Yes
Daily
Apartment
3,149
18,490
62
Female
38,683
Married
3
PhD
Employed
18.598621
Suburban
Basic
1
10
826
2
2023-12-21 15:21:39.091080
Average
No
Weekly
Apartment
509
18,491
57
Male
23,401
Divorced
4
High School
Unemployed
15.078375
Urban
Premium
1
8
336
4
2021-09-21 15:21:39.245086
Poor
Yes
Weekly
Apartment
1,397
18,492
36
Male
20,797
Divorced
1
Bachelor's
Employed
44.311324
Suburban
Basic
2
8
491
7
2024-01-21 15:21:39.155231
Poor
Yes
Daily
Apartment
508
18,493
33
Female
45,948
Divorced
3
PhD
Self-Employed
29.6566
Suburban
Basic
3
12
731
3
2022-11-20 15:21:39.254678
Poor
No
Weekly
Condo
1,476
18,494
41
Male
2,679
Married
4
Master's
Unemployed
null
Urban
Comprehensive
1
18
null
6
2020-05-02 15:21:39.134960
Good
Yes
Daily
Condo
1,148
18,495
40
Female
2,426
Divorced
4
Bachelor's
Self-Employed
31.819083
Suburban
Comprehensive
0
16
639
9
2020-02-24 15:21:39.131192
Poor
No
Rarely
House
38
18,496
26
Male
63,534
Divorced
4
High School
null
14.846129
Rural
Premium
0
3
690
8
2020-09-26 15:21:39.204790
Average
No
Weekly
House
386
18,497
63
Female
72,320
Married
3
Bachelor's
Employed
21.386314
Urban
Premium
null
15
432
7
2021-10-20 15:21:39.194829
Good
No
Monthly
House
1,536
18,498
26
Male
38,683
Single
3
PhD
Unemployed
20.644986
Urban
Comprehensive
1
4
820
6
2023-04-25 15:21:39.215386
null
Yes
Weekly
Apartment
401
18,499
44
Male
34,307
Married
4
PhD
Unemployed
7.948586
Rural
Comprehensive
0
5
581
7
2023-09-28 15:21:39.121169
Average
No
Rarely
Condo
558