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
18,500
38
Female
39,681
Divorced
1
Master's
null
16.939102
Rural
Comprehensive
null
17
541
4
2023-10-13 15:21:39.274993
Poor
No
Rarely
Apartment
806
18,501
36
Female
58,818
Divorced
1
High School
null
43.090712
Rural
Basic
null
7
690
4
2022-03-03 15:21:39.265513
Average
No
Monthly
Apartment
92
18,502
60
Female
1,341
Married
1
High School
Unemployed
39.749731
Rural
Comprehensive
null
11
552
1
2022-01-14 15:21:39.088124
Poor
Yes
Monthly
Apartment
181
18,503
51
Male
40,144
Divorced
4
High School
Unemployed
6.654251
Urban
Basic
2
15
null
4
2023-11-25 15:21:39.166062
Poor
No
Rarely
House
498
18,504
59
Female
18,297
Single
2
High School
Employed
31.993604
Urban
Basic
4
10
668
1
2020-01-27 15:21:39.166062
Good
No
Rarely
House
488
18,505
62
Female
28,550
Divorced
0
High School
Self-Employed
42.246854
Suburban
Premium
null
15
765
3
2023-08-06 15:21:39.222387
Average
No
Rarely
Condo
37
18,506
52
Male
1,318
Married
3
High School
Employed
4.282909
Suburban
Premium
1
11
397
3
2020-02-13 15:21:39.155231
Poor
Yes
Weekly
Condo
1,326
18,507
51
Female
59,894
Married
4
PhD
Self-Employed
16.791997
Suburban
Comprehensive
0
17
716
9
2021-08-07 15:21:39.237118
Poor
No
Rarely
Apartment
50
18,508
39
Male
861
Divorced
2
Bachelor's
Self-Employed
10.772019
Rural
Comprehensive
2
4
493
7
2022-04-21 15:21:39.168099
Good
No
Rarely
Apartment
861
18,509
36
Female
10,791
null
2
Master's
Unemployed
45.766525
Urban
Comprehensive
1
2
684
6
2021-08-03 15:21:39.259788
Good
Yes
Monthly
House
671
18,510
30
Female
4,718
Single
3
Bachelor's
Self-Employed
32.094413
Rural
Comprehensive
2
9
682
2
2022-02-08 15:21:39.167099
Poor
Yes
Weekly
Condo
1,108
18,511
53
Male
3,420
Single
1
Master's
Unemployed
42.959384
Suburban
Premium
1
14
544
5
2021-09-14 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,741
18,512
58
Male
58,598
Married
4
Master's
Self-Employed
16.728524
Suburban
Basic
0
16
578
7
2023-01-29 15:21:39.134960
Good
No
Monthly
House
188
18,513
34
Female
62,880
Divorced
4
High School
Unemployed
44.681717
Rural
Basic
0
7
492
3
2020-03-19 15:21:39.102694
Average
Yes
Daily
Condo
2,363
18,514
44
Female
55,307
Married
null
Master's
Employed
27.858679
Suburban
Premium
2
5
306
8
2024-07-12 15:21:39.182597
Good
Yes
Daily
House
2,463
18,515
55
Female
57,898
Divorced
null
PhD
null
null
Rural
Comprehensive
1
16
529
9
2023-04-24 15:21:39.182597
Good
Yes
Weekly
Condo
38
18,516
30
Female
2,498
Single
0
High School
Self-Employed
50.930313
Suburban
Basic
0
16
543
2
2020-09-21 15:21:39.267454
Good
No
Daily
Apartment
507
18,517
61
Male
54,568
Divorced
3
Bachelor's
Self-Employed
9.619715
Rural
Premium
2
18
560
9
2021-03-19 15:21:39.168099
Poor
No
Rarely
Apartment
188
18,518
41
Male
16,077
Married
3
Master's
Employed
45.914305
Suburban
Comprehensive
1
8
778
6
2020-03-17 15:21:39.155231
Good
No
Weekly
Apartment
1,444
18,519
34
Female
3,118
Divorced
1
Bachelor's
Employed
16.797059
Rural
Comprehensive
2
10
585
7
2022-04-10 15:21:39.164044
null
No
Rarely
Apartment
1,999
18,520
36
Male
9,086
Single
3
PhD
Employed
9.146092
Urban
Basic
1
12
553
4
2020-12-14 15:21:39.226954
Average
Yes
Daily
Apartment
1,251
18,521
25
Female
18,340
Married
4
High School
null
31.948335
Rural
Basic
1
13
704
3
2020-04-11 15:21:39.096739
Good
No
Rarely
House
829
18,522
19
Male
1,101
Single
0
High School
null
39.834962
Urban
Premium
1
18
757
9
2023-10-15 15:21:39.211806
Poor
Yes
Monthly
House
34
18,523
24
Female
60,594
Married
2
Bachelor's
Unemployed
55.891014
Urban
Premium
1
14
398
5
2021-03-04 15:21:39.131192
Average
Yes
Daily
Condo
1,119
18,524
28
Female
12,043
Married
2
Master's
Employed
47.533439
Suburban
Basic
2
16
707
3
2024-06-08 15:21:39.095696
Good
No
Weekly
Apartment
1,296
18,525
26
Female
83,758
Divorced
1
Master's
Unemployed
27.792529
Rural
Premium
null
0
763
2
2020-08-31 15:21:39.091080
Average
No
Weekly
Apartment
275
18,526
32
Female
955
Divorced
4
Master's
Self-Employed
23.01476
Rural
Premium
null
3
391
6
2023-10-23 15:21:39.191219
Poor
Yes
Daily
Condo
27
18,527
39
Male
43,717
Married
4
Master's
null
30.914391
Suburban
Comprehensive
0
15
667
6
2024-05-12 15:21:39.155231
Good
No
Monthly
Condo
1,734
18,528
58
Male
39,301
Married
1
High School
Employed
31.468522
Urban
Basic
0
10
null
2
2020-06-23 15:21:39.256696
Average
Yes
Monthly
House
1,709
18,529
31
Female
81,370
null
0
Bachelor's
null
41.00792
Suburban
Premium
null
1
389
7
2023-03-03 15:21:39.185215
Good
No
Rarely
Apartment
27
18,530
27
Male
27,172
Single
2
Master's
Employed
48.627945
Rural
Basic
2
6
449
5
2020-05-08 15:21:39.150730
Poor
No
Daily
House
450
18,531
26
Female
45,320
null
0
Master's
null
null
Suburban
Premium
1
1
776
7
2021-03-19 15:21:39.134960
Good
Yes
Monthly
Apartment
473
18,532
49
Female
28,091
Married
3
Bachelor's
null
21.326864
Suburban
Premium
null
4
625
1
2021-07-18 15:21:39.271453
Average
Yes
Rarely
House
761
18,533
30
Female
16,077
Married
2
Master's
null
34.979463
Urban
Basic
1
16
443
3
2020-03-31 15:21:39.182597
Good
No
Daily
Apartment
602
18,534
62
Male
20,303
Single
1
High School
Self-Employed
18.175955
Rural
Basic
0
5
550
4
2019-12-27 15:21:39.134960
Poor
Yes
Daily
Condo
782
18,535
38
Male
30,213
Married
1
PhD
Self-Employed
null
Rural
Comprehensive
1
5
396
9
2022-09-23 15:21:39.254678
Average
Yes
Monthly
Condo
2,176
18,536
28
Male
44,998
Married
1
High School
null
24.896345
Suburban
Premium
0
6
464
2
2021-03-30 15:21:39.155231
Average
Yes
Monthly
House
522
18,537
28
Male
7,830
Divorced
3
Bachelor's
Self-Employed
39.712899
Urban
Basic
null
0
487
2
2022-07-16 15:21:39.237118
Average
Yes
Rarely
Condo
391
18,538
60
Female
20,551
Married
2
PhD
null
31.811391
Urban
Basic
0
12
null
2
2023-12-30 15:21:39.105504
null
Yes
Weekly
Condo
1,120
18,539
36
Female
36,117
Married
null
Master's
Self-Employed
26.591754
Urban
Basic
0
16
636
7
2020-07-12 15:21:39.114118
Poor
Yes
Monthly
Apartment
1,763
18,540
37
Male
131,777
Single
4
Bachelor's
Unemployed
19.252929
Urban
Basic
0
1
833
4
2020-10-08 15:21:39.129190
Average
No
Weekly
House
270
18,541
18
Male
1,563
Married
3
Master's
null
42.63869
Suburban
Premium
3
19
619
5
2020-03-12 15:21:39.087123
Good
No
Rarely
Apartment
590
18,542
55
Female
40,487
Single
4
PhD
null
25.074767
Urban
Premium
null
18
567
3
2021-04-22 15:21:39.229482
Good
Yes
Rarely
Apartment
748
18,543
26
Male
9,984
Married
1
Master's
null
25.790044
Urban
Comprehensive
0
12
695
8
2021-10-17 15:21:39.130190
Average
No
Rarely
House
782
18,544
45
Male
39,177
Single
0
Master's
Self-Employed
5.758942
Suburban
Comprehensive
0
4
null
5
2020-04-22 15:21:39.259788
Average
Yes
Weekly
House
2,213
18,545
31
Female
36,955
Married
3
Master's
Unemployed
19.898003
Urban
Premium
2
9
792
8
2022-03-24 15:21:39.216387
Good
Yes
Weekly
House
110
18,546
59
Male
46,956
Divorced
null
PhD
Unemployed
27.717878
Suburban
Basic
2
15
490
7
2023-02-14 15:21:39.124659
Good
Yes
Weekly
Apartment
2,097
18,547
40
Male
29,092
Single
4
PhD
null
6.28862
Rural
Basic
null
4
517
4
2023-05-02 15:21:39.193945
Average
Yes
Daily
House
1,523
18,548
41
Male
null
null
1
Bachelor's
null
50.811539
Urban
Comprehensive
2
16
569
3
2021-10-25 15:21:39.190215
Average
No
Daily
House
1,445
18,549
58
Male
1,227
Single
4
Master's
null
53.277543
Urban
Premium
null
3
472
4
2021-10-12 15:21:39.155231
Good
Yes
Monthly
House
2,735
18,550
48
Male
3,408
Divorced
null
Master's
null
19.588939
Suburban
Premium
0
0
518
7
2023-12-12 15:21:39.145732
null
Yes
Daily
Apartment
892
18,551
32
Male
35,478
Married
4
Master's
Unemployed
20.071812
Rural
Comprehensive
0
3
739
5
2021-12-16 15:21:39.092127
Poor
Yes
Daily
Condo
1,009
18,552
34
Male
107,631
Divorced
3
High School
Unemployed
37.674584
Rural
Premium
2
15
444
8
2021-08-31 15:21:39.285112
Poor
Yes
Rarely
Condo
454
18,553
52
Male
43,729
Divorced
2
Bachelor's
null
28.913262
Rural
Comprehensive
1
18
434
2
2024-05-20 15:21:39.155231
Average
Yes
Weekly
Apartment
809
18,554
53
Female
5,529
Single
2
PhD
Self-Employed
36.737506
Urban
Premium
null
4
null
1
2020-01-10 15:21:39.207847
Poor
No
Daily
Condo
468
18,555
28
Male
18,791
Single
3
Bachelor's
null
31.172946
Urban
Premium
1
0
470
5
2022-08-03 15:21:39.182597
Average
Yes
Daily
Apartment
793
18,556
26
Male
3,173
Married
1
PhD
Unemployed
6.664732
Suburban
Basic
1
9
310
4
2021-01-24 15:21:39.192212
Poor
Yes
Daily
House
2,515
18,557
58
Male
5,940
Married
3
High School
Employed
47.058966
Suburban
Basic
1
8
742
9
2024-04-10 15:21:39.092127
Average
Yes
Weekly
Apartment
912
18,558
38
Male
20,705
Single
4
PhD
null
34.282837
Suburban
Basic
2
2
691
7
2021-10-04 15:21:39.172097
Good
Yes
Rarely
House
835
18,559
50
Male
6,058
Married
4
Master's
Employed
6.6529
Rural
Premium
0
6
545
8
2020-03-10 15:21:39.192212
Poor
Yes
Weekly
Apartment
551
18,560
19
Male
32,009
Married
null
Bachelor's
null
24.784977
Urban
Basic
1
2
572
6
2020-09-03 15:21:39.237118
Average
Yes
Daily
Apartment
577
18,561
63
Female
27,365
Single
3
PhD
null
21.927673
Rural
Premium
1
15
575
7
2021-01-27 15:21:39.213373
null
Yes
Weekly
Condo
313
18,562
40
Male
6,490
Divorced
2
Bachelor's
Unemployed
29.266986
Suburban
Basic
0
11
627
1
2020-09-26 15:21:39.092127
Good
No
Weekly
Condo
861
18,563
46
Male
5,001
Single
4
High School
Employed
50.944377
Rural
Comprehensive
4
8
335
6
2021-07-10 15:21:39.181605
Average
No
Rarely
Apartment
966
18,564
46
Male
44,976
Married
4
PhD
Unemployed
26.778886
Suburban
Premium
1
3
379
7
2023-03-03 15:21:39.148733
Good
No
Daily
House
1,085
18,565
64
Female
35,454
Single
4
Master's
Employed
29.19305
Suburban
Premium
0
7
815
2
2019-08-28 15:21:39.155231
Good
Yes
Weekly
Apartment
661
18,566
36
Female
57,564
Single
3
Bachelor's
Employed
44.08108
Urban
Premium
1
19
571
2
2023-06-04 15:21:39.123711
null
No
Monthly
Apartment
3,182
18,567
43
Male
17,094
Single
1
Master's
Employed
22.871012
Suburban
Comprehensive
null
1
788
8
2023-02-02 15:21:39.134960
Good
Yes
Rarely
House
827
18,568
58
Male
30,881
null
3
Bachelor's
Self-Employed
10.278651
Rural
Premium
null
0
null
3
2024-03-20 15:21:39.285112
Average
Yes
Rarely
Condo
2,212
18,569
40
Male
17,114
Married
null
PhD
Self-Employed
24.397726
Suburban
Comprehensive
null
10
626
8
2021-08-28 15:21:39.085129
Good
No
Weekly
Condo
3,254
18,570
35
Male
3,308
Divorced
null
Bachelor's
Self-Employed
45.351415
Urban
Comprehensive
2
11
638
4
2021-02-12 15:21:39.090124
Average
Yes
Daily
House
1,542
18,571
26
Male
5,892
Single
1
PhD
Employed
14.0517
Suburban
Basic
1
13
790
5
2022-10-04 15:21:39.252145
Average
No
Daily
Apartment
663
18,572
47
Male
18,132
Divorced
1
PhD
Self-Employed
27.180132
Urban
Basic
null
12
397
1
2019-09-23 15:21:39.122134
Poor
No
Weekly
Condo
2,122
18,573
55
Female
42,857
Married
0
Master's
Employed
24.890453
Urban
Premium
1
19
607
5
2022-06-27 15:21:39.209847
Good
Yes
Rarely
Condo
650
18,574
48
Male
10,026
Divorced
1
PhD
null
null
Suburban
Premium
1
1
798
7
2022-07-30 15:21:39.273973
Poor
No
Monthly
House
1,404
18,575
34
Male
12,137
Married
1
High School
null
8.868025
Rural
Premium
null
16
688
6
2023-06-19 15:21:39.086123
Poor
No
Weekly
House
1,674
18,576
52
Male
10,416
Single
4
High School
Unemployed
34.602822
Urban
Basic
1
2
636
8
2022-02-17 15:21:39.121169
Poor
No
Monthly
Condo
1,645
18,577
47
Female
9,073
Divorced
0
PhD
Unemployed
null
Rural
Comprehensive
null
6
694
4
2020-08-04 15:21:39.134960
Average
Yes
Rarely
Condo
593
18,578
29
Female
11,719
Married
0
Bachelor's
Employed
17.187869
Urban
Basic
0
18
654
6
2021-02-06 15:21:39.112553
Poor
No
Daily
Apartment
787
18,579
55
Male
469
Married
1
High School
null
38.72465
Suburban
Comprehensive
2
11
null
2
2023-12-03 15:21:39.177724
Good
No
Daily
Condo
803
18,580
46
Female
54,241
Married
3
Master's
Unemployed
51.849036
Urban
Basic
1
1
592
9
2024-05-29 15:21:39.231531
Good
No
Rarely
Condo
831
18,581
49
Male
43,906
Divorced
1
High School
Unemployed
24.85819
Suburban
Premium
0
9
null
5
2024-08-14 15:21:39.279729
Good
Yes
Monthly
Condo
2,054
18,582
28
Female
3,819
null
3
Master's
Self-Employed
50.839215
Rural
Basic
null
1
757
2
2023-12-19 15:21:39.085129
Good
Yes
Rarely
Condo
1,023
18,583
18
Female
13,791
Divorced
3
Bachelor's
null
36.030401
Suburban
Premium
1
19
524
4
2020-08-24 15:21:39.134960
Good
Yes
Weekly
Apartment
834
18,584
58
Female
16,863
Divorced
4
High School
null
20.918891
Suburban
Basic
1
18
592
3
2021-02-21 15:21:39.149731
Good
Yes
Daily
Apartment
882
18,585
54
Female
4,859
Single
2
Bachelor's
null
null
Urban
Comprehensive
0
7
712
4
2021-08-18 15:21:39.237118
Average
Yes
Weekly
House
696
18,586
18
Female
24,068
Married
3
Master's
Employed
18.637186
Urban
Comprehensive
null
12
526
1
2021-01-14 15:21:39.107553
Average
Yes
Rarely
Apartment
1,649
18,587
18
Male
30,776
Single
0
High School
null
38.92495
Urban
Basic
0
5
731
7
2019-12-23 15:21:39.155231
Good
No
Daily
Apartment
703
18,588
49
Female
109,903
Divorced
1
High School
Self-Employed
51.253012
Rural
Comprehensive
0
6
834
2
2023-04-16 15:21:39.220389
Good
Yes
Rarely
Apartment
756
18,589
29
Female
39,681
Single
2
High School
null
41.794744
Suburban
Comprehensive
0
2
456
5
2020-01-27 15:21:39.113566
Good
Yes
Rarely
Condo
1,377
18,590
31
Male
68,957
Single
2
High School
Self-Employed
21.966194
Urban
Basic
0
4
381
4
2023-09-20 15:21:39.151732
Average
No
Rarely
House
347
18,591
58
Male
2,653
Married
2
PhD
Unemployed
15.513939
Rural
Premium
0
6
825
9
2022-07-03 15:21:39.146733
Good
Yes
Monthly
Apartment
2,912
18,592
54
Female
27,982
Single
1
High School
Employed
21.808975
Suburban
Comprehensive
1
12
532
1
2024-06-27 15:21:39.216387
Poor
Yes
Monthly
House
212
18,593
28
Female
27,300
Married
0
High School
null
null
Urban
Basic
1
17
691
3
2020-10-19 15:21:39.105504
Good
No
Monthly
Condo
891
18,594
18
Female
28,108
Divorced
null
High School
Employed
38.167973
Urban
Comprehensive
0
18
507
8
2019-12-31 15:21:39.105504
Poor
Yes
Monthly
Apartment
2,947
18,595
48
Male
20,465
Divorced
3
Master's
Self-Employed
9.836907
Rural
Comprehensive
1
18
465
7
2021-12-08 15:21:39.171102
Poor
Yes
Daily
Condo
694
18,596
39
Male
96,413
Single
3
Bachelor's
Unemployed
31.829458
Rural
Basic
4
3
639
9
2022-01-27 15:21:39.155231
Average
Yes
Daily
Apartment
262
18,597
39
Female
61,801
Divorced
0
Bachelor's
Self-Employed
35.161695
Rural
Premium
null
11
330
6
2023-02-19 15:21:39.248098
Average
No
Monthly
Apartment
1,691
18,598
48
Male
8,615
Married
1
Master's
null
13.341254
Rural
Comprehensive
1
2
683
6
2023-04-14 15:21:39.236064
Good
Yes
Daily
Apartment
20
18,599
27
Female
17,789
Divorced
0
PhD
null
34.979851
Suburban
Comprehensive
1
6
625
6
2020-12-30 15:21:39.171102
Average
Yes
Rarely
Apartment
635