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
1,168,800
33
Female
27,172
Single
2
Master's
null
35.441725
Rural
Basic
1
19
523
6
2023-09-17 15:21:39.122134
Good
No
Monthly
Condo
697
1,168,801
31
Female
37,026
Married
4
High School
Self-Employed
28.832157
Urban
Premium
2
19
532
4
2022-09-16 15:21:39.194829
Poor
No
Weekly
House
964
1,168,802
64
Female
80,611
Married
2
High School
Unemployed
14.293966
Urban
Basic
1
15
760
5
2024-03-11 15:21:39.082499
Average
Yes
Daily
Condo
166
1,168,803
29
Male
12,881
Married
2
PhD
null
32.769132
Suburban
Premium
null
7
688
5
2024-06-12 15:21:39.269494
Average
Yes
Daily
House
639
1,168,804
25
Female
30,272
Divorced
0
Bachelor's
null
36.891318
Rural
Basic
null
11
471
1
2022-01-27 15:21:39.206847
Good
No
Rarely
House
573
1,168,805
49
Female
955
Divorced
null
Master's
Unemployed
32.894555
Rural
Premium
1
0
596
5
2020-01-13 15:21:39.278402
Poor
Yes
Monthly
House
28
1,168,806
44
Male
3,822
Divorced
4
Bachelor's
Unemployed
18.837475
Urban
Comprehensive
2
9
532
2
2022-01-04 15:21:39.278402
Poor
Yes
Rarely
Condo
1,135
1,168,807
42
Female
18,513
Married
1
High School
Employed
18.141008
Suburban
Premium
1
7
457
4
2021-06-17 15:21:39.204790
Poor
No
Weekly
House
196
1,168,808
21
Female
50,307
null
null
Bachelor's
null
15.99445
Urban
Premium
null
16
551
3
2021-06-12 15:21:39.126661
Poor
Yes
Daily
House
43
1,168,809
55
Female
15,453
Married
0
PhD
Self-Employed
null
Urban
Comprehensive
1
12
524
6
2019-10-11 15:21:39.152732
Good
Yes
Rarely
Condo
736
1,168,810
20
Female
1,168
Single
1
High School
Unemployed
27.945611
Urban
Basic
2
17
486
8
2023-11-01 15:21:39.255696
Average
No
Daily
House
376
1,168,811
22
Male
18,644
Single
3
High School
null
23.231169
Urban
Basic
2
2
733
8
2022-10-12 15:21:39.155231
Average
Yes
Weekly
Apartment
882
1,168,812
45
Female
11,397
Single
2
PhD
null
8.817604
Urban
Basic
null
18
680
8
2021-12-29 15:21:39.271453
Average
No
Daily
House
420
1,168,813
33
Female
20,806
Divorced
4
Master's
null
25.352517
Urban
Comprehensive
null
16
653
5
2022-03-02 15:21:39.149731
Poor
Yes
Weekly
House
922
1,168,814
56
Male
11,776
Divorced
1
PhD
Unemployed
44.927087
Suburban
Premium
null
2
688
1
2022-02-06 15:21:39.123711
Average
No
Monthly
Apartment
479
1,168,815
51
Female
10,438
Divorced
3
PhD
Unemployed
10.481462
Suburban
Comprehensive
null
4
834
9
2021-08-24 15:21:39.199447
Average
Yes
Daily
House
849
1,168,816
27
Female
52,864
Single
4
Bachelor's
null
5.639578
Suburban
Premium
1
6
782
1
2021-03-23 15:21:39.237118
Poor
Yes
Daily
Condo
160
1,168,817
56
Male
29,062
Married
2
High School
Unemployed
33.671267
Urban
Basic
1
4
605
9
2022-03-27 15:21:39.278402
Average
No
Daily
Condo
439
1,168,818
57
Male
4,731
Married
3
PhD
Employed
44.876365
Rural
Premium
2
3
776
9
2019-08-27 15:21:39.080440
Average
Yes
Rarely
House
573
1,168,819
41
Female
123,529
Married
1
Bachelor's
Employed
36.739843
Suburban
Premium
1
7
null
2
2020-02-16 15:21:39.087123
Good
No
Weekly
Condo
220
1,168,820
52
Female
5,910
Single
3
High School
Unemployed
14.4464
Urban
Comprehensive
0
17
815
8
2022-10-08 15:21:39.166062
Poor
Yes
Rarely
Apartment
2,516
1,168,821
55
Female
20,894
Divorced
null
Bachelor's
Unemployed
4.486525
Rural
Comprehensive
0
6
null
5
2021-11-06 15:21:39.155231
Average
Yes
Daily
Condo
744
1,168,822
28
Male
11,525
Divorced
0
High School
null
15.176659
Urban
Premium
null
19
405
3
2022-05-06 15:21:39.200452
Good
Yes
Rarely
Apartment
1,301
1,168,823
42
Male
15,333
Married
0
Master's
null
27.079824
Rural
Premium
0
15
569
7
2021-07-07 15:21:39.134960
Poor
Yes
Weekly
Condo
925
1,168,824
34
Female
1,809
Single
1
Master's
Employed
27.582359
Urban
Premium
null
15
637
5
2020-03-04 15:21:39.144722
Average
Yes
Monthly
Apartment
2,072
1,168,825
33
Female
575
Married
4
PhD
null
51.926784
Suburban
Basic
1
11
545
6
2020-07-25 15:21:39.186212
Average
Yes
Weekly
Condo
542
1,168,826
61
Female
58,818
Divorced
0
High School
Unemployed
29.857137
Suburban
Premium
2
13
746
2
2020-06-18 15:21:39.248098
Average
No
Monthly
Condo
2,222
1,168,827
64
Female
4,786
Single
4
PhD
Employed
13.847255
Rural
Comprehensive
0
15
510
9
2020-08-08 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,928
1,168,828
31
Male
71,629
Single
0
Bachelor's
null
20.453529
Urban
Comprehensive
1
13
789
8
2019-11-06 15:21:39.226954
Average
No
Daily
Apartment
20
1,168,829
61
Female
31,356
Married
1
Bachelor's
Self-Employed
21.674592
Suburban
Premium
null
8
788
9
2021-03-17 15:21:39.134960
Poor
Yes
Daily
Condo
1,860
1,168,830
27
Male
10,034
Married
3
Master's
Employed
47.446561
Urban
Comprehensive
null
11
642
8
2024-03-19 15:21:39.182597
Good
No
Rarely
House
1,668
1,168,831
55
Female
27,460
Divorced
null
Bachelor's
null
40.003713
Urban
Basic
1
11
728
3
2022-01-12 15:21:39.237118
Average
Yes
Weekly
Apartment
2,063
1,168,832
44
Male
18,096
Divorced
3
Master's
Unemployed
5.868777
Urban
Basic
1
16
622
9
2023-04-05 15:21:39.134960
Average
No
Rarely
House
1,284
1,168,833
29
Female
76,626
Single
2
PhD
null
34.625988
Rural
Basic
1
15
407
5
2020-02-22 15:21:39.155231
Average
No
Rarely
Condo
1,425
1,168,834
39
Female
6,927
Single
0
High School
Employed
19.957295
Suburban
Comprehensive
3
9
632
3
2023-01-24 15:21:39.199447
Good
No
Daily
House
71
1,168,835
57
Female
38,307
Single
4
Master's
Unemployed
12.723928
Suburban
Premium
2
3
758
9
2020-06-28 15:21:39.092127
Good
No
Monthly
House
462
1,168,836
56
Male
37,652
Divorced
2
High School
null
7.004638
Rural
Comprehensive
2
7
708
6
2022-06-25 15:21:39.134960
Average
Yes
Monthly
Apartment
1,135
1,168,837
58
Male
10,991
Single
null
High School
Self-Employed
39.636208
Suburban
Basic
2
13
805
7
2023-05-05 15:21:39.261856
Poor
No
Monthly
Apartment
785
1,168,838
45
Female
17,085
Single
3
Master's
Employed
14.56659
Rural
Basic
null
15
null
2
2024-06-30 15:21:39.095696
Good
Yes
Rarely
Apartment
1,482
1,168,839
63
Male
null
Married
null
High School
null
40.002906
Rural
Basic
null
13
365
9
2024-05-31 15:21:39.198406
Average
No
Rarely
Condo
615
1,168,840
51
Female
1,486
Single
4
Bachelor's
Unemployed
38.537629
Rural
Basic
0
11
583
5
2020-09-16 15:21:39.082499
Poor
Yes
Weekly
House
2,145
1,168,841
36
Female
42,802
Single
4
Bachelor's
Employed
22.82703
Suburban
Comprehensive
1
16
456
1
2024-08-06 15:21:39.122134
Good
No
Monthly
House
456
1,168,842
20
Male
39,058
Single
2
High School
null
19.829235
Suburban
Premium
0
17
629
3
2021-02-24 15:21:39.091080
Good
No
Weekly
House
675
1,168,843
37
Male
28,978
Married
4
Bachelor's
Unemployed
14.053088
Urban
Basic
2
6
809
3
2019-09-28 15:21:39.222387
Poor
No
Weekly
House
726
1,168,844
22
Male
24,299
Single
0
Bachelor's
Self-Employed
18.629426
Rural
Comprehensive
2
3
462
9
2021-09-19 15:21:39.194829
Poor
Yes
Weekly
Apartment
855
1,168,845
33
Female
42,828
Married
4
Master's
Employed
6.579115
Rural
Premium
0
0
699
2
2021-10-17 15:21:39.114118
Good
No
Weekly
Apartment
535
1,168,846
63
Female
18,297
Married
4
Master's
null
43.769677
Rural
Basic
0
6
727
8
2020-03-09 15:21:39.154008
Average
Yes
Weekly
Condo
1,527
1,168,847
50
Male
127,912
Divorced
3
Master's
Self-Employed
21.341319
Urban
Comprehensive
1
2
463
1
2019-09-26 15:21:39.164044
Good
Yes
Monthly
Apartment
2,196
1,168,848
61
Female
20,936
Married
0
Bachelor's
Self-Employed
35.169622
Suburban
Premium
2
17
834
4
2022-10-03 15:21:39.287115
Average
No
Rarely
Condo
256
1,168,849
34
Male
43,435
Single
1
Bachelor's
null
17.92433
Rural
Basic
0
2
null
8
2021-10-13 15:21:39.251142
Poor
Yes
Weekly
Condo
1,452
1,168,850
35
Female
2,420
Married
2
PhD
Self-Employed
24.076368
Urban
Basic
2
1
null
2
2021-09-20 15:21:39.237118
Poor
No
Weekly
House
616
1,168,851
45
Male
25,897
Single
1
Master's
Unemployed
16.837795
Suburban
Premium
1
13
690
5
2021-02-11 15:21:39.086123
Average
Yes
Rarely
House
729
1,168,852
47
Female
null
Married
0
Master's
null
12.359441
Suburban
Basic
0
18
434
5
2023-01-30 15:21:39.121169
Poor
No
Weekly
Apartment
662
1,168,853
20
Male
28,538
Divorced
4
High School
Self-Employed
17.749798
Suburban
Premium
0
4
743
4
2022-02-27 15:21:39.185215
Poor
No
Weekly
House
288
1,168,854
22
Male
7,069
Married
1
PhD
Self-Employed
15.858172
Suburban
Premium
1
15
null
7
2023-12-04 15:21:39.223901
Average
No
Weekly
House
20
1,168,855
22
Female
3,065
null
1
Master's
Unemployed
25.373379
Rural
Comprehensive
null
14
528
3
2020-12-04 15:21:39.155231
Good
No
Rarely
House
25
1,168,856
40
Female
81,336
Married
null
Bachelor's
Self-Employed
19.878269
Urban
Premium
0
17
567
1
2022-08-16 15:21:39.186212
Average
Yes
Daily
Apartment
362
1,168,857
30
Female
35,297
Single
1
Master's
Unemployed
7.177737
Suburban
Comprehensive
1
6
647
4
2024-02-03 15:21:39.287115
Average
Yes
Daily
House
531
1,168,858
54
Female
34,124
Married
0
High School
null
26.547177
Suburban
Premium
1
12
720
1
2019-10-08 15:21:39.176717
Average
No
Daily
Apartment
873
1,168,859
24
Male
43,439
Married
1
Master's
null
14.749793
Suburban
Premium
null
16
null
8
2021-10-12 15:21:39.097737
Good
Yes
Weekly
Apartment
2,437
1,168,860
62
Male
1,250
Married
4
PhD
Unemployed
16.71516
Urban
Basic
2
9
null
8
2021-08-10 15:21:39.281787
Poor
No
Daily
House
1,527
1,168,861
45
Female
68,865
Married
0
High School
Unemployed
35.919813
Suburban
Premium
0
4
458
5
2022-10-08 15:21:39.180553
Average
No
Monthly
Condo
785
1,168,862
57
Female
16,647
Divorced
3
PhD
Self-Employed
25.232578
Urban
Basic
3
13
832
4
2022-05-08 15:21:39.130190
null
No
Weekly
House
742
1,168,863
46
Female
39,716
Single
1
Master's
Employed
29.763846
Urban
Basic
1
1
559
9
2024-03-05 15:21:39.094752
null
No
Monthly
Apartment
556
1,168,864
46
Female
515
Married
1
High School
Self-Employed
20.613436
Urban
Comprehensive
0
3
456
2
2022-10-06 15:21:39.152732
Good
Yes
Monthly
Condo
383
1,168,865
42
Female
55,873
Single
2
High School
Unemployed
36.312951
Urban
Basic
0
11
326
5
2022-01-22 15:21:39.207847
Poor
No
Daily
Apartment
1,464
1,168,866
28
Male
635
Divorced
3
Master's
null
18.292313
Urban
Basic
2
10
815
1
2022-12-23 15:21:39.082499
null
No
Rarely
House
2,133
1,168,867
45
Female
42,133
Single
null
Master's
Employed
7.231716
Urban
Basic
0
2
379
3
2019-11-12 15:21:39.278402
Poor
No
Monthly
Condo
728
1,168,868
61
Male
28,981
Married
3
Bachelor's
null
34.964432
Urban
Comprehensive
0
2
467
9
2019-08-17 15:21:39.151732
Good
No
Daily
House
30
1,168,869
37
Female
68,991
Married
4
High School
null
43.053401
Rural
Basic
0
1
482
4
2023-12-18 15:21:39.280784
Poor
No
Monthly
Apartment
2,725
1,168,870
29
Female
1,368
Married
4
Master's
null
23.49732
Urban
Comprehensive
0
15
433
7
2023-11-15 15:21:39.237118
Average
No
Rarely
Apartment
1,811
1,168,871
37
Male
46,300
Divorced
4
High School
Unemployed
10.89327
Urban
Premium
null
4
316
9
2019-12-29 15:21:39.223901
Average
No
Rarely
Apartment
919
1,168,872
34
Female
12,074
Single
0
Bachelor's
Unemployed
33.269047
Rural
Premium
0
18
624
5
2023-09-28 15:21:39.122134
Poor
No
Daily
House
1,258
1,168,873
30
Female
19,619
Divorced
2
PhD
Employed
27.947871
Suburban
Comprehensive
null
12
647
8
2024-05-16 15:21:39.253660
Average
No
Weekly
House
1,010
1,168,874
64
Female
null
Married
4
Bachelor's
null
26.912804
Urban
Comprehensive
1
4
344
4
2021-09-16 15:21:39.225916
Average
Yes
Daily
Condo
1,194
1,168,875
62
Male
null
Divorced
4
Bachelor's
null
12.783719
Rural
Comprehensive
0
13
303
2
2023-05-20 15:21:39.184157
Good
No
Monthly
House
749
1,168,876
36
Male
3,689
Married
4
Bachelor's
null
31.977486
Rural
Basic
3
14
683
4
2021-08-27 15:21:39.167099
Average
No
Daily
House
551
1,168,877
45
Female
93,852
Divorced
0
Bachelor's
Employed
35.278441
Rural
Comprehensive
null
3
409
5
2021-01-23 15:21:39.134960
Average
Yes
Rarely
Apartment
912
1,168,878
28
Female
38,612
null
2
High School
Unemployed
51.233878
Suburban
Basic
1
16
544
1
2019-08-26 15:21:39.087123
Good
No
Rarely
Condo
825
1,168,879
null
Male
17,561
Divorced
0
PhD
Unemployed
19.085645
Urban
Basic
2
7
785
7
2020-06-28 15:21:39.221386
Good
No
Monthly
Condo
1,241
1,168,880
40
Male
11,527
Married
null
PhD
null
13.730934
Suburban
Comprehensive
1
19
717
3
2022-01-25 15:21:39.251142
Average
No
Rarely
Condo
662
1,168,881
43
Female
43,879
Divorced
3
PhD
Employed
43.74468
Suburban
Basic
1
17
550
5
2020-10-29 15:21:39.155231
Poor
No
Daily
Condo
986
1,168,882
20
Female
14,984
Married
0
High School
Unemployed
33.547894
Suburban
Premium
1
11
648
6
2020-04-07 15:21:39.151732
Good
Yes
Daily
House
616
1,168,883
53
Female
24,760
Divorced
2
Bachelor's
Employed
4.096399
Urban
Premium
1
2
805
8
2022-08-02 15:21:39.155231
Average
No
Monthly
House
733
1,168,884
33
Male
39,095
Divorced
1
High School
Unemployed
14.908264
Rural
Premium
1
5
735
4
2020-11-18 15:21:39.145732
Good
No
Monthly
House
1,150
1,168,885
25
Female
20,346
Divorced
4
Bachelor's
Self-Employed
21.12706
Rural
Comprehensive
null
9
566
8
2022-10-02 15:21:39.176717
Average
Yes
Weekly
Condo
662
1,168,886
26
Male
48,549
Divorced
1
High School
Self-Employed
17.059957
Suburban
Comprehensive
2
8
312
9
2021-08-08 15:21:39.222387
Good
No
Weekly
Apartment
1,361
1,168,887
56
Female
1,013
Married
0
Master's
null
43.907435
Rural
Comprehensive
null
12
767
1
2020-06-03 15:21:39.146733
Average
No
Rarely
Apartment
4,875
1,168,888
49
Female
36,598
Single
0
PhD
Employed
11.756785
Rural
Basic
2
4
719
1
2022-01-15 15:21:39.098696
Good
Yes
Monthly
House
712
1,168,889
43
Female
44,256
Married
2
Master's
Unemployed
35.924521
Urban
Premium
null
3
765
5
2020-03-14 15:21:39.155231
Average
Yes
Weekly
House
1,275
1,168,890
31
Female
2,743
Divorced
3
Bachelor's
Self-Employed
27.19365
Rural
Comprehensive
null
13
493
4
2020-09-19 15:21:39.276901
Poor
Yes
Monthly
Apartment
200
1,168,891
58
Female
84,788
Divorced
1
Bachelor's
Employed
10.958153
Urban
Premium
null
5
695
9
2021-10-28 15:21:39.170099
Average
Yes
Daily
Condo
248
1,168,892
51
Female
38,123
Divorced
4
Master's
Self-Employed
24.362212
Urban
Premium
1
2
704
9
2022-12-02 15:21:39.144722
Good
Yes
Daily
Condo
1,541
1,168,893
61
Female
null
Divorced
3
Bachelor's
Self-Employed
24.889876
Urban
Comprehensive
null
4
304
5
2022-07-23 15:21:39.171102
Average
No
Daily
Condo
616
1,168,894
54
Male
82,723
Divorced
3
Master's
null
49.08419
Suburban
Comprehensive
5
13
519
8
2020-01-11 15:21:39.179186
Poor
No
Monthly
House
30
1,168,895
39
Female
48,882
Divorced
1
Bachelor's
Unemployed
14.711706
Urban
Basic
2
6
831
8
2022-05-15 15:21:39.194829
Good
No
Rarely
House
24
1,168,896
48
Male
29,082
Single
4
High School
null
14.97413
Suburban
Comprehensive
null
1
682
4
2024-04-11 15:21:39.288099
Average
Yes
Weekly
House
722
1,168,897
36
Male
16,427
Single
3
High School
Self-Employed
5.927571
Urban
Premium
null
18
573
3
2023-04-02 15:21:39.251142
Average
No
Monthly
Apartment
742
1,168,898
27
Male
61,604
Single
1
Bachelor's
Self-Employed
9.154849
Urban
Premium
1
0
311
3
2022-10-08 15:21:39.103944
Average
No
Rarely
House
1,460
1,168,899
45
Male
24,676
Married
3
Master's
null
32.923803
Suburban
Basic
1
16
632
6
2021-08-24 15:21:39.181605
Average
No
Weekly
Apartment
1,142