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
1,159,800
20
Female
1,588
Single
4
PhD
null
38.228313
Rural
Basic
null
16
615
7
2022-05-31 15:21:39.281787
Poor
Yes
Weekly
Apartment
2,134
1,159,801
45
Male
77,568
Married
1
PhD
Unemployed
21.187761
Rural
Comprehensive
2
2
326
7
2024-06-22 15:21:39.236064
Average
No
Monthly
Apartment
1,646
1,159,802
38
Male
83,616
Married
0
Bachelor's
null
20.597003
Rural
Comprehensive
2
10
356
7
2023-09-20 15:21:39.197445
Average
No
Daily
House
1,151
1,159,803
51
Female
26,142
Single
3
PhD
Employed
13.727818
Rural
Premium
0
17
809
9
2024-02-05 15:21:39.123711
Poor
Yes
Daily
House
645
1,159,804
52
Male
15,416
Married
0
Bachelor's
null
16.082114
Suburban
Premium
null
17
504
9
2023-04-14 15:21:39.164044
Good
Yes
Daily
House
77
1,159,805
43
Female
11,206
Single
3
Bachelor's
null
26.244913
Suburban
Comprehensive
0
3
null
3
2023-08-20 15:21:39.098696
Poor
No
Rarely
Apartment
632
1,159,806
19
Male
8,094
Single
3
Master's
null
16.490985
Suburban
Premium
null
13
678
5
2023-11-05 15:21:39.168099
Good
Yes
Weekly
Apartment
678
1,159,807
19
Male
14,761
Married
3
Bachelor's
Unemployed
30.737212
Urban
Premium
1
11
759
7
2022-01-27 15:21:39.218388
Average
Yes
Weekly
Condo
945
1,159,808
33
Female
26,700
Married
1
Master's
Employed
18.879203
Urban
Comprehensive
1
19
607
2
2022-02-11 15:21:39.096739
null
No
Monthly
Apartment
906
1,159,809
37
Female
7,078
Single
1
Master's
null
9.268085
Urban
Premium
null
2
613
3
2021-10-08 15:21:39.283783
Poor
No
Rarely
House
1,089
1,159,810
37
Male
52,084
Single
null
Bachelor's
null
51.527333
Suburban
Premium
null
12
598
9
2022-02-15 15:21:39.252145
Poor
No
Daily
House
1,236
1,159,811
63
Female
27,861
Divorced
4
Master's
null
28.481306
Urban
Comprehensive
0
7
646
2
2021-10-30 15:21:39.086123
Good
No
Daily
Apartment
621
1,159,812
44
Male
10,174
Married
null
High School
Self-Employed
16.314346
Suburban
Comprehensive
1
17
742
8
2021-10-01 15:21:39.164044
Average
No
Rarely
Apartment
535
1,159,813
63
Male
1,853
Divorced
null
Bachelor's
Self-Employed
40.522824
Urban
Basic
3
7
514
1
2019-11-27 15:21:39.172097
Good
Yes
Monthly
Apartment
1,396
1,159,814
30
Female
87,086
Married
2
PhD
Self-Employed
4.948202
Rural
Comprehensive
null
18
455
1
2020-04-25 15:21:39.255696
Poor
Yes
Rarely
Condo
1,437
1,159,815
33
Male
null
Single
0
Bachelor's
Unemployed
17.141056
Rural
Premium
null
7
421
7
2023-08-03 15:21:39.237118
Poor
No
Daily
Apartment
958
1,159,816
null
Female
2,883
Single
1
Bachelor's
Self-Employed
37.725735
Rural
Basic
3
8
null
3
2021-11-06 15:21:39.209847
Poor
No
Monthly
Condo
2,154
1,159,817
24
Female
54,656
Single
1
Bachelor's
Unemployed
10.677914
Suburban
Comprehensive
0
6
407
3
2022-11-20 15:21:39.237118
Good
No
Monthly
Apartment
978
1,159,818
55
Female
5,206
Married
2
High School
Self-Employed
50.173738
Urban
Basic
0
15
529
7
2020-12-07 15:21:39.257696
Average
No
Daily
Apartment
642
1,159,819
64
Male
21,421
Divorced
0
PhD
Employed
17.739093
Rural
Basic
1
5
754
6
2024-03-03 15:21:39.247098
Average
No
Weekly
Apartment
1,032
1,159,820
62
Female
13,982
Single
2
PhD
Employed
8.490439
Suburban
Basic
0
14
691
5
2020-03-03 15:21:39.194829
Good
No
Monthly
Condo
565
1,159,821
26
Male
38,982
Divorced
1
PhD
Employed
12.567173
Suburban
Basic
1
18
818
5
2024-06-08 15:21:39.145732
Poor
Yes
Weekly
House
719
1,159,822
34
Female
825
Divorced
3
Bachelor's
Self-Employed
8.083798
Rural
Premium
2
6
null
7
2022-03-21 15:21:39.134960
Good
Yes
Daily
Apartment
801
1,159,823
41
Female
18,084
Single
2
High School
Employed
36.766833
Rural
Premium
1
9
825
9
2022-03-16 15:21:39.273973
Poor
Yes
Monthly
Condo
1,085
1,159,824
25
Male
21,830
Divorced
2
Master's
Unemployed
41.451817
Suburban
Basic
1
0
439
2
2022-01-24 15:21:39.155231
Average
No
Daily
House
302
1,159,825
20
Female
14,930
Married
0
High School
Unemployed
28.378476
Urban
Comprehensive
0
18
847
5
2023-07-03 15:21:39.118178
Average
No
Monthly
Condo
983
1,159,826
55
Female
27,331
Married
1
PhD
Self-Employed
20.098241
Rural
Comprehensive
0
10
705
4
2023-11-24 15:21:39.245086
Poor
No
Rarely
Apartment
934
1,159,827
37
Male
null
Divorced
0
High School
null
30.687775
Suburban
Premium
0
3
609
1
2024-06-03 15:21:39.177724
Average
Yes
Weekly
Condo
341
1,159,828
36
Female
1,678
Married
0
Master's
null
49.261165
Suburban
Comprehensive
null
18
844
6
2019-12-11 15:21:39.121169
Poor
Yes
Weekly
Condo
746
1,159,829
46
Male
3,985
Divorced
4
PhD
Unemployed
16.080144
Rural
Comprehensive
1
13
599
1
2022-08-23 15:21:39.202448
Good
Yes
Rarely
Condo
143
1,159,830
18
Female
7,069
Divorced
3
Bachelor's
Self-Employed
21.845338
Rural
Premium
1
17
347
6
2021-11-19 15:21:39.237118
Average
No
Monthly
Condo
566
1,159,831
35
Male
3,937
Divorced
4
PhD
null
25.057909
Urban
Comprehensive
null
11
472
1
2023-11-23 15:21:39.126661
null
Yes
Monthly
Condo
1,277
1,159,832
42
Female
49,742
Divorced
0
Master's
Self-Employed
45.845782
Rural
Basic
2
19
408
7
2020-12-20 15:21:39.134960
Average
No
Monthly
Condo
2,082
1,159,833
62
Male
48,935
Divorced
3
High School
null
23.62594
Rural
Premium
0
10
422
5
2019-09-20 15:21:39.237118
Poor
Yes
Daily
Apartment
1,310
1,159,834
32
Female
null
Divorced
1
PhD
Self-Employed
8.86817
Suburban
Comprehensive
0
6
725
1
2024-02-16 15:21:39.213373
Poor
No
Daily
House
113
1,159,835
48
Male
43,924
Single
0
PhD
null
null
Suburban
Basic
0
13
688
1
2024-01-01 15:21:39.134960
Poor
No
Weekly
Apartment
739
1,159,836
47
Male
1,378
null
3
Master's
Unemployed
33.938491
Suburban
Basic
null
13
551
5
2022-06-02 15:21:39.085129
Average
No
Monthly
Condo
557
1,159,837
20
Female
87,921
Divorced
2
Master's
null
19.572922
Urban
Comprehensive
null
18
393
9
2021-12-08 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,038
1,159,838
57
Female
27,478
Divorced
0
Master's
null
20.597864
Suburban
Premium
2
16
617
2
2021-11-27 15:21:39.134960
Average
No
Weekly
Apartment
511
1,159,839
42
Female
4,550
Divorced
0
Bachelor's
Unemployed
30.096105
Suburban
Comprehensive
2
3
835
7
2020-03-02 15:21:39.171102
Average
No
Rarely
House
1,063
1,159,840
37
Female
140,579
Single
2
Bachelor's
Employed
5.913408
Suburban
Premium
null
6
344
1
2020-08-16 15:21:39.283783
Average
Yes
Rarely
Condo
22
1,159,841
54
Female
13,989
Married
3
PhD
Unemployed
26.236219
Urban
Comprehensive
0
5
812
7
2020-05-20 15:21:39.205850
Average
Yes
Weekly
Apartment
740
1,159,842
43
Female
28,984
Married
4
Bachelor's
Self-Employed
22.933422
Suburban
Comprehensive
0
1
605
9
2021-11-26 15:21:39.134960
Poor
No
Rarely
Condo
973
1,159,843
24
Male
936
Divorced
3
Bachelor's
null
22.483963
Suburban
Basic
0
15
null
6
2021-04-30 15:21:39.177724
null
Yes
Weekly
House
2,333
1,159,844
26
Female
31,650
Married
1
PhD
null
17.12587
Rural
Basic
1
14
456
7
2022-06-01 15:21:39.256696
Poor
Yes
Daily
Apartment
1,162
1,159,845
54
Female
6,927
Married
1
PhD
Employed
28.928346
Rural
Premium
2
1
null
3
2020-08-11 15:21:39.254678
Good
Yes
Weekly
Apartment
1,568
1,159,846
52
Male
15,258
Married
4
Master's
Self-Employed
15.07121
Rural
Premium
0
1
845
2
2023-02-02 15:21:39.079128
Average
Yes
Monthly
House
3,082
1,159,847
57
Male
null
Married
0
Master's
Unemployed
37.887087
Urban
Basic
0
2
308
6
2021-03-13 15:21:39.088124
Poor
No
Rarely
Apartment
832
1,159,848
50
Male
72,748
Divorced
2
Master's
Self-Employed
28.367538
Rural
Comprehensive
null
4
456
2
2021-02-28 15:21:39.155231
Average
Yes
Monthly
Apartment
582
1,159,849
62
Female
88,905
Divorced
2
Master's
Unemployed
37.917125
Urban
Comprehensive
null
5
667
9
2022-07-08 15:21:39.281787
Good
Yes
Rarely
House
381
1,159,850
46
Female
37,659
Divorced
null
High School
Unemployed
34.637381
Rural
Premium
0
17
827
8
2023-02-22 15:21:39.251142
Good
No
Rarely
House
459
1,159,851
43
Female
68,964
Married
1
PhD
Unemployed
7.383631
Rural
Premium
0
7
null
5
2021-12-22 15:21:39.134960
null
Yes
Weekly
Apartment
101
1,159,852
30
Female
null
Single
0
Bachelor's
null
12.099014
Urban
Premium
null
6
513
1
2023-02-18 15:21:39.270454
Poor
No
Monthly
Condo
310
1,159,853
41
Female
3,872
Single
null
PhD
null
14.064682
Rural
Basic
1
19
308
7
2019-12-25 15:21:39.226954
Average
No
Weekly
House
1,591
1,159,854
29
Female
26,296
Married
2
Bachelor's
Employed
22.94502
Rural
Basic
2
6
null
8
2020-08-08 15:21:39.235012
Good
No
Monthly
Condo
1,348
1,159,855
37
Female
6,972
Married
0
Bachelor's
null
26.376737
Urban
Premium
null
14
467
5
2021-02-12 15:21:39.175719
Good
Yes
Weekly
Condo
855
1,159,856
39
Female
10,093
Married
4
PhD
Unemployed
29.816892
Suburban
Basic
null
5
689
9
2021-05-21 15:21:39.094752
Poor
No
Weekly
Condo
1,448
1,159,857
22
Male
70,826
Single
2
Master's
Unemployed
37.976456
Rural
Basic
1
7
442
8
2021-06-18 15:21:39.237118
Poor
No
Weekly
Condo
857
1,159,858
51
Male
20,385
Single
3
Master's
Self-Employed
42.272999
Suburban
Basic
null
18
678
2
2020-09-13 15:21:39.235012
Good
Yes
Daily
Apartment
2,355
1,159,859
62
Male
39,702
Divorced
2
PhD
Self-Employed
42.914461
Suburban
Premium
null
1
null
3
2021-03-22 15:21:39.237118
null
No
Monthly
Apartment
885
1,159,860
21
Male
null
Married
3
PhD
Self-Employed
29.238928
Rural
Basic
2
2
409
1
2020-06-03 15:21:39.133866
Average
No
Weekly
Apartment
1,636
1,159,861
35
Male
120,737
Married
1
PhD
null
38.128974
Rural
Basic
1
8
421
8
2021-03-19 15:21:39.172097
Average
No
Weekly
House
934
1,159,862
32
Male
37,856
Divorced
null
Master's
Unemployed
30.91842
Rural
Basic
null
0
776
8
2023-06-23 15:21:39.211806
Average
No
Monthly
Apartment
1,031
1,159,863
36
Female
92,275
Divorced
4
PhD
Self-Employed
11.581063
Urban
Premium
1
10
507
4
2021-11-10 15:21:39.279729
Poor
No
Daily
House
400
1,159,864
49
Female
36,287
Married
2
Bachelor's
null
31.160194
Urban
Basic
3
3
685
9
2019-10-20 15:21:39.134960
Good
No
Monthly
Apartment
44
1,159,865
62
Female
6,258
Single
4
Master's
null
18.361996
Rural
Premium
null
19
803
9
2023-04-27 15:21:39.237118
Poor
No
Monthly
Condo
1,613
1,159,866
19
Male
739
Married
2
Master's
Employed
null
Rural
Basic
null
3
801
5
2024-04-02 15:21:39.222387
Poor
No
Weekly
Apartment
932
1,159,867
42
Male
39,726
Single
4
Master's
Self-Employed
34.095801
Rural
Basic
0
13
431
9
2019-12-18 15:21:39.134960
Poor
Yes
Monthly
House
1,561
1,159,868
31
Male
25,720
Married
3
Master's
Unemployed
34.893658
Suburban
Comprehensive
1
11
809
2
2021-09-20 15:21:39.274993
Poor
Yes
Weekly
Apartment
1,038
1,159,869
26
Male
1,468
Married
3
PhD
Self-Employed
39.542122
Rural
Premium
1
6
843
3
2019-11-25 15:21:39.220389
Poor
Yes
Monthly
Apartment
2,096
1,159,870
59
Male
15,054
Married
2
Bachelor's
Self-Employed
45.856288
Rural
Premium
2
7
601
4
2020-12-09 15:21:39.237118
Good
Yes
Weekly
House
1,800
1,159,871
40
Female
2,829
Divorced
0
PhD
null
18.837381
Suburban
Comprehensive
null
13
null
8
2022-10-29 15:21:39.085129
Average
No
Daily
Condo
2,194
1,159,872
49
Male
7,651
Married
2
Bachelor's
null
45.845399
Urban
Basic
1
1
402
9
2024-07-18 15:21:39.152732
Good
Yes
Weekly
House
641
1,159,873
34
Male
1,606
Single
2
PhD
Unemployed
30.149848
Suburban
Basic
null
10
658
7
2022-12-27 15:21:39.246098
null
Yes
Daily
Condo
1,396
1,159,874
38
Male
10,063
Single
4
Master's
Self-Employed
13.912877
Suburban
Basic
null
8
404
1
2022-05-27 15:21:39.126661
Average
No
Weekly
House
2,470
1,159,875
20
Female
107,937
Single
3
High School
Unemployed
22.064139
Rural
Premium
3
5
533
1
2021-09-14 15:21:39.276901
Average
No
Monthly
House
334
1,159,876
64
Female
83,362
Married
4
Bachelor's
null
50.534152
Suburban
Comprehensive
1
3
381
3
2020-08-27 15:21:39.210805
Poor
Yes
Weekly
House
1,166
1,159,877
18
Female
28,574
Married
1
Bachelor's
Employed
19.478045
Suburban
Premium
0
14
839
8
2024-04-07 15:21:39.267454
Average
Yes
Weekly
Condo
1,363
1,159,878
57
Female
25,996
Divorced
0
High School
Unemployed
36.835655
Urban
Basic
2
15
812
4
2021-06-28 15:21:39.100695
Average
No
Monthly
House
1,016
1,159,879
50
Male
16,659
Married
3
High School
Self-Employed
null
Urban
Comprehensive
0
4
672
2
2019-10-03 15:21:39.216387
Average
Yes
Daily
Condo
973
1,159,880
58
Female
16,408
Married
3
Bachelor's
Unemployed
15.084855
Urban
Basic
null
18
551
4
2022-07-08 15:21:39.233485
Poor
Yes
Daily
Apartment
1,298
1,159,881
47
Female
28,684
Single
null
Bachelor's
Self-Employed
26.31531
Suburban
Comprehensive
null
15
560
1
2020-08-13 15:21:39.143708
Good
No
Weekly
Condo
943
1,159,882
19
Male
11,534
Divorced
1
Bachelor's
Unemployed
32.984016
Urban
Basic
1
8
522
7
2023-10-14 15:21:39.095696
Average
Yes
Monthly
Condo
1,027
1,159,883
63
Male
39,522
null
4
PhD
Self-Employed
47.094353
Suburban
Basic
1
5
474
2
2023-09-24 15:21:39.187211
Average
Yes
Monthly
Condo
1,118
1,159,884
35
Male
124,313
Married
0
Bachelor's
Self-Employed
19.849488
Urban
Premium
0
12
592
5
2022-12-08 15:21:39.206847
Poor
Yes
Weekly
Condo
58
1,159,885
25
Female
44,729
Married
0
PhD
null
7.566561
Rural
Premium
null
0
849
1
2024-05-19 15:21:39.185215
Good
Yes
Rarely
Apartment
827
1,159,886
45
Female
44,100
Divorced
1
Master's
Employed
9.717089
Rural
Basic
0
15
519
9
2024-06-24 15:21:39.134960
Poor
No
Monthly
Apartment
624
1,159,887
41
Female
4,973
Divorced
null
Bachelor's
Self-Employed
21.46592
Rural
Premium
0
2
571
6
2020-09-14 15:21:39.280784
Average
Yes
Weekly
Condo
3,290
1,159,888
60
Male
1,162
Married
4
Master's
Unemployed
14.823893
Rural
Basic
1
11
437
7
2023-01-19 15:21:39.177724
Good
No
Monthly
House
1,334
1,159,889
39
Female
133,858
Divorced
1
Master's
Employed
7.658848
Suburban
Comprehensive
0
0
null
6
2019-08-17 15:21:39.155231
Poor
No
Weekly
House
1,867
1,159,890
51
Female
82,931
Divorced
2
Master's
Employed
16.886773
Suburban
Basic
2
3
526
4
2020-03-29 15:21:39.201446
Average
Yes
Monthly
Condo
391
1,159,891
18
Female
16,892
Divorced
null
PhD
Self-Employed
25.81964
Suburban
Basic
0
2
null
5
2022-06-11 15:21:39.176717
Average
No
Monthly
House
311
1,159,892
30
Female
23,168
Single
3
Bachelor's
null
19.628816
Urban
Comprehensive
0
16
731
7
2023-09-25 15:21:39.248098
Average
Yes
Weekly
Apartment
1,005
1,159,893
22
Female
15,387
Married
3
PhD
Employed
18.007701
Rural
Premium
null
7
null
3
2023-05-13 15:21:39.134960
Good
No
Rarely
House
35
1,159,894
31
Male
129,992
Single
null
Master's
null
13.956713
Suburban
Basic
1
13
822
5
2021-07-13 15:21:39.179186
Poor
No
Rarely
House
3,853
1,159,895
26
Female
62,952
Single
0
High School
null
23.638158
Suburban
Comprehensive
0
9
673
6
2024-02-20 15:21:39.155231
Average
Yes
Monthly
Apartment
222
1,159,896
51
Male
899
Single
2
Master's
null
8.175922
Urban
Premium
1
17
584
7
2020-03-25 15:21:39.192212
Good
Yes
Rarely
Condo
2,898
1,159,897
21
Female
107,050
Single
3
Master's
Employed
30.323423
Urban
Premium
0
8
459
2
2022-06-10 15:21:39.134960
Poor
No
Weekly
Apartment
2,917
1,159,898
62
Female
28,280
Married
4
PhD
Unemployed
null
Suburban
Premium
1
11
397
5
2023-07-03 15:21:39.196387
Average
No
Monthly
House
634
1,159,899
20
Female
50,984
Married
3
High School
Unemployed
19.270375
Urban
Comprehensive
0
6
464
4
2020-07-19 15:21:39.155231
Good
No
Daily
Apartment
301