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
1,179,500
25
Female
51,678
Married
null
Bachelor's
Self-Employed
31.120127
Rural
Basic
1
11
369
6
2022-12-16 15:21:39.222387
Good
No
Weekly
Apartment
449
1,179,501
25
Female
74,511
Married
4
PhD
Self-Employed
28.816589
Rural
Basic
0
17
356
8
2023-03-31 15:21:39.188220
Average
No
Rarely
Condo
616
1,179,502
62
Male
119,930
Divorced
2
Master's
Employed
23.93634
Suburban
Comprehensive
null
2
309
4
2020-12-17 15:21:39.115178
Poor
No
Daily
Condo
322
1,179,503
19
Male
132,736
Single
null
Bachelor's
null
21.573542
Suburban
Basic
0
19
802
8
2023-12-29 15:21:39.196387
Average
No
Monthly
House
3,923
1,179,504
49
Female
93,413
Married
4
PhD
Self-Employed
17.078132
Suburban
Basic
1
3
492
3
2019-10-21 15:21:39.237118
Poor
No
Daily
Apartment
2,066
1,179,505
63
Female
54,480
Married
0
PhD
Self-Employed
41.37136
Rural
Premium
1
15
424
3
2022-08-28 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,501
1,179,506
46
Female
53,096
Divorced
3
High School
Self-Employed
20.818794
Urban
Basic
null
5
522
5
2020-12-03 15:21:39.155231
Poor
Yes
Rarely
Apartment
273
1,179,507
24
Male
39,093
Single
0
Master's
null
44.44698
Urban
Comprehensive
null
5
447
8
2021-08-30 15:21:39.217387
null
No
Rarely
Condo
2,850
1,179,508
30
Male
1,266
Divorced
0
PhD
null
7.185979
Suburban
Comprehensive
1
18
482
1
2023-08-11 15:21:39.259788
Poor
No
Rarely
Condo
1,770
1,179,509
20
Female
4,466
Single
3
Bachelor's
Unemployed
44.958942
Suburban
Basic
2
12
660
6
2024-06-03 15:21:39.149731
Good
No
Monthly
House
693
1,179,510
49
Female
29,986
Single
2
Bachelor's
null
6.518527
Suburban
Premium
1
5
566
4
2023-07-08 15:21:39.217387
null
Yes
Daily
Apartment
546
1,179,511
24
Male
2,658
Divorced
2
Master's
null
10.064913
Rural
Premium
2
14
818
1
2023-09-24 15:21:39.255696
Good
No
Rarely
Condo
1,285
1,179,512
64
Male
44,620
Single
2
High School
Self-Employed
47.929349
Urban
Premium
3
10
626
7
2023-01-02 15:21:39.097737
Average
No
Monthly
House
549
1,179,513
20
Male
38,959
Divorced
null
PhD
null
13.083427
Urban
Comprehensive
null
3
575
2
2023-01-25 15:21:39.101733
Average
Yes
Weekly
House
602
1,179,514
32
Female
16,062
Divorced
3
Master's
Self-Employed
19.955177
Suburban
Basic
1
14
null
9
2020-06-19 15:21:39.134960
Average
No
Daily
House
663
1,179,515
58
Male
76,500
Divorced
2
High School
Unemployed
25.933453
Rural
Premium
1
5
417
9
2022-10-08 15:21:39.202448
Poor
No
Rarely
Condo
1,607
1,179,516
25
Female
30,562
Married
1
Bachelor's
Unemployed
48.88138
Rural
Basic
1
19
null
3
2021-09-07 15:21:39.144722
Average
No
Rarely
House
1,403
1,179,517
20
Female
94,585
Single
1
Bachelor's
null
34.683817
Rural
Comprehensive
1
6
370
9
2022-05-19 15:21:39.252145
Good
Yes
Monthly
House
2,033
1,179,518
24
Female
39,603
Divorced
null
Master's
null
23.551567
Urban
Basic
null
12
673
8
2023-07-12 15:21:39.231531
Poor
Yes
Daily
Condo
34
1,179,519
44
Female
18,641
Married
0
Master's
null
null
Suburban
Premium
1
18
554
1
2022-10-22 15:21:39.106582
Average
Yes
Weekly
House
1,196
1,179,520
62
Female
6,810
Divorced
1
PhD
Employed
26.292269
Urban
Comprehensive
0
13
602
3
2024-06-15 15:21:39.230483
Good
No
Monthly
Apartment
592
1,179,521
36
Female
26,031
Single
1
Master's
Employed
42.258099
Urban
Comprehensive
0
7
743
5
2019-10-01 15:21:39.247098
Good
Yes
Weekly
Condo
197
1,179,522
38
Male
11,064
Single
4
PhD
Self-Employed
26.73055
Rural
Basic
2
11
815
3
2021-07-12 15:21:39.118178
Average
No
Rarely
House
1,646
1,179,523
35
Female
56,628
Single
2
High School
Self-Employed
45.254787
Rural
Comprehensive
2
7
627
7
2021-06-22 15:21:39.167099
Average
No
Monthly
Apartment
150
1,179,524
41
Female
3,328
Married
2
High School
null
34.246596
Urban
Premium
1
15
450
1
2020-06-16 15:21:39.224915
Good
No
Monthly
House
99
1,179,525
21
Male
122,076
Married
2
PhD
null
26.549866
Urban
Comprehensive
3
4
766
4
2022-02-15 15:21:39.106582
Good
Yes
Daily
Apartment
2,035
1,179,526
50
Female
39,210
Divorced
3
Master's
Employed
13.876753
Urban
Premium
null
5
548
6
2024-06-03 15:21:39.236064
Poor
Yes
Monthly
Apartment
1,063
1,179,527
39
Male
4,725
Single
2
Master's
Self-Employed
null
Suburban
Premium
1
0
808
6
2021-07-01 15:21:39.122134
Average
No
Daily
Condo
1,218
1,179,528
62
Male
27,385
Single
2
Bachelor's
Self-Employed
25.873245
Urban
Basic
3
7
668
2
2023-08-15 15:21:39.079128
Good
No
Daily
Apartment
531
1,179,529
22
Male
43,989
Married
2
Master's
Employed
20.81461
Urban
Basic
0
8
567
7
2020-06-26 15:21:39.276901
Average
No
Rarely
Apartment
549
1,179,530
32
Male
23,097
Married
4
High School
Self-Employed
27.72544
Rural
Premium
null
4
623
4
2024-05-05 15:21:39.186212
Good
Yes
Weekly
Condo
186
1,179,531
61
Male
125,925
Single
0
Bachelor's
Unemployed
28.957652
Urban
Basic
1
15
326
9
2023-12-26 15:21:39.092127
Good
No
Monthly
Apartment
688
1,179,532
56
Male
3,115
null
0
Bachelor's
Unemployed
44.163942
Urban
Comprehensive
null
10
677
9
2019-08-24 15:21:39.204790
null
Yes
Monthly
House
152
1,179,533
23
Male
6,923
Divorced
2
High School
Unemployed
33.391335
Rural
Premium
0
6
786
6
2019-12-18 15:21:39.155231
Average
No
Daily
Condo
710
1,179,534
57
Female
36,010
Divorced
4
PhD
Employed
19.844239
Suburban
Basic
0
8
307
2
2023-03-24 15:21:39.289099
Poor
No
Daily
Condo
778
1,179,535
43
Female
16,073
Single
null
Master's
null
null
Rural
Premium
null
18
693
6
2020-05-10 15:21:39.155231
Good
Yes
Monthly
Apartment
669
1,179,536
44
Female
32,737
Divorced
0
PhD
Employed
23.045469
Urban
Basic
1
14
558
9
2022-11-27 15:21:39.188220
Average
No
Daily
Apartment
324
1,179,537
37
Male
8,072
Married
4
High School
Unemployed
21.955556
Urban
Basic
null
16
477
6
2022-03-11 15:21:39.080440
Good
No
Weekly
Apartment
3,438
1,179,538
47
Female
1,037
Divorced
2
Master's
Employed
24.868362
Urban
Comprehensive
0
2
449
8
2022-08-08 15:21:39.095696
Average
No
Rarely
Condo
1,179
1,179,539
46
Female
96
Married
4
High School
null
34.937887
Rural
Premium
0
17
672
4
2022-11-14 15:21:39.155231
Good
No
Rarely
Condo
20
1,179,540
42
Male
6,073
Married
1
PhD
Unemployed
23.929075
Rural
Basic
1
0
null
7
2023-10-27 15:21:39.134960
Average
No
Monthly
House
1,236
1,179,541
21
Male
145,765
Single
0
Bachelor's
Self-Employed
11.597087
Rural
Premium
0
17
369
6
2024-05-09 15:21:39.243823
Good
Yes
Rarely
House
1,714
1,179,542
25
Male
9,044
Married
0
Master's
Employed
29.188959
Rural
Comprehensive
1
5
746
9
2020-12-11 15:21:39.237118
Good
No
Daily
Apartment
2,725
1,179,543
32
Female
43,490
Single
1
Bachelor's
Employed
37.279849
Urban
Comprehensive
1
17
483
9
2024-06-01 15:21:39.188220
Average
No
Rarely
Condo
1,298
1,179,544
42
Male
11,510
Married
1
High School
Self-Employed
47.676867
Rural
Premium
1
11
null
8
2024-08-08 15:21:39.237118
Good
Yes
Daily
Condo
910
1,179,545
60
Female
48,930
Single
0
Master's
Unemployed
27.893889
Urban
Premium
3
11
794
8
2020-05-15 15:21:39.102694
Poor
No
Weekly
House
3,550
1,179,546
28
Male
43,762
Divorced
null
Bachelor's
null
46.24461
Rural
Basic
null
12
365
9
2022-12-17 15:21:39.143708
Good
No
Monthly
Apartment
1,584
1,179,547
39
Female
27,480
Married
2
PhD
null
29.393829
Suburban
Premium
1
1
null
1
2020-04-11 15:21:39.259788
Average
No
Rarely
Condo
988
1,179,548
50
Male
27,281
Single
1
Bachelor's
Unemployed
null
Rural
Premium
null
3
null
3
2021-02-21 15:21:39.254678
Average
No
Rarely
House
857
1,179,549
35
Male
13,981
Married
0
Master's
null
26.354085
Suburban
Premium
0
1
710
8
2020-12-22 15:21:39.261856
Poor
Yes
Daily
Condo
942
1,179,550
33
Female
69,025
Divorced
3
Bachelor's
Self-Employed
11.929893
Rural
Premium
1
9
324
9
2020-05-25 15:21:39.115178
Good
Yes
Monthly
House
1,047
1,179,551
50
Female
60,945
Married
3
High School
null
null
Suburban
Comprehensive
0
18
421
7
2024-06-04 15:21:39.167099
Good
Yes
Daily
Condo
1,204
1,179,552
32
Male
76,983
Divorced
0
High School
Unemployed
26.090792
Suburban
Basic
0
7
731
2
2020-12-07 15:21:39.237118
Average
Yes
Daily
Condo
279
1,179,553
19
Male
712
Divorced
1
Bachelor's
Employed
31.919279
Suburban
Comprehensive
2
4
638
2
2020-12-06 15:21:39.172097
null
No
Rarely
House
811
1,179,554
45
Male
5,541
Single
1
High School
null
14.346513
Urban
Comprehensive
0
17
532
5
2020-01-22 15:21:39.134960
Good
No
Rarely
Apartment
816
1,179,555
49
Female
21,536
Married
2
PhD
Self-Employed
10.303347
Urban
Comprehensive
null
14
678
6
2022-06-18 15:21:39.237118
Good
No
Rarely
Condo
216
1,179,556
39
Male
47,940
Single
1
High School
Employed
3.066018
Rural
Basic
1
17
616
8
2022-10-06 15:21:39.082499
null
No
Weekly
Apartment
2,617
1,179,557
51
Male
33
Single
2
Bachelor's
Employed
21.782499
Rural
Comprehensive
0
12
493
7
2023-07-30 15:21:39.231531
Poor
No
Rarely
Condo
1,263
1,179,558
34
Female
8,811
Married
0
High School
null
32.646438
Urban
Premium
1
7
437
2
2023-09-12 15:21:39.130190
Average
No
Rarely
Apartment
887
1,179,559
20
Female
35,424
null
4
Master's
Self-Employed
32.038247
Rural
Premium
1
4
775
6
2019-11-23 15:21:39.134960
Average
No
Daily
House
1,264
1,179,560
38
Male
20,313
Married
null
High School
Employed
28.882313
Rural
Premium
0
9
641
7
2024-03-11 15:21:39.219432
Good
Yes
Weekly
Condo
539
1,179,561
31
Female
44,633
Single
0
Master's
Unemployed
12.164568
Suburban
Comprehensive
null
11
716
7
2023-05-03 15:21:39.093681
Average
Yes
Weekly
House
578
1,179,562
20
Female
57,962
Single
1
High School
Unemployed
18.988122
Rural
Basic
0
19
652
4
2022-03-16 15:21:39.151732
Good
No
Rarely
Apartment
269
1,179,563
44
Female
null
Divorced
1
Bachelor's
Employed
10.056467
Suburban
Basic
null
15
301
6
2021-07-08 15:21:39.250151
Average
Yes
Rarely
Condo
2,597
1,179,564
26
Male
20,164
Single
3
Master's
Unemployed
21.284321
Suburban
Comprehensive
1
19
424
7
2022-08-07 15:21:39.221386
Average
Yes
Weekly
Apartment
1,090
1,179,565
20
Female
5,310
Married
2
High School
Unemployed
16.67401
Urban
Premium
0
13
595
9
2020-04-06 15:21:39.245086
Good
Yes
Rarely
Apartment
1,821
1,179,566
34
Female
6,435
Divorced
2
High School
Self-Employed
42.790824
Suburban
Comprehensive
null
15
634
7
2022-01-13 15:21:39.190215
Poor
No
Daily
Apartment
45
1,179,567
22
Female
5,977
Married
0
PhD
Unemployed
12.91807
Suburban
Comprehensive
0
18
null
6
2020-01-04 15:21:39.091080
null
Yes
Weekly
Apartment
1,204
1,179,568
null
Female
40,454
Single
1
High School
Self-Employed
27.976355
Rural
Comprehensive
1
2
656
8
2023-09-11 15:21:39.175719
Good
No
Rarely
House
2,413
1,179,569
35
Male
61,380
Married
2
Bachelor's
Self-Employed
42.17712
Urban
Basic
2
7
378
2
2020-05-22 15:21:39.176717
Poor
No
Monthly
Apartment
273
1,179,570
27
Female
122,773
Divorced
0
High School
Employed
51.417766
Rural
Comprehensive
null
17
804
6
2020-09-28 15:21:39.213373
Good
Yes
Weekly
Apartment
112
1,179,571
39
Female
10,026
Married
1
Bachelor's
null
5.67477
Rural
Basic
0
9
424
8
2020-05-23 15:21:39.223901
Poor
Yes
Weekly
House
1,118
1,179,572
61
Female
24,249
Married
4
PhD
null
20.276701
Rural
Basic
2
14
734
9
2023-04-14 15:21:39.202448
Good
No
Monthly
House
1,867
1,179,573
62
Male
7,093
Married
4
PhD
null
47.464989
Rural
Premium
1
18
662
9
2020-09-19 15:21:39.095696
Average
No
Monthly
House
784
1,179,574
53
Male
10,010
Single
4
Bachelor's
Self-Employed
13.377985
Suburban
Premium
null
15
578
8
2020-09-11 15:21:39.121169
Good
No
Daily
Condo
1,607
1,179,575
63
Male
3,898
Divorced
0
Bachelor's
Unemployed
16.776532
Suburban
Premium
1
2
766
9
2020-10-06 15:21:39.102694
Average
Yes
Weekly
Apartment
1,867
1,179,576
29
Male
25
Divorced
1
Bachelor's
Employed
39.287954
Urban
Comprehensive
0
2
777
4
2024-02-06 15:21:39.210805
Poor
No
Weekly
House
1,165
1,179,577
54
Male
1,788
Married
null
PhD
Unemployed
14.895859
Suburban
Comprehensive
null
8
667
8
2020-12-11 15:21:39.080440
Average
No
Rarely
Condo
2,218
1,179,578
20
Female
63,911
Married
1
PhD
null
25.539731
Urban
Comprehensive
1
9
469
7
2023-04-04 15:21:39.252145
Good
No
Rarely
Apartment
1,859
1,179,579
27
Male
39,749
Divorced
1
Master's
null
6.012748
Suburban
Basic
2
7
598
5
2022-01-01 15:21:39.202448
Good
Yes
Rarely
Apartment
638
1,179,580
35
Female
12,577
Married
4
Master's
Unemployed
18.912622
Suburban
Basic
1
11
632
3
2022-09-01 15:21:39.098696
Good
No
Monthly
Condo
459
1,179,581
49
Male
29,236
Divorced
3
Master's
null
14.914956
Urban
Basic
0
8
731
2
2024-05-02 15:21:39.155231
Average
Yes
Weekly
Condo
1,069
1,179,582
24
Male
134,823
Divorced
3
Bachelor's
null
35.923172
Urban
Basic
2
10
764
6
2021-01-02 15:21:39.181605
Poor
Yes
Rarely
House
2,065
1,179,583
23
Male
1,795
Divorced
4
High School
Employed
5.2835
Suburban
Basic
2
3
722
9
2021-07-07 15:21:39.088124
Poor
No
Monthly
Condo
1,083
1,179,584
49
Female
17,607
Single
3
Master's
Unemployed
26.416468
Urban
Comprehensive
0
14
709
6
2022-01-14 15:21:39.215386
Good
No
Rarely
House
1,893
1,179,585
19
Male
51,873
Divorced
null
PhD
Employed
null
Rural
Basic
null
15
397
8
2024-06-15 15:21:39.285112
Poor
No
Weekly
House
1,399
1,179,586
42
Male
15,761
Divorced
null
PhD
Employed
43.874506
Rural
Comprehensive
null
2
485
5
2021-01-12 15:21:39.166062
Average
No
Rarely
Apartment
441
1,179,587
31
Male
20,234
Divorced
3
High School
Employed
46.677626
Rural
Basic
null
15
null
4
2022-11-13 15:21:39.223901
Good
No
Daily
Apartment
485
1,179,588
28
Female
50,164
Divorced
1
High School
null
18.34689
Urban
Premium
2
12
614
6
2023-04-04 15:21:39.205850
Average
Yes
Monthly
Apartment
2,310
1,179,589
53
Male
44,977
Divorced
3
High School
Self-Employed
26.284919
Suburban
Comprehensive
null
14
474
6
2021-05-25 15:21:39.155231
Poor
Yes
Weekly
Condo
551
1,179,590
61
Male
83,972
Married
0
High School
null
27.827971
Urban
Premium
2
18
459
7
2022-01-12 15:21:39.134960
null
No
Rarely
Condo
35
1,179,591
52
Male
24,663
Divorced
1
Master's
Employed
23.688401
Suburban
Basic
1
16
716
7
2021-07-13 15:21:39.081504
Poor
No
Weekly
House
1,531
1,179,592
30
Male
705
Single
1
Master's
null
22.816645
Suburban
Comprehensive
null
9
767
7
2022-08-23 15:21:39.237118
Good
Yes
Daily
House
28
1,179,593
55
Male
76,636
Divorced
4
Master's
Unemployed
21.434831
Urban
Comprehensive
1
4
667
6
2021-01-30 15:21:39.120168
Average
No
Rarely
House
47
1,179,594
31
Female
29,127
Divorced
1
PhD
Employed
19.893671
Suburban
Comprehensive
3
17
484
9
2022-10-22 15:21:39.134960
Average
No
Monthly
House
656
1,179,595
33
Female
57,720
Single
2
PhD
null
18.735315
Rural
Premium
2
7
733
7
2022-11-13 15:21:39.209847
Poor
Yes
Rarely
Condo
2,298
1,179,596
39
Male
46,677
Married
0
High School
Self-Employed
16.944136
Rural
Premium
1
17
754
3
2020-06-02 15:21:39.132191
Good
No
Daily
House
398
1,179,597
44
Male
null
Single
3
Master's
Unemployed
40.097478
Rural
Basic
2
7
693
8
2020-06-04 15:21:39.278402
Poor
No
Daily
House
2,280
1,179,598
34
Male
26,360
Married
2
Bachelor's
null
10.755844
Rural
Basic
2
10
487
1
2023-01-17 15:21:39.167099
Good
No
Weekly
Apartment
657
1,179,599
21
Male
89,950
Divorced
0
PhD
Self-Employed
29.055015
Rural
Premium
1
14
327
7
2020-08-02 15:21:39.144722
Average
No
Daily
Apartment
882