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
3,600
20
Male
16,787
Single
0
Bachelor's
Unemployed
21.57478
Rural
Comprehensive
0
0
385
1
2020-07-19 15:21:39.171102
Good
Yes
Daily
House
1,486
3,601
33
Female
569
Married
2
PhD
null
18.60276
Urban
Premium
3
16
466
3
2021-04-29 15:21:39.256696
Good
Yes
Rarely
Condo
93
3,602
42
Female
12,053
Single
2
Bachelor's
Self-Employed
null
Rural
Basic
1
10
513
4
2023-07-20 15:21:39.134960
Poor
Yes
Rarely
House
1,289
3,603
48
Female
113,323
Divorced
0
Master's
Unemployed
10.898692
Urban
Premium
null
18
null
1
2023-01-05 15:21:39.237118
Good
No
Weekly
Apartment
305
3,604
61
Male
15,556
Single
4
Master's
null
8.994049
Suburban
Basic
null
17
550
2
2024-05-17 15:21:39.095696
Good
Yes
Weekly
Apartment
23
3,605
19
Male
47,127
Divorced
0
Bachelor's
Employed
6.312068
Urban
Premium
1
18
334
5
2020-01-19 15:21:39.193945
Poor
No
Rarely
Condo
3,932
3,606
43
Female
21,780
Single
4
Master's
Unemployed
12.878778
Rural
Comprehensive
2
17
301
9
2020-07-13 15:21:39.200452
Average
No
Monthly
Apartment
3,187
3,607
20
Male
28,240
Married
0
PhD
Employed
39.08538
Suburban
Basic
2
2
491
2
2024-06-30 15:21:39.108562
null
Yes
Daily
Condo
2,140
3,608
25
Male
67,735
Married
2
Bachelor's
Unemployed
10.447545
Suburban
Premium
1
12
642
2
2022-01-13 15:21:39.237118
Average
No
Weekly
Apartment
393
3,609
61
Male
73,986
Married
3
Bachelor's
Employed
45.412614
Rural
Premium
null
17
456
5
2020-07-12 15:21:39.174719
Good
No
Weekly
House
745
3,610
54
Female
2,817
Married
0
PhD
Employed
27.556722
Urban
Premium
1
0
406
7
2019-09-16 15:21:39.148733
Good
No
Daily
Apartment
936
3,611
35
Male
45,953
Single
2
PhD
Self-Employed
21.494672
Urban
Premium
null
12
661
8
2021-04-11 15:21:39.105504
Average
No
Monthly
Condo
788
3,612
49
Male
134,061
Divorced
3
High School
Unemployed
27.243039
Suburban
Basic
1
14
null
3
2020-07-25 15:21:39.175719
null
No
Monthly
Apartment
2,456
3,613
54
Male
148,894
Single
0
High School
Unemployed
23.368821
Urban
Basic
1
14
310
3
2021-03-11 15:21:39.209847
Good
No
Rarely
Condo
1,122
3,614
62
Female
757
Divorced
0
PhD
Employed
null
Rural
Premium
0
12
588
5
2023-11-10 15:21:39.256696
Average
No
Rarely
Apartment
1,673
3,615
59
Female
12,097
Married
3
High School
Employed
38.098667
Suburban
Comprehensive
2
5
447
7
2024-02-15 15:21:39.252145
Poor
Yes
Monthly
Apartment
1,558
3,616
52
Female
1,226
Married
4
Master's
Self-Employed
9.12626
Suburban
Premium
null
7
509
9
2020-03-12 15:21:39.093681
Poor
Yes
Rarely
Apartment
1,608
3,617
47
Male
51,834
Married
null
Bachelor's
Self-Employed
42.522813
Rural
Comprehensive
null
3
311
8
2021-11-20 15:21:39.148733
Average
Yes
Monthly
Condo
1,344
3,618
44
Male
96,611
Married
1
High School
Self-Employed
15.983897
Rural
Comprehensive
null
12
320
8
2023-09-08 15:21:39.155231
Poor
Yes
Weekly
Condo
612
3,619
50
Male
48,948
Single
3
Bachelor's
null
33.180723
Suburban
Basic
0
10
373
4
2023-02-26 15:21:39.182597
Good
No
Daily
Apartment
749
3,620
34
Female
15,982
Divorced
2
Bachelor's
null
30.988119
Rural
Comprehensive
1
3
483
9
2024-01-11 15:21:39.180553
Poor
Yes
Weekly
Apartment
586
3,621
63
Male
20
Divorced
2
PhD
Self-Employed
34.85789
Urban
Premium
1
5
751
4
2022-11-02 15:21:39.236064
Poor
Yes
Monthly
Condo
946
3,622
25
Male
82,755
Single
null
PhD
null
21.918082
Suburban
Comprehensive
0
15
491
2
2023-10-20 15:21:39.222387
null
No
Daily
Condo
1,227
3,623
60
Male
10,008
Married
3
High School
Self-Employed
35.724534
Suburban
Comprehensive
null
12
504
3
2022-07-20 15:21:39.092127
Poor
No
Daily
House
26
3,624
25
Male
10,173
Single
1
Bachelor's
Unemployed
21.946146
Urban
Basic
null
19
672
2
2024-08-09 15:21:39.247098
Good
No
Weekly
Apartment
871
3,625
36
Male
6,058
Single
null
Master's
Employed
9.979863
Suburban
Premium
1
14
null
7
2023-03-23 15:21:39.237118
Average
Yes
Weekly
House
742
3,626
35
Female
8,541
Divorced
4
Bachelor's
Employed
34.18659
Suburban
Comprehensive
null
16
666
8
2020-12-18 15:21:39.092127
Poor
Yes
Monthly
House
202
3,627
46
Male
111,290
Married
4
High School
Employed
48.81603
Urban
Premium
2
14
347
6
2022-04-09 15:21:39.265513
Average
Yes
Daily
Apartment
1,206
3,628
49
Male
116,916
Married
4
Bachelor's
Self-Employed
51.099598
Urban
Basic
2
9
677
6
2022-12-05 15:21:39.084065
Good
Yes
Daily
House
715
3,629
63
Female
60,542
Divorced
3
Bachelor's
null
6.483894
Suburban
Basic
2
16
761
4
2024-02-18 15:21:39.134960
Average
No
Weekly
Condo
25
3,630
null
Male
15,963
Divorced
4
Bachelor's
Unemployed
20.95187
Rural
Premium
null
14
517
2
2022-12-05 15:21:39.103944
Average
Yes
Rarely
Condo
1,109
3,631
40
Male
4,286
Married
2
Bachelor's
Employed
10.826231
Urban
Basic
1
1
727
1
2020-03-19 15:21:39.245086
Poor
Yes
Daily
Apartment
2,759
3,632
30
Female
1,378
Married
0
PhD
null
29.913188
Rural
Basic
2
10
685
6
2021-09-24 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,558
3,633
39
Male
84,461
Divorced
3
PhD
Self-Employed
21.936887
Suburban
Premium
1
18
673
9
2023-02-06 15:21:39.121169
Poor
Yes
Monthly
Apartment
314
3,634
36
Male
31,002
Married
null
Master's
Employed
18.064357
Suburban
Comprehensive
null
7
588
2
2024-06-01 15:21:39.264504
Poor
No
Monthly
House
1,010
3,635
55
Female
5,739
Single
2
High School
null
46.659867
Suburban
Comprehensive
null
11
null
9
2021-06-19 15:21:39.194829
Poor
Yes
Monthly
Apartment
1,221
3,636
54
Male
61,271
Married
3
Master's
null
null
Rural
Comprehensive
3
12
417
4
2020-01-19 15:21:39.155231
Good
No
Weekly
Condo
1,414
3,637
20
Male
21,363
Divorced
2
PhD
Employed
35.84616
Urban
Premium
0
18
661
8
2020-09-07 15:21:39.254678
Good
No
Weekly
Apartment
677
3,638
18
Female
37,384
Single
null
High School
Self-Employed
13.839782
Suburban
Premium
2
17
547
4
2021-12-21 15:21:39.155231
Average
Yes
Daily
Condo
706
3,639
22
Male
47,307
Married
4
High School
Self-Employed
26.634884
Suburban
Comprehensive
null
9
788
5
2019-10-05 15:21:39.134960
Average
Yes
Monthly
Condo
90
3,640
36
Male
52,537
Divorced
4
High School
null
22.136611
Suburban
Basic
0
2
522
5
2022-03-28 15:21:39.186212
null
No
Monthly
Condo
3,050
3,641
23
Female
10,265
Divorced
4
PhD
null
23.175582
Suburban
Basic
1
1
769
5
2021-09-10 15:21:39.155231
Good
Yes
Rarely
House
1,515
3,642
42
Male
15,642
Single
4
Bachelor's
Employed
14.793664
Rural
Premium
3
10
394
5
2020-08-17 15:21:39.172097
Average
No
Rarely
Apartment
885
3,643
31
Male
16,210
Married
3
Master's
Employed
10.724832
Urban
Premium
null
17
699
5
2019-12-06 15:21:39.134960
Good
No
Monthly
Apartment
2,268
3,644
59
Male
9,894
Single
1
High School
Self-Employed
17.912214
Rural
Comprehensive
1
7
664
8
2021-04-03 15:21:39.255696
Average
No
Rarely
Apartment
1,289
3,645
58
Female
29,087
Single
4
PhD
Employed
50.919143
Rural
Basic
0
14
804
9
2023-07-17 15:21:39.226954
Poor
No
Monthly
House
548
3,646
33
Male
9,894
Divorced
3
High School
Employed
19.76427
Suburban
Premium
null
17
567
1
2020-06-02 15:21:39.188220
Average
No
Weekly
House
537
3,647
24
Male
31,003
Married
0
Bachelor's
null
7.918642
Rural
Basic
3
4
561
4
2022-10-05 15:21:39.155231
Poor
No
Weekly
House
1,435
3,648
44
Female
44,616
Single
1
Master's
Unemployed
4.492723
Suburban
Premium
0
16
845
1
2024-05-16 15:21:39.155231
Good
Yes
Monthly
Apartment
544
3,649
22
Male
2,720
Single
2
Master's
Self-Employed
32.264546
Urban
Premium
2
8
733
4
2023-07-21 15:21:39.132191
Average
Yes
Monthly
House
459
3,650
19
Male
79,942
Single
4
Master's
Unemployed
12.947829
Urban
Basic
2
2
545
1
2024-07-22 15:21:39.167099
null
Yes
Weekly
Condo
3,512
3,651
55
Female
21,935
Single
4
PhD
Unemployed
11.027722
Suburban
Premium
null
10
723
6
2024-07-15 15:21:39.174719
Poor
Yes
Weekly
Apartment
204
3,652
60
Male
63,093
Single
2
Bachelor's
Employed
17.141879
Rural
Basic
1
13
630
6
2019-10-11 15:21:39.229482
Poor
No
Monthly
Apartment
2,246
3,653
32
Female
11,299
Single
1
Master's
null
18.813481
Suburban
Premium
null
18
315
5
2022-05-18 15:21:39.209847
null
Yes
Weekly
House
1,053
3,654
24
Female
6,857
Single
4
High School
Unemployed
36.527679
Rural
Basic
1
16
687
9
2024-02-19 15:21:39.170099
null
Yes
Daily
Apartment
661
3,655
26
Male
42,825
Divorced
4
High School
Unemployed
42.84532
Rural
Comprehensive
0
10
590
7
2024-07-10 15:21:39.174719
Poor
No
Rarely
Apartment
1,479
3,656
35
Female
6,906
Divorced
0
Bachelor's
Self-Employed
14.266514
Rural
Premium
0
0
644
6
2024-04-07 15:21:39.166062
Average
No
Daily
Apartment
726
3,657
23
Male
15,641
Divorced
0
Bachelor's
Self-Employed
24.923999
Urban
Comprehensive
2
6
734
8
2022-08-31 15:21:39.134960
Poor
Yes
Monthly
Condo
964
3,658
38
Female
87,972
Divorced
2
High School
Self-Employed
52.383341
Rural
Premium
0
3
577
7
2021-02-26 15:21:39.085129
Average
Yes
Weekly
House
1,519
3,659
23
Male
72,696
Divorced
null
Master's
Employed
38.56882
Urban
Basic
0
10
458
4
2019-08-27 15:21:39.134960
Average
Yes
Monthly
Condo
1,602
3,660
32
Male
20,507
Divorced
4
High School
Unemployed
16.812426
Rural
Premium
null
7
639
5
2020-01-19 15:21:39.155231
Average
Yes
Weekly
Apartment
443
3,661
null
Male
12,297
Divorced
1
High School
Employed
null
Rural
Basic
1
2
427
1
2019-11-28 15:21:39.118178
Average
Yes
Weekly
Apartment
742
3,662
46
Male
2,889
Single
3
High School
Self-Employed
13.881799
Urban
Comprehensive
null
14
359
4
2019-11-14 15:21:39.098696
Good
Yes
Daily
Condo
1,476
3,663
36
Male
43,989
Single
3
PhD
Unemployed
38.829786
Urban
Premium
0
15
638
9
2020-02-15 15:21:39.091080
Good
No
Daily
Apartment
1,125
3,664
59
Male
1,218
Divorced
2
Bachelor's
null
22.310959
Urban
Premium
2
1
829
2
2023-03-14 15:21:39.251142
Poor
Yes
Monthly
Condo
635
3,665
33
Female
10,791
Single
0
PhD
Self-Employed
46.334958
Rural
Premium
2
11
694
2
2022-03-31 15:21:39.221386
Poor
No
Weekly
Apartment
50
3,666
52
Male
23,188
Single
1
Master's
Employed
44.818478
Urban
Comprehensive
0
3
634
6
2020-01-28 15:21:39.094752
Average
No
Weekly
House
27
3,667
51
Male
44,973
Single
4
Bachelor's
null
27.450075
Suburban
Basic
0
7
792
1
2023-11-12 15:21:39.237118
Average
Yes
Weekly
Apartment
782
3,668
20
Male
45,936
Divorced
null
Bachelor's
null
23.649815
Rural
Premium
2
9
834
7
2023-06-16 15:21:39.154008
Poor
No
Rarely
Condo
921
3,669
24
Male
18,705
Married
4
Master's
Employed
21.781606
Rural
Premium
null
0
null
9
2020-10-17 15:21:39.116179
Average
No
Daily
Apartment
179
3,670
51
Male
38,509
Divorced
1
Master's
Self-Employed
47.146923
Rural
Basic
null
9
648
4
2022-05-03 15:21:39.190215
Poor
Yes
Monthly
Apartment
531
3,671
20
Male
12,473
Single
0
Bachelor's
Self-Employed
48.626466
Suburban
Premium
null
19
767
4
2022-07-31 15:21:39.251142
Poor
No
Weekly
Condo
2,640
3,672
42
Female
22,552
Divorced
0
Bachelor's
Self-Employed
39.737127
Urban
Comprehensive
0
11
null
8
2021-02-04 15:21:39.089116
Poor
Yes
Weekly
Apartment
1,696
3,673
21
Male
2,229
Divorced
3
Bachelor's
null
28.781818
Urban
Basic
null
16
319
9
2022-05-24 15:21:39.134960
Good
No
Monthly
House
1,057
3,674
31
Female
76,710
Divorced
4
High School
Employed
null
Suburban
Basic
2
4
483
2
2020-07-14 15:21:39.261856
Average
Yes
Daily
Apartment
463
3,675
53
Female
6,077
Divorced
4
High School
Self-Employed
21.90617
Rural
Basic
0
7
727
7
2021-05-07 15:21:39.134960
null
Yes
Monthly
Condo
861
3,676
57
Male
51,878
Divorced
4
PhD
Self-Employed
47.908727
Suburban
Premium
0
2
415
3
2020-08-31 15:21:39.155231
Poor
Yes
Daily
Apartment
591
3,677
31
Male
20,996
Married
4
PhD
Employed
36.099394
Rural
Comprehensive
1
15
743
3
2019-12-29 15:21:39.118178
Good
Yes
Weekly
House
554
3,678
48
Female
2,818
Single
4
Master's
null
31.065045
Suburban
Premium
2
12
490
5
2019-10-28 15:21:39.265513
Good
No
Monthly
Condo
1,340
3,679
26
Male
4,527
Single
1
Master's
null
null
Suburban
Premium
3
1
602
1
2023-08-07 15:21:39.189223
Average
Yes
Rarely
Apartment
581
3,680
57
Female
12,983
Single
1
PhD
Self-Employed
33.567853
Urban
Basic
0
18
722
7
2024-01-17 15:21:39.122134
Average
No
Monthly
House
1,747
3,681
59
Female
29,074
Divorced
0
High School
Employed
48.955495
Urban
Basic
1
13
489
4
2022-03-07 15:21:39.259788
Average
Yes
Daily
Condo
1,099
3,682
null
Female
2,765
Married
0
Bachelor's
Unemployed
8.952399
Urban
Basic
1
5
438
5
2021-07-21 15:21:39.226954
Good
No
Weekly
Condo
1,159
3,683
45
Male
46,494
Divorced
0
Master's
null
24.756231
Suburban
Premium
1
14
472
1
2019-09-19 15:21:39.131192
Good
No
Rarely
House
282
3,684
32
Male
25,466
Single
1
PhD
Employed
32.091027
Rural
Basic
null
2
706
7
2022-12-10 15:21:39.150730
Poor
No
Weekly
Condo
149
3,685
58
Male
77,827
Divorced
1
High School
null
40.037194
Urban
Comprehensive
2
14
647
4
2023-12-02 15:21:39.264504
null
Yes
Rarely
Condo
48
3,686
30
Female
45,906
Divorced
1
Master's
null
20.81166
Suburban
Comprehensive
0
8
518
6
2022-11-07 15:21:39.092127
Poor
Yes
Daily
House
1,133
3,687
54
Female
5,746
Divorced
2
Master's
null
13.756762
Rural
Comprehensive
null
11
467
7
2022-07-06 15:21:39.112553
Poor
No
Monthly
House
431
3,688
42
Male
null
Married
4
Bachelor's
Employed
null
Urban
Comprehensive
1
9
397
4
2020-11-27 15:21:39.219432
Good
No
Daily
Condo
1,868
3,689
27
Female
136,729
Married
2
High School
Self-Employed
29.817555
Rural
Basic
1
15
null
7
2019-11-15 15:21:39.237118
Poor
No
Daily
Apartment
156
3,690
52
Male
40,897
Married
2
Bachelor's
Employed
26.245451
Suburban
Basic
1
6
439
4
2022-08-11 15:21:39.155231
Good
Yes
Daily
Condo
2,327
3,691
37
Male
5,879
Single
3
PhD
Employed
38.939178
Rural
Basic
0
9
578
6
2022-07-15 15:21:39.155231
Average
Yes
Daily
Apartment
1,732
3,692
27
Female
101,964
Single
0
Bachelor's
Unemployed
51.591667
Suburban
Premium
0
16
794
6
2021-02-14 15:21:39.259788
Average
Yes
Rarely
Apartment
946
3,693
43
Male
33
Single
4
High School
Unemployed
11.817001
Urban
Basic
null
14
684
2
2023-05-26 15:21:39.222387
Poor
Yes
Weekly
Apartment
22
3,694
42
Female
30,224
Divorced
3
Master's
Employed
30.253363
Urban
Comprehensive
1
7
543
3
2019-12-05 15:21:39.261856
Average
Yes
Rarely
Apartment
1,166
3,695
55
Female
59,095
Divorced
1
Bachelor's
null
7.967805
Suburban
Basic
2
8
718
9
2020-05-21 15:21:39.155231
Good
Yes
Daily
House
2,396
3,696
41
Male
14,734
Divorced
2
High School
Unemployed
39.607005
Suburban
Premium
1
12
null
5
2020-09-01 15:21:39.126661
Poor
No
Rarely
Apartment
440
3,697
25
Male
45,991
Single
4
Master's
Unemployed
36.564705
Urban
Basic
0
10
695
6
2020-05-07 15:21:39.226954
Good
No
Weekly
Condo
446
3,698
60
Male
45,972
Married
3
High School
Self-Employed
10.849338
Suburban
Premium
1
11
676
6
2024-03-16 15:21:39.089116
null
Yes
Daily
House
464
3,699
50
Female
25,562
Married
4
High School
null
29.737504
Rural
Basic
2
8
492
2
2024-03-21 15:21:39.233485
Good
No
Rarely
Apartment
468