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
43,000
22
Female
14,377
Divorced
0
High School
Employed
31.834657
Rural
Comprehensive
0
11
608
3
2022-09-12 15:21:39.101733
Poor
Yes
Weekly
Condo
882
43,001
49
Female
16,999
Single
2
High School
Unemployed
37.36206
Urban
Comprehensive
2
11
309
5
2022-06-24 15:21:39.172097
Average
Yes
Daily
House
508
43,002
31
Female
46,328
Married
4
Master's
Unemployed
50.965365
Rural
Premium
0
15
587
8
2020-08-05 15:21:39.237118
Poor
No
Rarely
House
725
43,003
44
Male
13,791
Married
2
Master's
Unemployed
10.812366
Suburban
Comprehensive
0
18
628
6
2022-04-01 15:21:39.093681
Poor
No
Daily
Condo
2,079
43,004
36
Male
10,001
Married
2
High School
Self-Employed
32.772931
Suburban
Basic
0
2
511
8
2024-04-11 15:21:39.210805
Average
No
Weekly
Condo
1,142
43,005
46
Male
115,078
Married
null
Bachelor's
Self-Employed
51.262216
Suburban
Basic
null
0
556
4
2021-08-15 15:21:39.093681
Poor
Yes
Weekly
Condo
1,256
43,006
45
Male
26,579
Single
1
Bachelor's
Employed
31.01246
Rural
Premium
null
6
587
8
2024-07-19 15:21:39.134960
Good
No
Weekly
House
2,116
43,007
31
Female
5,114
Single
0
Bachelor's
null
36.823923
Urban
Basic
null
14
469
9
2020-12-20 15:21:39.109552
Average
Yes
Weekly
House
1,265
43,008
56
Female
82,465
Married
2
Bachelor's
Employed
37.624891
Urban
Premium
2
14
312
8
2020-04-03 15:21:39.171102
Average
Yes
Weekly
Condo
30
43,009
33
Male
21,272
Divorced
null
High School
Unemployed
8.884952
Suburban
Basic
1
18
644
6
2020-01-04 15:21:39.186212
Poor
No
Rarely
House
940
43,010
28
Female
3,124
Divorced
4
Bachelor's
Unemployed
36.898001
Suburban
Basic
1
19
713
4
2023-09-26 15:21:39.283783
Average
Yes
Monthly
Apartment
2,768
43,011
19
Female
1,788
Married
2
Master's
Employed
27.440145
Urban
Comprehensive
2
10
330
6
2019-09-09 15:21:39.130190
Average
Yes
Daily
House
474
43,012
57
Male
43,150
Married
1
High School
Self-Employed
51.845837
Urban
Comprehensive
null
18
557
8
2020-02-24 15:21:39.085129
Good
No
Daily
House
538
43,013
63
Male
44,141
Divorced
2
PhD
Self-Employed
18.352128
Urban
Basic
2
13
null
7
2021-11-15 15:21:39.226954
Good
Yes
Weekly
House
3,269
43,014
30
Male
70,528
Single
0
High School
Unemployed
6.294317
Urban
Comprehensive
0
0
458
7
2023-07-30 15:21:39.185215
Average
Yes
Rarely
Condo
1,432
43,015
56
Female
3,344
Single
2
Master's
null
41.919279
Urban
Basic
0
8
790
6
2024-01-06 15:21:39.081504
Good
No
Daily
House
1,855
43,016
52
Male
16,054
Divorced
3
High School
Self-Employed
15.837207
Urban
Premium
1
10
null
5
2024-01-18 15:21:39.184157
Average
No
Monthly
Apartment
614
43,017
29
Male
28,572
Single
0
Master's
Self-Employed
36.093517
Urban
Comprehensive
0
12
543
5
2019-11-02 15:21:39.143708
Good
Yes
Daily
House
815
43,018
32
Female
57,947
Married
3
Bachelor's
Employed
32.567388
Suburban
Comprehensive
2
0
812
2
2020-02-18 15:21:39.256696
Average
Yes
Weekly
House
2,469
43,019
33
Male
5,865
Divorced
4
PhD
null
38.847389
Rural
Premium
null
5
759
7
2023-10-24 15:21:39.177724
Good
Yes
Monthly
Condo
2,093
43,020
19
Male
24,210
Divorced
4
Master's
Unemployed
17.517319
Suburban
Comprehensive
null
6
821
5
2022-05-30 15:21:39.176717
Poor
No
Weekly
Apartment
2,522
43,021
null
Male
38,217
Married
3
Master's
Self-Employed
24.018633
Rural
Comprehensive
null
13
383
9
2020-12-11 15:21:39.130190
Poor
No
Rarely
House
37
43,022
41
Male
35,297
Single
2
Bachelor's
Employed
46.509516
Suburban
Comprehensive
1
14
534
1
2022-10-21 15:21:39.199447
Poor
No
Rarely
House
1,735
43,023
56
Male
99,824
Married
2
Bachelor's
null
36.619263
Urban
Premium
0
1
438
3
2021-05-11 15:21:39.274993
null
No
Weekly
Condo
1,170
43,024
47
Male
52,797
Single
1
Master's
Employed
32.571633
Rural
Premium
1
3
578
7
2021-10-06 15:21:39.285112
Average
Yes
Weekly
Condo
68
43,025
30
Female
76,461
Single
1
PhD
Employed
28.951289
Urban
Basic
null
2
326
9
2022-08-16 15:21:39.173834
Average
Yes
Daily
House
2,128
43,026
41
Female
18,156
Married
null
High School
null
34.409854
Suburban
Premium
3
11
626
5
2023-11-21 15:21:39.134960
Average
Yes
Weekly
Apartment
65
43,027
19
Female
20,983
Single
1
PhD
Unemployed
42.78339
Urban
Comprehensive
0
18
734
8
2022-07-28 15:21:39.145732
Good
No
Monthly
Apartment
627
43,028
39
Male
8,123
Married
3
PhD
null
5.878351
Urban
Premium
null
19
823
6
2020-10-23 15:21:39.237118
Good
No
Monthly
Condo
818
43,029
33
Male
10,153
null
0
High School
Unemployed
17.404548
Suburban
Basic
2
19
null
3
2023-12-16 15:21:39.134960
Poor
Yes
Daily
Condo
596
43,030
51
Male
17,963
Married
1
Master's
Employed
13.692872
Suburban
Premium
0
0
625
1
2021-07-01 15:21:39.188220
Average
No
Weekly
House
1,590
43,031
31
Male
23,668
Divorced
null
Bachelor's
Self-Employed
20.847347
Urban
Comprehensive
null
2
390
9
2020-11-02 15:21:39.111551
Poor
Yes
Daily
Apartment
620
43,032
48
Male
5,723
Divorced
1
Master's
Self-Employed
37.896925
Suburban
Premium
null
13
438
2
2019-12-18 15:21:39.144722
Good
Yes
Daily
House
142
43,033
52
Male
36,555
Divorced
2
High School
Self-Employed
18.813885
Rural
Comprehensive
2
2
811
5
2022-04-21 15:21:39.125660
Good
Yes
Rarely
Apartment
1,140
43,034
33
Female
92,318
Divorced
3
PhD
Self-Employed
51.646054
Suburban
Comprehensive
0
15
null
3
2020-01-22 15:21:39.155231
Good
Yes
Weekly
House
516
43,035
40
Female
35,484
Single
3
Master's
Unemployed
37.511818
Rural
Basic
2
6
712
4
2019-11-28 15:21:39.098696
null
Yes
Weekly
Condo
2,097
43,036
36
Male
7,073
Single
2
High School
Self-Employed
36.751176
Rural
Comprehensive
null
19
681
8
2023-12-15 15:21:39.190215
Poor
No
Weekly
Condo
725
43,037
59
Female
34,273
Married
3
PhD
Unemployed
51.305029
Suburban
Basic
0
17
389
7
2022-02-23 15:21:39.281787
Poor
No
Weekly
Apartment
1,370
43,038
40
Female
765
Married
1
Master's
null
51.307578
Suburban
Comprehensive
null
12
719
4
2023-08-25 15:21:39.091080
Poor
Yes
Monthly
Condo
467
43,039
23
Male
8,866
null
3
High School
Employed
26.640039
Urban
Premium
1
16
692
2
2019-12-23 15:21:39.133866
Average
No
Monthly
House
1,067
43,040
52
Male
35,357
Married
1
Master's
Unemployed
12.335064
Urban
Basic
null
11
404
3
2022-11-30 15:21:39.083497
Poor
No
Monthly
House
3,799
43,041
44
Male
35,017
Divorced
3
Master's
Employed
12.92336
Rural
Comprehensive
1
7
479
2
2024-08-12 15:21:39.102694
Good
Yes
Rarely
House
688
43,042
22
Male
2,480
Single
3
Master's
Unemployed
26.161805
Rural
Comprehensive
2
2
null
7
2021-08-12 15:21:39.124659
Good
Yes
Rarely
House
959
43,043
47
Male
3,817
Divorced
2
Master's
Self-Employed
26.849263
Urban
Premium
1
4
464
5
2023-07-02 15:21:39.237118
Poor
Yes
Daily
Condo
1,242
43,044
46
Female
6,426
Divorced
4
High School
null
32.294797
Suburban
Premium
null
13
817
9
2022-06-23 15:21:39.134960
Poor
No
Weekly
Apartment
1,282
43,045
48
Male
7,087
Single
0
Master's
Unemployed
28.803811
Urban
Comprehensive
3
8
813
2
2023-10-26 15:21:39.170099
Good
Yes
Rarely
Apartment
587
43,046
31
Male
605
Single
2
Master's
Unemployed
10.772764
Urban
Premium
1
8
477
1
2020-08-21 15:21:39.155231
Poor
No
Monthly
House
1,521
43,047
27
Male
38,612
Married
1
Bachelor's
Self-Employed
28.090906
Urban
Basic
1
4
790
7
2021-03-31 15:21:39.081504
Good
Yes
Weekly
Apartment
2,347
43,048
55
Male
114,770
Single
null
High School
Self-Employed
24.457534
Suburban
Basic
2
19
391
9
2020-02-18 15:21:39.265513
Good
No
Weekly
House
1,196
43,049
28
Female
15,862
Divorced
3
PhD
Employed
12.860826
Suburban
Comprehensive
2
17
767
1
2020-03-03 15:21:39.237118
Average
No
Daily
Condo
587
43,050
30
Male
6,098
Single
3
Master's
null
7.939865
Rural
Comprehensive
1
18
null
5
2021-02-21 15:21:39.143708
Good
Yes
Monthly
Apartment
553
43,051
39
Male
27,244
Single
3
PhD
Employed
10.003668
Urban
Comprehensive
null
1
596
3
2020-02-15 15:21:39.192212
Average
No
Rarely
Condo
27
43,052
30
Male
9,894
Married
1
PhD
Employed
13.99272
Urban
Comprehensive
0
10
534
8
2023-02-11 15:21:39.155231
Good
No
Daily
Apartment
815
43,053
22
Female
101
Married
3
Bachelor's
Self-Employed
49.794491
Rural
Comprehensive
0
0
667
9
2024-07-08 15:21:39.173834
Good
Yes
Monthly
Condo
1,813
43,054
30
Female
34,125
Divorced
1
Master's
Employed
30.75665
Urban
Comprehensive
0
16
761
2
2019-12-30 15:21:39.166062
Poor
Yes
Rarely
House
1,559
43,055
21
Male
64,813
Divorced
4
PhD
Unemployed
10.89247
Suburban
Basic
0
15
418
8
2024-04-02 15:21:39.205850
Poor
No
Daily
Condo
1,148
43,056
32
Male
2,085
Divorced
null
Master's
Self-Employed
16.719352
Suburban
Basic
null
11
301
2
2022-05-14 15:21:39.090124
Poor
No
Weekly
Condo
505
43,057
26
Male
29,221
Divorced
null
Bachelor's
Self-Employed
14.58706
Urban
Comprehensive
0
5
358
3
2021-01-10 15:21:39.179186
Poor
Yes
Rarely
House
597
43,058
60
Male
20,104
Divorced
4
High School
null
50.935646
Rural
Comprehensive
1
5
456
9
2023-12-22 15:21:39.251142
Poor
Yes
Monthly
Apartment
443
43,059
52
Female
20,078
Divorced
3
High School
null
29.29177
Rural
Basic
0
3
525
9
2024-08-09 15:21:39.100695
Average
Yes
Daily
House
216
43,060
18
Male
18,641
Single
0
Bachelor's
Unemployed
19.82372
Suburban
Comprehensive
0
8
601
2
2022-04-25 15:21:39.209847
Average
Yes
Weekly
House
3,036
43,061
20
Male
16,881
Married
3
Bachelor's
null
35.487623
Suburban
Basic
0
16
534
1
2020-02-09 15:21:39.134960
Poor
No
Rarely
House
752
43,062
24
Female
48,630
Married
4
Master's
Employed
26.537728
Rural
Comprehensive
0
0
null
8
2021-07-18 15:21:39.193945
Average
No
Monthly
Condo
101
43,063
25
Male
28,509
Single
0
High School
Self-Employed
19.919199
Suburban
Comprehensive
1
3
522
6
2019-09-25 15:21:39.244069
Good
Yes
Monthly
Apartment
890
43,064
46
Male
53,696
Married
0
High School
Self-Employed
26.317788
Rural
Comprehensive
0
7
449
4
2022-12-25 15:21:39.222387
Average
No
Weekly
Condo
372
43,065
53
Male
null
Divorced
2
Master's
null
23.502849
Urban
Premium
0
16
394
9
2021-03-25 15:21:39.247098
Average
Yes
Weekly
House
693
43,066
33
Female
5,791
Married
4
High School
null
24.817472
Suburban
Premium
2
13
551
4
2022-01-25 15:21:39.155231
Poor
No
Rarely
House
809
43,067
22
Male
30,514
Divorced
1
Master's
null
34.365739
Suburban
Comprehensive
0
3
328
7
2022-06-21 15:21:39.255696
Poor
No
Daily
Condo
1,592
43,068
58
Female
38,729
Married
1
PhD
Self-Employed
21.611446
Urban
Comprehensive
3
6
653
7
2024-07-10 15:21:39.123711
Poor
No
Rarely
Apartment
1,228
43,069
54
Female
71,825
Married
1
PhD
Unemployed
33.955316
Suburban
Comprehensive
1
16
695
7
2020-03-24 15:21:39.256696
Poor
Yes
Rarely
Apartment
215
43,070
44
Female
4,928
Single
3
Master's
Employed
13.91746
Suburban
Premium
1
14
829
2
2021-03-21 15:21:39.272456
Poor
No
Weekly
Condo
2,008
43,071
46
Male
58,482
Married
1
Master's
null
34.275948
Suburban
Comprehensive
null
3
358
8
2023-07-02 15:21:39.172097
Average
Yes
Monthly
House
249
43,072
null
Female
124,346
Married
3
PhD
Self-Employed
22.106053
Rural
Comprehensive
3
19
343
1
2023-11-20 15:21:39.092127
Average
No
Daily
House
736
43,073
20
Male
36,421
Married
4
Master's
null
26.57358
Suburban
Premium
2
19
638
5
2020-10-12 15:21:39.171102
Good
Yes
Daily
Apartment
1,169
43,074
60
Female
72,490
Divorced
4
High School
null
36.168945
Urban
Premium
1
0
409
9
2021-12-25 15:21:39.134960
null
Yes
Weekly
Apartment
1,489
43,075
43
Female
74,488
Single
0
High School
null
23.845651
Urban
Basic
1
11
471
4
2022-07-20 15:21:39.124659
Average
No
Daily
Apartment
2,960
43,076
41
Female
38,962
Single
3
Bachelor's
Self-Employed
34.795814
Urban
Comprehensive
null
5
594
8
2021-04-21 15:21:39.107553
Average
No
Monthly
Apartment
959
43,077
21
Male
64,883
Divorced
3
Master's
Self-Employed
30.010846
Suburban
Premium
null
5
314
4
2021-02-02 15:21:39.218388
Good
No
Rarely
Apartment
1,551
43,078
51
Male
25,892
Married
2
Bachelor's
Unemployed
16.151068
Urban
Comprehensive
null
2
561
8
2021-08-25 15:21:39.237118
Good
Yes
Weekly
House
573
43,079
23
Male
43,432
Married
0
PhD
Employed
27.448428
Urban
Basic
null
1
846
2
2020-01-17 15:21:39.110557
Average
No
Monthly
Apartment
704
43,080
29
Female
59,978
Married
0
PhD
Unemployed
35.085468
Rural
Comprehensive
2
11
315
2
2021-05-04 15:21:39.230483
Poor
No
Weekly
Apartment
130
43,081
21
Male
137,514
Married
0
PhD
Unemployed
19.534669
Rural
Comprehensive
null
15
353
4
2023-02-06 15:21:39.134960
Good
Yes
Monthly
House
631
43,082
42
Male
1,468
Married
1
PhD
Self-Employed
21.839379
Urban
Basic
2
12
515
1
2023-05-23 15:21:39.174719
Good
No
Monthly
House
441
43,083
42
Male
92,388
Married
0
Master's
null
22.28557
Urban
Comprehensive
2
7
805
5
2019-08-27 15:21:39.172097
null
Yes
Rarely
House
3,042
43,084
45
Male
5,200
Single
2
Master's
Unemployed
34.904368
Urban
Basic
null
2
447
8
2021-10-09 15:21:39.118178
Poor
Yes
Daily
House
1,229
43,085
42
Female
20,894
Married
4
Bachelor's
null
39.120854
Suburban
Comprehensive
1
10
648
5
2022-12-01 15:21:39.134960
Average
No
Monthly
House
1,049
43,086
37
Male
149,534
Divorced
null
PhD
Employed
39.717607
Urban
Premium
2
16
407
2
2020-09-16 15:21:39.265513
Poor
Yes
Monthly
House
1,632
43,087
19
Male
17,607
Married
4
PhD
Self-Employed
17.967667
Rural
Comprehensive
null
1
602
1
2021-09-05 15:21:39.270454
Good
Yes
Monthly
House
632
43,088
19
Male
6,535
Married
0
Bachelor's
null
14.123611
Rural
Comprehensive
0
9
819
2
2020-08-11 15:21:39.232526
Good
Yes
Rarely
Condo
1,255
43,089
39
Male
75,911
Single
null
Master's
Self-Employed
9.472549
Suburban
Comprehensive
null
17
313
7
2021-04-18 15:21:39.167099
Good
No
Rarely
Apartment
1,521
43,090
56
Female
4,753
Married
0
Master's
Employed
10.488962
Urban
Premium
0
9
397
1
2022-07-13 15:21:39.101733
Poor
No
Daily
House
2,224
43,091
29
Female
26,776
Single
3
Master's
Self-Employed
6.695753
Urban
Basic
0
12
628
6
2020-10-18 15:21:39.271453
Average
Yes
Weekly
Apartment
1,005
43,092
44
Female
10,686
Divorced
1
Master's
Self-Employed
22.918866
Urban
Comprehensive
2
14
460
4
2022-10-27 15:21:39.211806
Average
No
Rarely
Apartment
2,098
43,093
31
Male
null
Divorced
1
PhD
Employed
14.085505
Urban
Basic
1
14
336
1
2020-09-07 15:21:39.249100
Good
No
Monthly
Apartment
1,562
43,094
34
Female
27,112
Married
2
PhD
null
39.502074
Urban
Comprehensive
3
1
713
3
2022-03-23 15:21:39.082499
null
Yes
Daily
House
431
43,095
57
Female
77,401
Single
null
Bachelor's
Employed
33.285985
Suburban
Basic
2
6
720
8
2023-07-13 15:21:39.155231
Poor
No
Weekly
Apartment
2,537
43,096
41
Male
16,081
Divorced
0
High School
null
34.056425
Urban
Comprehensive
null
12
647
8
2021-06-11 15:21:39.164044
Poor
No
Rarely
House
825
43,097
33
Female
3,711
Single
0
Bachelor's
Employed
19.857306
Rural
Comprehensive
null
4
566
1
2024-01-11 15:21:39.146733
Average
No
Daily
Apartment
393
43,098
23
Female
28,791
Married
3
Bachelor's
Employed
null
Urban
Premium
0
7
535
3
2020-01-14 15:21:39.134960
Poor
No
Rarely
Condo
1,721
43,099
20
Male
24,258
Married
0
High School
null
35.907763
Urban
Basic
1
4
522
9
2019-11-14 15:21:39.098696
null
Yes
Daily
House
668