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
1,178,000
59
Male
15,104
Married
4
PhD
Self-Employed
null
Urban
Comprehensive
0
7
684
9
2020-08-11 15:21:39.179186
Good
No
Weekly
Apartment
1,120
1,178,001
55
Female
96,734
Married
4
Bachelor's
Self-Employed
16.9444
Urban
Premium
1
15
363
9
2022-06-25 15:21:39.174719
Good
No
Weekly
House
743
1,178,002
32
Female
84,741
Single
3
Master's
Employed
51.673938
Suburban
Basic
1
6
759
6
2023-03-22 15:21:39.194829
Poor
No
Daily
Condo
663
1,178,003
33
Female
16,201
Divorced
4
Master's
null
22.06445
Rural
Premium
0
17
811
8
2022-12-23 15:21:39.226954
Poor
No
Monthly
Apartment
394
1,178,004
18
Female
2,907
Single
4
Master's
Unemployed
null
Urban
Premium
null
1
582
3
2020-02-28 15:21:39.209847
Average
No
Monthly
House
1,647
1,178,005
45
Male
36,827
Married
3
Master's
Unemployed
15.081179
Urban
Comprehensive
1
0
300
7
2023-05-27 15:21:39.123645
Good
Yes
Daily
House
2,548
1,178,006
35
Male
18,328
Married
null
Master's
Self-Employed
14.07835
Suburban
Comprehensive
0
14
591
8
2024-03-18 15:21:39.216387
Poor
No
Weekly
House
1,310
1,178,007
51
Male
9,719
Divorced
3
Master's
null
42.132772
Urban
Premium
0
3
804
8
2020-04-10 15:21:39.092127
Average
Yes
Daily
Apartment
1,879
1,178,008
29
Male
2,579
Single
4
Master's
null
26.85867
Suburban
Premium
1
19
491
5
2024-07-28 15:21:39.134960
Poor
Yes
Rarely
Apartment
459
1,178,009
49
Female
26,681
Married
0
Master's
Employed
24.778065
Urban
Basic
2
16
814
1
2023-09-24 15:21:39.172097
Good
No
Daily
Apartment
1,166
1,178,010
27
Male
29,340
Married
0
High School
Unemployed
40.634939
Urban
Basic
1
3
394
7
2021-02-19 15:21:39.182597
Average
No
Weekly
Condo
662
1,178,011
42
Male
1,245
Married
2
Master's
Self-Employed
37.751354
Suburban
Basic
3
6
389
2
2020-04-26 15:21:39.185215
Average
Yes
Monthly
Apartment
1,657
1,178,012
57
Female
1,575
Married
0
Master's
Self-Employed
27.781089
Urban
Basic
3
10
null
9
2023-02-14 15:21:39.221386
Poor
Yes
Daily
House
2,418
1,178,013
19
Male
18,093
Divorced
2
Master's
Self-Employed
18.897619
Suburban
Premium
null
13
776
3
2021-05-27 15:21:39.237118
Average
Yes
Monthly
Apartment
663
1,178,014
37
Male
3,326
Single
4
High School
null
32.798621
Suburban
Comprehensive
null
9
351
4
2019-12-07 15:21:39.155231
Poor
No
Daily
Apartment
801
1,178,015
19
Female
35,498
Married
0
Master's
null
23.769469
Suburban
Premium
0
13
783
1
2020-06-16 15:21:39.209847
Average
Yes
Daily
Apartment
1,059
1,178,016
34
Female
14,054
Single
4
PhD
Self-Employed
29.355838
Urban
Basic
3
19
763
5
2020-05-04 15:21:39.194829
Good
Yes
Daily
Apartment
641
1,178,017
27
Female
46,654
Married
3
PhD
Self-Employed
20.527087
Rural
Basic
0
2
445
9
2021-05-09 15:21:39.290098
Good
Yes
Monthly
House
2,298
1,178,018
36
Male
937
Divorced
2
Master's
null
35.619291
Rural
Premium
0
4
305
6
2021-12-08 15:21:39.155231
Poor
Yes
Rarely
House
706
1,178,019
29
Male
29,273
Divorced
2
Master's
Self-Employed
46.887111
Suburban
Comprehensive
null
0
null
5
2022-12-25 15:21:39.182597
Poor
No
Weekly
Condo
1,890
1,178,020
47
Female
24,989
Divorced
0
PhD
Self-Employed
33.827678
Suburban
Basic
2
9
573
4
2019-10-01 15:21:39.192212
Good
Yes
Daily
Apartment
1,327
1,178,021
60
Male
null
Divorced
4
High School
Unemployed
5.973305
Urban
Comprehensive
2
6
632
2
2023-11-17 15:21:39.155231
Poor
Yes
Daily
Apartment
3,529
1,178,022
33
Male
9,072
Single
null
Master's
null
30.357838
Rural
Comprehensive
1
16
810
1
2019-09-25 15:21:39.172097
Average
No
Daily
House
654
1,178,023
45
Male
11,148
Divorced
2
Master's
Unemployed
14.396046
Suburban
Basic
null
15
527
7
2022-11-24 15:21:39.155231
Good
Yes
Daily
Apartment
242
1,178,024
39
Female
56,437
Married
4
PhD
Self-Employed
19.016767
Rural
Comprehensive
null
6
786
7
2023-08-25 15:21:39.080440
Poor
No
Monthly
Apartment
391
1,178,025
37
Female
6,072
Single
3
Bachelor's
null
26.697895
Suburban
Basic
0
3
713
9
2020-03-18 15:21:39.082499
Good
Yes
Monthly
Condo
639
1,178,026
25
Male
40,252
Married
2
High School
null
9.482989
Rural
Premium
1
1
625
4
2022-05-12 15:21:39.154008
Poor
Yes
Weekly
House
1,174
1,178,027
21
Male
39,051
Single
null
PhD
Unemployed
44.510451
Rural
Comprehensive
2
16
381
5
2019-11-04 15:21:39.155231
Average
No
Monthly
House
27
1,178,028
55
Male
3,427
Single
4
Bachelor's
Self-Employed
41.828773
Urban
Comprehensive
2
11
486
5
2019-09-17 15:21:39.145732
Good
No
Monthly
Apartment
1,546
1,178,029
48
Male
38,306
Divorced
4
PhD
Unemployed
13.369813
Urban
Comprehensive
3
14
513
9
2020-12-07 15:21:39.190215
Poor
No
Rarely
Apartment
651
1,178,030
18
Female
26,163
Single
0
High School
Self-Employed
36.560629
Suburban
Premium
3
0
null
7
2020-08-21 15:21:39.252145
Poor
No
Daily
House
928
1,178,031
39
Female
16,285
Divorced
3
Master's
Employed
30.843446
Rural
Comprehensive
1
17
622
1
2022-10-08 15:21:39.252145
Poor
No
Monthly
Apartment
28
1,178,032
28
Male
744
Married
1
High School
Unemployed
36.756891
Suburban
Basic
0
6
372
7
2019-10-15 15:21:39.094752
Good
No
Rarely
House
498
1,178,033
48
Male
73,099
Married
2
Master's
null
32.828601
Urban
Basic
null
10
551
4
2023-01-14 15:21:39.251142
Average
No
Rarely
Apartment
187
1,178,034
62
Female
1,227
Married
3
Master's
null
null
Urban
Basic
null
12
707
6
2024-06-04 15:21:39.237118
Average
Yes
Rarely
Condo
651
1,178,035
57
Female
63,866
Divorced
4
Master's
Employed
20.159959
Rural
Basic
0
1
421
3
2022-08-31 15:21:39.128286
Poor
Yes
Weekly
House
1,018
1,178,036
56
Male
10,112
Single
2
Master's
Self-Employed
8.52889
Rural
Premium
0
7
730
3
2022-01-05 15:21:39.236064
Poor
Yes
Weekly
House
594
1,178,037
52
Female
88,936
Single
3
High School
Unemployed
23.08198
Rural
Comprehensive
null
6
330
9
2020-06-24 15:21:39.237118
Poor
No
Monthly
Condo
981
1,178,038
19
Male
5,930
Single
2
PhD
null
22.71173
Urban
Basic
1
15
null
7
2023-04-24 15:21:39.205850
Good
No
Weekly
Apartment
4,036
1,178,039
61
Male
null
Married
0
Master's
Employed
38.852603
Urban
Premium
2
9
707
1
2023-03-15 15:21:39.155231
null
Yes
Rarely
Condo
74
1,178,040
25
Female
40,483
Married
4
High School
null
27.163981
Suburban
Comprehensive
0
13
809
3
2022-12-06 15:21:39.094752
Poor
Yes
Weekly
House
1,061
1,178,041
23
Male
17,227
Married
4
PhD
null
34.988564
Suburban
Basic
1
14
570
9
2019-09-22 15:21:39.244069
null
No
Daily
House
772
1,178,042
38
Female
21,966
Single
3
High School
null
42.955754
Urban
Premium
null
15
549
1
2020-11-14 15:21:39.267454
Poor
No
Rarely
Apartment
1,301
1,178,043
23
Male
24,379
Single
3
Bachelor's
Employed
31.716133
Rural
Basic
1
3
690
3
2022-10-09 15:21:39.114118
Average
Yes
Rarely
Condo
658
1,178,044
32
Female
3,750
Married
null
Master's
Unemployed
21.430959
Rural
Premium
2
14
429
4
2022-09-01 15:21:39.088124
Poor
No
Daily
House
3,116
1,178,045
38
Female
18,561
Single
4
High School
null
32.542112
Urban
Basic
1
8
489
3
2023-10-16 15:21:39.237118
Good
No
Rarely
House
857
1,178,046
63
Male
17,289
Married
2
Master's
null
17.121391
Rural
Comprehensive
1
14
762
9
2024-03-03 15:21:39.237118
Average
No
Rarely
House
729
1,178,047
24
Male
26,757
Divorced
1
Master's
null
42.782971
Urban
Premium
2
8
null
8
2023-04-12 15:21:39.134960
Poor
Yes
Weekly
House
24
1,178,048
61
Male
11,915
Married
4
High School
null
9.59127
Rural
Comprehensive
3
4
586
5
2023-08-02 15:21:39.092127
Poor
Yes
Monthly
Condo
628
1,178,049
29
Female
35,546
Married
1
Bachelor's
Unemployed
11.904803
Urban
Comprehensive
1
6
null
2
2021-12-27 15:21:39.122134
Good
No
Daily
House
635
1,178,050
35
Male
43,898
Single
3
High School
null
48.13793
Urban
Basic
1
4
699
9
2020-01-25 15:21:39.134960
Poor
Yes
Weekly
House
1,624
1,178,051
61
Female
30,450
Single
1
Bachelor's
Unemployed
29.29177
Rural
Premium
1
5
688
7
2023-02-20 15:21:39.274993
Poor
Yes
Weekly
House
728
1,178,052
57
Male
137,968
Single
4
Bachelor's
Employed
28.958467
Rural
Basic
null
14
388
7
2021-12-26 15:21:39.266452
Average
Yes
Monthly
Apartment
2,060
1,178,053
38
Female
9,842
Divorced
3
Bachelor's
Self-Employed
28.650094
Urban
Comprehensive
null
1
377
5
2021-02-13 15:21:39.134960
Average
No
Rarely
Condo
945
1,178,054
27
Female
43,748
Divorced
0
Master's
Employed
33.382635
Rural
Premium
0
13
745
6
2023-06-23 15:21:39.289099
Good
No
Monthly
House
651
1,178,055
26
Female
14,099
Married
3
Master's
null
14.445465
Rural
Premium
null
8
517
1
2020-06-21 15:21:39.258696
Average
Yes
Monthly
Apartment
246
1,178,056
37
Female
35,407
Single
null
PhD
Unemployed
36.716524
Suburban
Comprehensive
1
4
null
5
2020-03-04 15:21:39.199447
Average
Yes
Weekly
Condo
2,284
1,178,057
34
Male
1,712
Married
2
High School
Employed
31.624291
Urban
Premium
3
19
743
6
2020-12-24 15:21:39.181605
Average
No
Daily
Condo
20
1,178,058
55
Male
30,444
Married
4
High School
Employed
32.085376
Suburban
Premium
2
11
346
7
2023-06-13 15:21:39.276901
Poor
No
Weekly
House
645
1,178,059
18
Male
20,223
Single
4
High School
null
22.61603
Suburban
Comprehensive
1
9
504
7
2023-01-08 15:21:39.237118
Poor
Yes
Monthly
House
588
1,178,060
47
Male
100,858
Divorced
1
Master's
Self-Employed
9.997525
Rural
Comprehensive
null
10
783
9
2020-12-19 15:21:39.114118
Good
Yes
Weekly
Condo
308
1,178,061
53
Female
30,018
Single
null
PhD
null
44.493431
Rural
Premium
null
5
657
3
2020-07-01 15:21:39.180553
Good
No
Monthly
Condo
1,465
1,178,062
27
Male
6,868
Divorced
4
High School
null
19.204028
Rural
Basic
1
0
344
5
2019-09-09 15:21:39.236064
Poor
Yes
Monthly
Condo
483
1,178,063
53
Female
30,991
Divorced
3
High School
Unemployed
46.471519
Rural
Premium
2
12
450
3
2024-01-15 15:21:39.266452
Average
No
Daily
House
2,429
1,178,064
19
Male
8,891
Divorced
null
Master's
Unemployed
24.664367
Suburban
Comprehensive
1
13
622
2
2022-04-15 15:21:39.094752
Poor
Yes
Rarely
Apartment
1,710
1,178,065
36
Male
29,097
Married
2
Master's
Unemployed
41.749666
Urban
Premium
1
18
null
2
2021-01-10 15:21:39.256696
Good
Yes
Monthly
House
805
1,178,066
32
Male
90,966
Married
0
High School
Employed
28.009816
Urban
Comprehensive
null
9
506
9
2019-08-27 15:21:39.237118
Poor
Yes
Weekly
House
111
1,178,067
37
Female
24,299
Divorced
1
Master's
Employed
42.024799
Suburban
Comprehensive
1
2
551
9
2019-12-23 15:21:39.289099
Average
No
Monthly
Apartment
742
1,178,068
63
Female
51,745
Divorced
2
PhD
null
37.274316
Urban
Premium
2
2
827
5
2022-04-20 15:21:39.096739
Poor
No
Daily
House
3,517
1,178,069
55
Female
null
Divorced
1
Master's
Employed
12.339217
Suburban
Premium
0
7
645
1
2021-01-16 15:21:39.286113
Average
Yes
Daily
Apartment
400
1,178,070
42
Male
45,308
Married
1
PhD
Self-Employed
38.965808
Rural
Comprehensive
null
5
696
9
2021-08-12 15:21:39.237118
Good
No
Weekly
Apartment
786
1,178,071
40
Female
6,433
Single
2
Bachelor's
null
12.351459
Suburban
Basic
1
8
476
9
2020-02-29 15:21:39.179186
Average
No
Monthly
Apartment
71
1,178,072
59
Female
67,574
Married
0
Master's
Unemployed
49.753057
Suburban
Comprehensive
null
16
626
3
2020-02-29 15:21:39.107553
Average
Yes
Daily
Condo
131
1,178,073
61
Female
61,514
Single
4
High School
Self-Employed
23.106831
Rural
Premium
1
5
324
3
2021-09-24 15:21:39.256696
Average
No
Rarely
Apartment
194
1,178,074
36
Female
39,726
Divorced
3
PhD
Self-Employed
25.898388
Rural
Premium
0
18
521
5
2020-08-18 15:21:39.155231
Average
Yes
Weekly
Apartment
539
1,178,075
21
Female
27,863
Divorced
2
Master's
Unemployed
23.293477
Rural
Comprehensive
0
5
625
3
2021-02-25 15:21:39.109552
Poor
Yes
Monthly
Apartment
903
1,178,076
54
Male
2,396
Single
3
Master's
Employed
28.233112
Urban
Premium
1
1
null
1
2021-01-16 15:21:39.204790
Poor
Yes
Weekly
Condo
134
1,178,077
31
Male
141,731
Divorced
2
PhD
Self-Employed
20.237906
Suburban
Premium
0
7
393
2
2021-04-19 15:21:39.132191
Poor
Yes
Weekly
Apartment
835
1,178,078
41
Female
16,084
Divorced
2
PhD
Employed
28.278066
Suburban
Comprehensive
1
2
616
8
2021-10-10 15:21:39.084065
Good
No
Weekly
Apartment
709
1,178,079
24
Male
57,954
Divorced
3
PhD
Employed
null
Suburban
Premium
2
2
787
5
2022-11-11 15:21:39.126661
Poor
No
Monthly
House
2,238
1,178,080
43
Female
26,273
Divorced
4
Bachelor's
Unemployed
14.33139
Urban
Comprehensive
null
9
null
4
2022-05-23 15:21:39.134960
Average
No
Rarely
Condo
1,236
1,178,081
59
Male
36,065
Single
2
High School
Unemployed
13.639461
Suburban
Basic
1
2
null
1
2021-04-17 15:21:39.171102
Good
Yes
Daily
Condo
1,270
1,178,082
22
Female
18,227
Single
4
PhD
Employed
14.125676
Urban
Comprehensive
0
19
353
7
2023-09-01 15:21:39.125660
Average
Yes
Rarely
House
746
1,178,083
45
Female
39,412
Single
null
Master's
Employed
40.190955
Urban
Basic
null
10
772
5
2023-11-25 15:21:39.266452
Good
No
Monthly
House
1,507
1,178,084
37
Male
7,981
Single
0
PhD
Self-Employed
14.078658
Urban
Comprehensive
null
19
751
2
2023-08-23 15:21:39.181605
Poor
No
Weekly
Apartment
943
1,178,085
48
Female
18,688
Single
0
High School
null
8.83949
Urban
Comprehensive
1
2
588
9
2022-07-15 15:21:39.164044
Poor
No
Rarely
Condo
748
1,178,086
42
Female
73,633
Single
1
Bachelor's
null
12.352123
Urban
Comprehensive
1
9
373
7
2023-07-07 15:21:39.192212
null
No
Weekly
Apartment
495
1,178,087
35
Female
26,981
Married
3
PhD
Unemployed
5.776556
Rural
Comprehensive
0
1
584
4
2023-11-02 15:21:39.126661
Average
No
Weekly
Apartment
29
1,178,088
49
Male
27,442
Divorced
3
Master's
Unemployed
20.879823
Urban
Basic
0
17
837
5
2023-10-30 15:21:39.228521
Average
No
Daily
House
631
1,178,089
22
Male
5,535
Divorced
null
PhD
Unemployed
32.513847
Suburban
Comprehensive
null
18
613
3
2024-02-06 15:21:39.255696
Poor
Yes
Daily
House
1,506
1,178,090
23
Male
6,483
Divorced
4
PhD
Employed
37.835254
Urban
Premium
null
10
587
4
2023-06-02 15:21:39.172097
Poor
No
Weekly
House
739
1,178,091
40
Male
42,653
Married
0
High School
Employed
27.785619
Rural
Premium
1
0
533
1
2022-12-20 15:21:39.093681
Good
Yes
Rarely
Condo
233
1,178,092
48
Female
6,577
Divorced
2
Master's
Employed
12.954731
Urban
Basic
null
11
710
2
2021-06-08 15:21:39.192212
Average
Yes
Monthly
House
736
1,178,093
41
Male
12,466
Single
null
PhD
Self-Employed
4.677779
Rural
Comprehensive
1
18
835
5
2023-05-09 15:21:39.285112
Good
No
Weekly
Apartment
1,111
1,178,094
56
Male
42,767
Divorced
4
Bachelor's
Unemployed
26.967334
Urban
Basic
0
14
699
7
2021-12-06 15:21:39.264504
Good
Yes
Rarely
Apartment
252
1,178,095
64
Female
132,530
Divorced
4
High School
null
43.936277
Suburban
Comprehensive
3
13
500
6
2022-02-24 15:21:39.285112
null
Yes
Rarely
House
991
1,178,096
25
Female
15,791
Married
3
High School
Self-Employed
20.10486
Suburban
Comprehensive
0
7
549
7
2023-11-11 15:21:39.285112
Poor
Yes
Daily
Condo
447
1,178,097
55
Male
116,684
Divorced
0
PhD
Employed
null
Rural
Premium
3
2
474
3
2024-06-11 15:21:39.222387
Good
Yes
Monthly
Apartment
1,170
1,178,098
49
Female
69,615
Married
4
Master's
Employed
41.017086
Urban
Basic
null
16
336
7
2023-06-22 15:21:39.166062
Average
No
Rarely
Condo
1,675
1,178,099
59
Female
15,983
Divorced
3
Bachelor's
null
null
Urban
Comprehensive
1
19
531
1
2021-11-18 15:21:39.091080
Good
Yes
Weekly
Condo
894