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
1,167,000
36
Female
17,354
Single
0
Bachelor's
Employed
10.086406
Suburban
Comprehensive
1
16
729
5
2024-02-25 15:21:39.134960
Good
No
Rarely
Condo
1,893
1,167,001
29
Female
6,051
Divorced
2
PhD
Employed
22.933855
Rural
Premium
0
16
584
2
2022-04-03 15:21:39.134960
Average
Yes
Monthly
Apartment
1,090
1,167,002
61
Female
7,534
Single
4
Bachelor's
null
44.611666
Rural
Basic
1
15
581
7
2021-12-19 15:21:39.190215
Average
Yes
Monthly
Apartment
222
1,167,003
57
Male
25,963
Single
1
Master's
Self-Employed
20.947707
Suburban
Comprehensive
0
12
634
9
2024-03-23 15:21:39.172097
Poor
Yes
Rarely
House
861
1,167,004
43
Male
28,463
Divorced
3
Master's
null
null
Suburban
Comprehensive
0
12
642
9
2022-11-06 15:21:39.134960
Average
No
Monthly
Condo
553
1,167,005
31
Female
24,562
Married
1
High School
Self-Employed
10.281319
Urban
Comprehensive
0
7
674
3
2020-11-23 15:21:39.155231
Poor
Yes
Rarely
Apartment
903
1,167,006
56
Male
34,255
Single
null
Master's
Self-Employed
42.856797
Suburban
Basic
0
7
704
9
2020-04-29 15:21:39.149731
null
No
Daily
Condo
159
1,167,007
44
Female
33,957
Married
0
PhD
Unemployed
13.4496
Rural
Basic
null
18
659
1
2024-04-10 15:21:39.080440
Good
Yes
Rarely
Apartment
100
1,167,008
23
Male
45,965
Married
0
High School
null
46.638144
Suburban
Comprehensive
null
2
521
8
2020-10-06 15:21:39.132191
Average
Yes
Rarely
House
1,257
1,167,009
34
Female
5,523
Married
4
PhD
null
18.402754
Urban
Basic
0
8
582
6
2024-02-27 15:21:39.116179
Good
No
Rarely
House
1,003
1,167,010
41
Female
76,570
Single
2
High School
Unemployed
41.886623
Urban
Basic
null
3
813
3
2020-10-18 15:21:39.155231
Average
Yes
Weekly
House
381
1,167,011
46
Male
65,854
Single
0
Bachelor's
Self-Employed
50.70562
Rural
Premium
null
0
624
3
2024-05-04 15:21:39.261856
Good
Yes
Rarely
Apartment
2,363
1,167,012
28
Male
23,248
Married
3
High School
Self-Employed
11.35908
Suburban
Basic
1
6
null
4
2024-07-08 15:21:39.237118
Average
No
Monthly
House
787
1,167,013
31
Female
759
Married
2
Master's
null
20.749763
Urban
Premium
3
0
552
1
2023-08-30 15:21:39.155231
Average
No
Daily
Apartment
925
1,167,014
23
Male
54,490
Married
4
Master's
Self-Employed
13.274908
Suburban
Premium
null
17
406
8
2021-06-13 15:21:39.265513
null
Yes
Monthly
Apartment
533
1,167,015
44
Female
27,950
Divorced
null
High School
null
16.79577
Rural
Basic
1
6
null
4
2023-12-12 15:21:39.194829
Average
No
Daily
Apartment
27
1,167,016
22
Male
16,054
Divorced
2
PhD
Self-Employed
22.620087
Suburban
Premium
1
5
519
9
2022-11-01 15:21:39.134960
Average
Yes
Rarely
Condo
1,071
1,167,017
37
Female
3,850
Divorced
2
Master's
Unemployed
14.076521
Rural
Premium
null
18
581
7
2021-07-05 15:21:39.152732
Poor
No
Rarely
Apartment
2,827
1,167,018
41
Female
710
Single
3
Master's
null
27.395622
Suburban
Basic
0
17
376
1
2023-07-15 15:21:39.237118
Poor
Yes
Rarely
Apartment
814
1,167,019
37
Female
3,051
Married
4
Master's
Employed
25.529917
Suburban
Comprehensive
null
9
373
3
2021-06-24 15:21:39.155231
Poor
Yes
Daily
Condo
679
1,167,020
20
Male
24,245
Divorced
1
High School
Unemployed
26.878693
Urban
Comprehensive
null
5
548
1
2022-04-27 15:21:39.155231
Good
Yes
Weekly
Condo
927
1,167,021
27
Female
140,573
Divorced
4
Master's
Unemployed
46.899957
Urban
Basic
null
11
761
8
2020-08-29 15:21:39.244069
Poor
Yes
Daily
Apartment
119
1,167,022
51
Male
39,232
Single
3
High School
Unemployed
19.17857
Rural
Premium
null
1
462
9
2021-07-18 15:21:39.173834
Poor
Yes
Weekly
Apartment
2,122
1,167,023
24
Male
6,351
Single
1
Master's
null
33.123493
Suburban
Comprehensive
1
10
655
6
2021-08-04 15:21:39.257696
Good
No
Daily
House
116
1,167,024
43
Female
45,946
Single
0
High School
Unemployed
18.738698
Suburban
Comprehensive
2
12
381
2
2021-01-27 15:21:39.155231
Good
No
Daily
House
446
1,167,025
47
Female
null
Married
0
Bachelor's
Employed
49.858971
Rural
Basic
null
11
401
8
2020-09-11 15:21:39.134960
Good
No
Monthly
House
1,619
1,167,026
19
Male
14,085
Single
1
Master's
Employed
16.72367
Urban
Premium
0
11
686
4
2020-09-08 15:21:39.147735
Good
No
Rarely
House
639
1,167,027
36
Male
17,384
Single
2
High School
null
32.574361
Urban
Premium
0
14
544
5
2021-05-23 15:21:39.252145
Good
No
Weekly
Apartment
654
1,167,028
60
Male
37,485
Married
3
Bachelor's
null
25.664806
Urban
Premium
2
2
438
5
2022-02-08 15:21:39.254678
Poor
No
Rarely
Apartment
2,286
1,167,029
45
Male
null
Single
2
PhD
null
3.374742
Urban
Comprehensive
1
0
503
8
2021-03-18 15:21:39.180553
null
Yes
Monthly
Apartment
2,626
1,167,030
52
Female
2,858
Divorced
null
Master's
Self-Employed
20.272762
Urban
Premium
0
5
845
6
2022-10-08 15:21:39.082499
Average
Yes
Weekly
Condo
2,734
1,167,031
44
Male
16,147
Divorced
2
High School
Unemployed
45.967606
Rural
Comprehensive
1
5
null
4
2019-11-09 15:21:39.108562
Poor
No
Monthly
Apartment
1,079
1,167,032
40
Male
44,746
Divorced
3
PhD
Employed
23.141036
Suburban
Comprehensive
1
13
null
5
2023-12-13 15:21:39.184157
Poor
Yes
Weekly
Condo
1,310
1,167,033
56
Female
23,140
null
3
Master's
null
33.610446
Urban
Comprehensive
null
14
664
8
2022-05-19 15:21:39.125660
Poor
No
Rarely
House
453
1,167,034
39
Male
66,861
Divorced
1
Bachelor's
null
16.072134
Urban
Basic
0
0
329
8
2024-08-08 15:21:39.152732
Poor
Yes
Weekly
Apartment
29
1,167,035
48
Male
25,211
Single
2
Master's
Self-Employed
31.539482
Rural
Comprehensive
1
4
463
1
2022-04-01 15:21:39.253660
Poor
No
Rarely
Apartment
563
1,167,036
40
Male
19,923
Single
0
High School
Self-Employed
26.017865
Urban
Premium
1
3
785
2
2022-09-20 15:21:39.134960
Good
No
Weekly
House
946
1,167,037
24
Male
38,245
Single
null
Master's
Employed
22.824358
Rural
Premium
null
4
705
2
2021-07-07 15:21:39.090124
Poor
No
Monthly
Condo
827
1,167,038
43
Female
39,056
Married
3
Master's
null
28.352865
Rural
Comprehensive
0
16
453
2
2020-11-20 15:21:39.267454
Average
No
Weekly
House
1,142
1,167,039
41
Female
3,940
Single
1
PhD
null
22.564453
Rural
Comprehensive
null
19
556
4
2021-08-30 15:21:39.103737
Good
No
Rarely
Condo
22
1,167,040
40
Male
18,175
Single
null
PhD
Unemployed
25.501534
Urban
Basic
1
6
661
8
2020-12-21 15:21:39.194829
Poor
Yes
Daily
House
874
1,167,041
49
Female
126,761
Single
1
PhD
Unemployed
27.773904
Urban
Premium
1
16
384
4
2023-12-24 15:21:39.259788
Good
Yes
Weekly
Condo
2,136
1,167,042
null
Female
19,587
Single
0
Master's
Employed
25.89859
Urban
Basic
1
10
552
5
2020-04-05 15:21:39.288099
Average
Yes
Rarely
Condo
210
1,167,043
23
Female
12,097
Married
0
PhD
null
24.495567
Suburban
Basic
null
12
823
4
2021-08-26 15:21:39.202448
Good
Yes
Monthly
Condo
3,279
1,167,044
26
Male
683
Divorced
1
PhD
Unemployed
11.828667
Suburban
Premium
2
7
769
3
2020-11-08 15:21:39.152732
Poor
No
Weekly
Condo
309
1,167,045
34
Female
15,776
Single
2
High School
Employed
22.369989
Urban
Basic
0
2
791
3
2022-05-27 15:21:39.134960
Good
Yes
Monthly
Condo
728
1,167,046
44
Female
1,336
Single
4
High School
null
15.816751
Urban
Comprehensive
2
16
658
1
2022-03-03 15:21:39.155231
Poor
No
Weekly
Condo
679
1,167,047
38
Female
917
Single
1
Master's
Self-Employed
48.470192
Suburban
Comprehensive
1
11
526
5
2020-01-31 15:21:39.207847
Good
Yes
Rarely
Apartment
2,567
1,167,048
43
Female
19,742
Single
1
Bachelor's
null
28.151122
Urban
Premium
1
18
561
3
2023-01-04 15:21:39.171102
Good
Yes
Rarely
Apartment
790
1,167,049
36
Female
5,877
Married
null
PhD
Self-Employed
29.076551
Rural
Premium
1
2
null
4
2021-04-29 15:21:39.134960
Average
Yes
Monthly
House
603
1,167,050
35
Male
1,248
Married
2
Master's
Self-Employed
13.958748
Suburban
Premium
4
15
552
2
2021-08-07 15:21:39.251142
Poor
Yes
Monthly
Apartment
758
1,167,051
27
Female
16,888
Divorced
0
PhD
Employed
33.937459
Rural
Basic
null
19
383
6
2023-06-15 15:21:39.081504
Good
No
Daily
House
1,329
1,167,052
25
Male
null
Single
2
PhD
null
null
Suburban
Basic
0
6
445
7
2021-04-07 15:21:39.176717
Poor
Yes
Monthly
Condo
1,705
1,167,053
34
Female
8,096
Married
3
High School
null
21.966101
Suburban
Basic
0
0
null
8
2023-02-14 15:21:39.237118
Average
Yes
Weekly
Condo
304
1,167,054
31
Female
18,096
Divorced
3
PhD
Self-Employed
26.037141
Rural
Comprehensive
0
10
605
3
2024-07-19 15:21:39.155231
Poor
Yes
Monthly
Condo
454
1,167,055
55
Female
8,481
Single
3
Master's
Self-Employed
39.244502
Suburban
Basic
null
8
443
9
2020-08-18 15:21:39.082499
Average
No
Weekly
Condo
1,542
1,167,056
29
Male
22,789
Divorced
1
Master's
null
16.91371
Rural
Premium
1
6
714
3
2024-03-14 15:21:39.155231
Average
No
Rarely
House
691
1,167,057
63
Female
28,409
Single
3
High School
null
13.121378
Suburban
Premium
null
10
523
8
2022-07-18 15:21:39.278402
Poor
No
Daily
Apartment
1,169
1,167,058
21
Female
61,461
Divorced
3
Bachelor's
Employed
18.958884
Urban
Basic
null
18
707
4
2022-09-10 15:21:39.261856
null
No
Daily
Condo
244
1,167,059
40
Female
90,020
Divorced
null
Bachelor's
Unemployed
26.878602
Suburban
Basic
null
16
384
3
2022-03-02 15:21:39.168099
Average
Yes
Weekly
House
805
1,167,060
51
Male
3,515
Single
2
High School
Employed
16.853269
Rural
Premium
1
7
762
9
2023-07-04 15:21:39.155231
Poor
No
Monthly
Condo
2,134
1,167,061
27
Female
39,644
Married
2
Master's
null
31.447967
Rural
Basic
0
13
766
9
2021-12-18 15:21:39.131192
Average
No
Monthly
Apartment
1,603
1,167,062
57
Male
32,827
Single
3
Bachelor's
Unemployed
24.955334
Suburban
Premium
1
11
741
6
2021-03-23 15:21:39.266452
Poor
No
Weekly
House
273
1,167,063
28
Female
53,354
Single
4
High School
Self-Employed
27.290838
Suburban
Comprehensive
2
8
415
1
2023-05-02 15:21:39.155231
Average
No
Rarely
House
2,320
1,167,064
49
Female
43,901
Married
1
High School
Employed
22.184711
Urban
Basic
2
11
323
3
2022-08-02 15:21:39.155231
null
No
Monthly
House
2,745
1,167,065
22
Male
28,931
Single
4
High School
Employed
10.471527
Urban
Premium
0
5
440
3
2020-06-02 15:21:39.150730
Good
No
Monthly
Apartment
2,144
1,167,066
41
Male
2,906
Married
2
Bachelor's
Self-Employed
21.07925
Suburban
Basic
null
11
578
8
2019-10-06 15:21:39.208842
Poor
Yes
Rarely
Apartment
645
1,167,067
48
Male
5,710
Single
0
High School
Unemployed
26.967331
Rural
Basic
1
12
633
4
2022-03-07 15:21:39.155231
Poor
No
Monthly
Apartment
516
1,167,068
30
Female
23,891
Married
2
Master's
Employed
26.944313
Suburban
Basic
1
2
668
5
2022-04-05 15:21:39.111551
Poor
Yes
Monthly
Condo
2,385
1,167,069
61
Male
27,863
Divorced
2
Master's
Unemployed
null
Urban
Basic
1
4
842
6
2024-08-01 15:21:39.134960
Poor
No
Daily
Condo
782
1,167,070
20
Male
67,019
Single
1
Master's
Self-Employed
51.926191
Rural
Basic
null
13
706
1
2021-06-03 15:21:39.098696
Good
Yes
Weekly
Condo
482
1,167,071
20
Female
16,641
Single
1
PhD
null
31.828367
Suburban
Basic
0
11
466
2
2020-12-07 15:21:39.123711
Average
No
Daily
House
1,006
1,167,072
44
Male
3,721
Single
1
Master's
Unemployed
18.642736
Suburban
Premium
1
8
null
7
2023-10-12 15:21:39.237118
Good
No
Daily
Condo
150
1,167,073
59
Male
44,256
Divorced
4
High School
null
16.017627
Rural
Comprehensive
1
14
583
1
2022-03-15 15:21:39.245086
Average
Yes
Weekly
Condo
689
1,167,074
22
Male
18,085
Married
3
High School
Unemployed
10.944758
Urban
Comprehensive
1
9
662
3
2022-07-05 15:21:39.285112
Good
Yes
Daily
Apartment
1,410
1,167,075
28
Male
38,931
Single
0
Master's
null
21.070109
Rural
Premium
0
7
554
5
2020-07-24 15:21:39.093681
Good
No
Weekly
House
1,345
1,167,076
37
Female
71,032
Married
1
High School
Self-Employed
31.058938
Urban
Basic
0
6
453
6
2020-12-20 15:21:39.132191
Good
Yes
Monthly
Condo
893
1,167,077
54
Female
30,791
Married
2
Bachelor's
Self-Employed
7.409418
Rural
Premium
2
15
null
2
2023-09-12 15:21:39.174719
Average
No
Weekly
Condo
493
1,167,078
27
Female
20,389
Married
3
Bachelor's
Self-Employed
12.057323
Urban
Basic
null
16
null
2
2020-01-21 15:21:39.218388
null
Yes
Rarely
Apartment
3,749
1,167,079
62
Male
36,868
Divorced
1
Master's
Employed
17.957143
Rural
Comprehensive
0
0
null
3
2023-11-14 15:21:39.079128
Poor
Yes
Daily
Apartment
791
1,167,080
31
Male
17,098
Divorced
0
High School
Unemployed
26.399905
Suburban
Basic
1
15
561
3
2020-01-11 15:21:39.155231
Poor
Yes
Monthly
Condo
438
1,167,081
28
Male
1,878
Married
1
Bachelor's
Unemployed
12.782212
Suburban
Premium
1
3
571
8
2021-02-05 15:21:39.102694
null
Yes
Rarely
House
1,252
1,167,082
44
Male
142,400
Married
1
Master's
Employed
50.865776
Rural
Comprehensive
null
4
690
6
2022-12-26 15:21:39.155231
Average
Yes
Weekly
House
1,859
1,167,083
42
Female
41,849
Divorced
0
Master's
null
20.814132
Rural
Premium
null
17
684
7
2021-02-18 15:21:39.221386
Poor
Yes
Monthly
House
265
1,167,084
51
Female
16,757
Divorced
2
PhD
null
13.835781
Urban
Comprehensive
1
4
null
7
2020-03-13 15:21:39.101733
Average
No
Weekly
Apartment
2,045
1,167,085
55
Male
56,583
null
2
Bachelor's
Unemployed
27.615739
Urban
Comprehensive
6
8
477
3
2024-06-09 15:21:39.132191
Good
Yes
Rarely
Apartment
1,482
1,167,086
52
Female
50,841
Divorced
2
High School
Unemployed
3.381415
Rural
Premium
0
15
384
4
2024-03-05 15:21:39.215386
Poor
No
Rarely
Condo
1,925
1,167,087
19
Female
114,715
Single
0
Bachelor's
Employed
null
Rural
Basic
3
7
827
6
2019-11-28 15:21:39.192212
Average
No
Rarely
House
973
1,167,088
28
Male
1,646
Divorced
0
PhD
Self-Employed
19.017985
Rural
Comprehensive
1
7
420
6
2020-09-30 15:21:39.105504
Poor
No
Daily
House
940
1,167,089
40
Female
109,573
Married
4
PhD
Self-Employed
32.287786
Rural
Premium
null
2
null
4
2023-07-08 15:21:39.098696
Good
No
Rarely
Condo
381
1,167,090
58
Female
44,973
Married
1
High School
Self-Employed
null
Rural
Comprehensive
1
4
676
6
2024-05-24 15:21:39.147735
Good
Yes
Daily
House
1,209
1,167,091
23
Female
12,881
Divorced
1
PhD
Unemployed
12.858468
Suburban
Premium
null
13
619
1
2024-04-25 15:21:39.271453
Average
Yes
Daily
House
561
1,167,092
25
Female
57,719
Single
1
High School
null
14.161489
Rural
Comprehensive
0
6
532
2
2020-05-21 15:21:39.145732
Good
No
Weekly
House
124
1,167,093
58
Male
2,904
Divorced
0
Bachelor's
Unemployed
7.022004
Rural
Comprehensive
3
2
557
5
2020-10-26 15:21:39.219432
Good
Yes
Daily
Apartment
478
1,167,094
51
Female
12,973
Married
0
Master's
Self-Employed
20.443951
Rural
Premium
0
14
793
2
2021-01-31 15:21:39.155231
Poor
Yes
Weekly
Apartment
589
1,167,095
20
Female
46,366
Divorced
4
Master's
Employed
32.835677
Suburban
Basic
0
9
722
7
2020-01-04 15:21:39.155231
Good
Yes
Monthly
House
1,619
1,167,096
38
Male
43,748
Single
3
Bachelor's
Unemployed
39.692575
Suburban
Premium
2
18
839
5
2024-03-21 15:21:39.185215
Good
Yes
Daily
Condo
855
1,167,097
26
Female
11,548
Single
2
Bachelor's
Self-Employed
40.174447
Suburban
Basic
0
19
565
4
2020-05-10 15:21:39.191219
Poor
No
Rarely
Condo
3,047
1,167,098
25
Female
18,361
Single
4
Bachelor's
null
38.392574
Rural
Basic
0
1
null
6
2023-12-04 15:21:39.134960
Average
No
Weekly
Apartment
505
1,167,099
41
Male
11,551
Married
2
Bachelor's
null
14.037118
Suburban
Premium
0
10
null
4
2023-11-11 15:21:39.173834
Poor
No
Weekly
Apartment
645