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
1,178,700
32
Male
76,955
Divorced
4
PhD
Employed
51.701422
Rural
Comprehensive
1
0
841
9
2023-01-01 15:21:39.183598
Poor
No
Rarely
Apartment
874
1,178,701
61
Female
96,810
Single
4
Master's
Unemployed
22.504923
Rural
Premium
null
17
356
2
2021-01-27 15:21:39.121169
Good
Yes
Weekly
House
730
1,178,702
54
Female
44,637
Married
4
Bachelor's
Unemployed
47.658435
Urban
Premium
3
3
742
7
2024-04-02 15:21:39.252145
Good
Yes
Weekly
Apartment
1,051
1,178,703
37
Male
22,655
Divorced
4
Master's
null
18.827246
Rural
Comprehensive
null
13
713
6
2023-09-27 15:21:39.285112
Good
No
Weekly
Condo
1,634
1,178,704
22
Female
583
Married
3
Bachelor's
Employed
26.127615
Suburban
Premium
1
6
712
6
2022-01-06 15:21:39.155231
Average
No
Monthly
House
366
1,178,705
25
Male
19,965
Single
4
Master's
null
22.582287
Suburban
Premium
1
8
797
5
2020-08-21 15:21:39.155231
Good
Yes
Weekly
Condo
1,318
1,178,706
40
Female
8,098
Married
3
High School
null
11.919289
Urban
Premium
null
15
731
3
2020-01-24 15:21:39.155231
Average
Yes
Weekly
Condo
729
1,178,707
42
Male
35
Divorced
null
Master's
Unemployed
14.486771
Suburban
Comprehensive
null
3
562
9
2020-06-28 15:21:39.107553
Good
No
Rarely
Condo
1,507
1,178,708
21
Male
5,091
Married
3
PhD
null
null
Suburban
Premium
null
3
848
2
2022-10-20 15:21:39.150730
Poor
No
Weekly
Condo
2,419
1,178,709
42
Male
19,487
Married
0
PhD
Employed
30.846296
Rural
Comprehensive
0
2
382
5
2024-03-21 15:21:39.211806
Average
No
Monthly
House
1,943
1,178,710
36
Female
86,717
Married
2
High School
null
28.067465
Urban
Comprehensive
1
16
843
6
2022-10-21 15:21:39.250151
Good
No
Rarely
Apartment
430
1,178,711
60
Female
7,981
Married
2
Bachelor's
null
20.566576
Suburban
Basic
null
0
841
7
2020-03-26 15:21:39.126661
Average
Yes
Daily
House
749
1,178,712
30
Male
49,866
Divorced
0
Bachelor's
null
34.734949
Rural
Comprehensive
null
19
492
7
2022-04-13 15:21:39.108562
Average
Yes
Rarely
Condo
26
1,178,713
22
Male
2,861
Single
4
PhD
Employed
3.370086
Urban
Comprehensive
null
10
645
3
2023-03-16 15:21:39.260856
null
No
Monthly
Apartment
228
1,178,714
60
Female
738
Married
4
High School
Employed
38.588402
Urban
Basic
1
15
471
8
2021-12-17 15:21:39.120168
Good
No
Daily
Apartment
707
1,178,715
46
Male
48,855
Single
0
High School
null
41.555637
Urban
Comprehensive
1
14
363
9
2024-01-15 15:21:39.210805
Poor
Yes
Daily
Condo
2,913
1,178,716
22
Female
8,054
Single
null
PhD
Employed
28.908653
Urban
Basic
0
19
482
2
2020-11-04 15:21:39.237118
Good
No
Rarely
House
774
1,178,717
34
Female
6,911
Single
null
PhD
Unemployed
17.524536
Suburban
Premium
null
8
637
7
2020-07-14 15:21:39.172097
Average
No
Daily
Condo
1,969
1,178,718
48
Male
25,309
Married
2
High School
Self-Employed
21.928256
Suburban
Basic
2
12
null
8
2024-05-08 15:21:39.154008
Poor
No
Rarely
Condo
1,620
1,178,719
62
Male
42,087
Married
1
Master's
null
35.819477
Suburban
Comprehensive
null
1
787
9
2023-06-06 15:21:39.102694
Average
Yes
Daily
House
649
1,178,720
42
Female
6,095
Single
2
Bachelor's
null
29.374214
Suburban
Basic
0
6
739
4
2023-03-26 15:21:39.167099
Average
Yes
Weekly
House
1,229
1,178,721
63
Female
18,297
Single
3
Bachelor's
Unemployed
26.792458
Urban
Basic
null
18
845
3
2021-06-21 15:21:39.235012
Average
Yes
Monthly
Condo
2,913
1,178,722
51
Male
142,975
Single
0
Master's
null
28.912486
Suburban
Basic
1
19
696
8
2021-02-10 15:21:39.155231
Good
No
Rarely
House
262
1,178,723
23
Male
18,794
Divorced
2
PhD
Employed
17.274748
Rural
Premium
3
6
null
7
2023-09-29 15:21:39.290098
Average
Yes
Weekly
Condo
959
1,178,724
63
Male
16,272
Married
2
Master's
Self-Employed
17.952427
Rural
Basic
0
6
null
5
2024-01-03 15:21:39.289099
Good
Yes
Monthly
Apartment
627
1,178,725
57
Female
37,606
Married
0
PhD
Unemployed
8.097879
Suburban
Premium
null
15
607
4
2023-01-03 15:21:39.190215
Good
Yes
Monthly
House
1,591
1,178,726
59
Male
21,682
Married
1
PhD
null
30.71517
Rural
Comprehensive
1
14
null
2
2024-08-05 15:21:39.202448
Average
No
Daily
House
73
1,178,727
26
Female
null
Single
0
Bachelor's
Employed
20.858991
Urban
Comprehensive
3
3
783
3
2023-07-08 15:21:39.148733
Average
Yes
Weekly
House
391
1,178,728
55
Female
10,876
Single
1
Master's
null
48.611196
Rural
Premium
null
13
708
3
2021-07-24 15:21:39.151732
Good
No
Monthly
Condo
3,983
1,178,729
47
Female
10,850
Married
4
Master's
Unemployed
30.263337
Rural
Basic
null
17
461
7
2024-01-18 15:21:39.254678
Good
No
Rarely
House
919
1,178,730
46
Male
30,475
Single
0
Bachelor's
Employed
20.040958
Rural
Premium
1
16
771
6
2020-02-27 15:21:39.152732
Poor
Yes
Monthly
House
556
1,178,731
44
Male
44,978
Divorced
2
PhD
Self-Employed
51.681147
Rural
Comprehensive
0
13
773
6
2022-11-18 15:21:39.218388
Good
Yes
Rarely
Condo
1,502
1,178,732
34
Female
29,793
Single
2
Bachelor's
Employed
null
Suburban
Premium
null
12
776
9
2024-04-01 15:21:39.237118
Average
Yes
Daily
Condo
542
1,178,733
59
Male
31,267
Single
4
PhD
Self-Employed
31.637755
Urban
Comprehensive
null
0
null
1
2021-10-13 15:21:39.169102
Average
Yes
Rarely
Apartment
656
1,178,734
30
Female
11,910
Divorced
1
Bachelor's
Employed
36.702944
Suburban
Basic
null
16
471
6
2021-06-02 15:21:39.086123
Poor
Yes
Weekly
Apartment
1,380
1,178,735
24
Male
2,688
Single
null
PhD
null
45.506823
Suburban
Basic
1
15
562
2
2023-03-03 15:21:39.170099
Good
Yes
Rarely
Apartment
2,456
1,178,736
60
Male
43,978
Divorced
3
Bachelor's
Self-Employed
21.412899
Urban
Basic
null
0
null
2
2024-07-08 15:21:39.246098
Good
Yes
Monthly
Condo
847
1,178,737
26
Female
29,702
Single
4
Master's
Self-Employed
37.096613
Suburban
Comprehensive
null
0
642
8
2020-11-13 15:21:39.079128
Poor
Yes
Rarely
Apartment
523
1,178,738
23
Female
36,226
Single
3
Master's
Unemployed
6.398525
Rural
Premium
1
7
709
1
2023-08-26 15:21:39.254678
Average
Yes
Daily
House
1,705
1,178,739
46
Male
15,123
Divorced
2
PhD
null
30.717532
Urban
Basic
null
14
704
4
2022-09-02 15:21:39.237118
Average
No
Rarely
House
1,809
1,178,740
40
Female
714
Divorced
1
Bachelor's
Employed
29.622298
Rural
Premium
2
11
765
9
2024-02-17 15:21:39.134960
Average
Yes
Daily
Apartment
609
1,178,741
45
Female
5,818
Single
2
High School
Self-Employed
18.743997
Urban
Basic
0
6
608
3
2020-09-29 15:21:39.092127
Poor
Yes
Rarely
Apartment
1,199
1,178,742
46
Female
11,414
Single
4
High School
Employed
32.814158
Suburban
Basic
0
19
523
5
2022-05-14 15:21:39.226954
Good
Yes
Rarely
Condo
2,822
1,178,743
34
Female
9,092
Married
3
High School
Employed
16.839667
Urban
Comprehensive
null
5
634
5
2020-09-30 15:21:39.223901
Good
No
Rarely
Apartment
846
1,178,744
33
Male
40,262
Married
1
PhD
Unemployed
null
Rural
Basic
null
13
null
1
2024-07-24 15:21:39.082499
Good
No
Daily
Condo
1,738
1,178,745
47
Male
50,862
Married
1
Bachelor's
null
45.267656
Rural
Premium
0
11
null
6
2023-08-02 15:21:39.214388
Average
Yes
Rarely
House
130
1,178,746
43
Female
24,962
Single
2
PhD
Employed
22.052727
Suburban
Comprehensive
3
0
775
5
2022-01-11 15:21:39.102694
Poor
No
Daily
House
757
1,178,747
41
Female
61,791
Married
4
PhD
Employed
20.938594
Urban
Basic
null
1
378
8
2020-09-14 15:21:39.237118
Good
No
Daily
Apartment
596
1,178,748
30
Female
57,303
Divorced
4
Master's
null
34.882308
Suburban
Premium
null
10
332
1
2021-08-30 15:21:39.094752
Good
Yes
Monthly
House
1,031
1,178,749
55
Male
83,552
Divorced
2
Bachelor's
Unemployed
12.846348
Urban
Basic
4
0
383
5
2019-11-30 15:21:39.090124
null
No
Monthly
House
1,664
1,178,750
57
Male
6,895
Divorced
2
High School
Employed
7.715964
Rural
Premium
0
17
null
8
2022-04-05 15:21:39.210805
Good
No
Daily
Apartment
1,243
1,178,751
64
Male
55,494
Married
0
Master's
Self-Employed
40.177529
Urban
Comprehensive
2
5
411
6
2024-07-05 15:21:39.079128
Average
No
Weekly
Apartment
1,101
1,178,752
64
Female
130,250
Single
1
Bachelor's
null
51.828534
Suburban
Comprehensive
null
16
315
4
2020-11-05 15:21:39.150730
Poor
Yes
Rarely
Condo
3,986
1,178,753
18
Female
13,591
Married
2
PhD
Self-Employed
48.76413
Suburban
Premium
0
16
null
2
2021-06-12 15:21:39.108562
Average
No
Weekly
Condo
647
1,178,754
61
Female
11,373
Divorced
4
PhD
Employed
40.339733
Rural
Basic
1
1
604
7
2023-10-01 15:21:39.244069
Poor
Yes
Daily
Apartment
81
1,178,755
46
Male
18,116
Single
2
Bachelor's
Unemployed
23.559735
Rural
Comprehensive
0
5
null
8
2022-02-04 15:21:39.155231
Average
Yes
Daily
House
126
1,178,756
null
Male
4,087
null
0
PhD
Self-Employed
21.140966
Urban
Comprehensive
1
4
613
4
2024-03-04 15:21:39.198406
Good
No
Rarely
Condo
2,064
1,178,757
37
Male
1,438
Married
2
Master's
null
51.987033
Rural
Comprehensive
1
14
531
2
2021-11-18 15:21:39.155231
Poor
No
Weekly
Apartment
1,025
1,178,758
49
Male
62,499
Married
3
High School
Employed
32.917448
Rural
Basic
0
13
446
2
2022-04-13 15:21:39.092127
Average
No
Weekly
Condo
1,563
1,178,759
23
Female
108,768
Single
2
Bachelor's
Employed
51.359712
Rural
Comprehensive
1
9
411
9
2024-05-01 15:21:39.126661
Poor
Yes
Daily
Apartment
1,218
1,178,760
23
Male
19,188
Divorced
3
High School
Self-Employed
20.917513
Rural
Basic
null
16
773
1
2020-11-20 15:21:39.132191
Good
Yes
Weekly
House
1,405
1,178,761
43
Female
11,908
Single
4
Master's
Self-Employed
39.456314
Rural
Premium
0
2
493
7
2023-09-26 15:21:39.155231
Good
No
Monthly
Condo
3,356
1,178,762
30
Male
48,795
Single
4
Master's
Employed
6.673822
Rural
Basic
0
13
699
6
2024-04-30 15:21:39.093681
Poor
No
Rarely
Apartment
152
1,178,763
59
Male
1,957
Married
4
High School
Self-Employed
47.804743
Suburban
Basic
null
1
389
3
2020-02-21 15:21:39.094752
Average
Yes
Monthly
Condo
669
1,178,764
59
Male
126,584
Single
0
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
11
null
1
2023-04-30 15:21:39.106582
Average
No
Weekly
Apartment
2,457
1,178,765
51
Male
20,894
Married
4
Master's
Unemployed
38.766835
Rural
Premium
1
18
641
1
2021-09-02 15:21:39.134960
Average
Yes
Monthly
House
733
1,178,766
47
Male
114,078
Single
0
High School
Unemployed
null
Rural
Comprehensive
0
12
705
4
2022-05-19 15:21:39.155231
Poor
Yes
Weekly
Apartment
33
1,178,767
59
Male
null
Divorced
null
PhD
Employed
11.858687
Urban
Premium
0
18
452
1
2021-06-29 15:21:39.252145
Average
Yes
Rarely
House
30
1,178,768
64
Female
12,943
Married
3
PhD
Unemployed
32.867153
Urban
Premium
null
10
null
9
2020-07-18 15:21:39.258696
Average
No
Weekly
Apartment
831
1,178,769
54
Male
3,799
Divorced
3
Master's
null
45.845744
Suburban
Basic
null
11
436
6
2022-10-31 15:21:39.255696
Poor
No
Monthly
House
1,136
1,178,770
62
Female
7,009
Single
3
PhD
null
21.37763
Rural
Comprehensive
null
4
824
5
2024-06-04 15:21:39.133866
Average
Yes
Daily
House
351
1,178,771
63
Female
24,892
Single
4
High School
null
28.636139
Urban
Comprehensive
1
11
653
5
2024-07-18 15:21:39.226954
Poor
No
Rarely
House
1,753
1,178,772
28
Male
4,260
Divorced
2
Master's
null
26.928345
Suburban
Basic
2
14
364
7
2023-11-11 15:21:39.171102
Good
Yes
Daily
House
1,007
1,178,773
41
Male
46,481
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
1
4
null
2
2022-03-04 15:21:39.194829
Average
No
Daily
Condo
2,471
1,178,774
21
Male
48,567
Single
4
Master's
Self-Employed
29.697821
Rural
Basic
2
6
null
4
2022-08-07 15:21:39.237118
Poor
No
Rarely
Condo
2,196
1,178,775
51
Female
4,909
Married
4
High School
Unemployed
39.547487
Suburban
Comprehensive
3
15
441
3
2020-11-28 15:21:39.090124
Poor
No
Monthly
Apartment
1,548
1,178,776
51
Male
37,276
Married
2
Bachelor's
Unemployed
19.527623
Suburban
Premium
0
4
507
4
2024-04-19 15:21:39.149731
Average
Yes
Rarely
House
1,024
1,178,777
58
Female
10,078
Divorced
0
PhD
Unemployed
41.697879
Rural
Basic
1
9
518
3
2019-12-10 15:21:39.134960
Poor
Yes
Daily
House
1,012
1,178,778
51
Male
4,025
Divorced
1
High School
null
24.637151
Rural
Premium
1
18
588
8
2022-07-21 15:21:39.254678
Poor
Yes
Daily
Apartment
4,274
1,178,779
44
Female
90,149
Single
0
Bachelor's
Self-Employed
11.958494
Urban
Basic
null
17
692
3
2020-07-10 15:21:39.209847
Poor
Yes
Weekly
Apartment
4,764
1,178,780
51
Male
34,991
Single
1
Bachelor's
null
11.764256
Suburban
Premium
1
3
null
9
2020-03-04 15:21:39.264504
Poor
No
Rarely
House
2,289
1,178,781
47
Female
37,389
Married
2
PhD
Employed
28.501945
Urban
Comprehensive
null
12
754
1
2024-05-13 15:21:39.205850
Average
No
Rarely
Condo
1,237
1,178,782
22
Female
18,405
Married
3
Master's
Employed
37.98957
Urban
Premium
0
14
614
7
2022-09-05 15:21:39.134960
Good
No
Monthly
Condo
641
1,178,783
19
Male
17,058
Single
1
Master's
Self-Employed
19.012619
Suburban
Basic
0
19
635
2
2021-10-02 15:21:39.087123
Average
No
Rarely
House
1,014
1,178,784
57
Male
122,440
Married
4
High School
Employed
50.685736
Rural
Premium
null
15
457
9
2022-05-05 15:21:39.237118
Average
Yes
Rarely
Apartment
1,138
1,178,785
49
Male
42,801
Married
0
Master's
Employed
32.177008
Suburban
Basic
null
0
749
4
2022-07-16 15:21:39.118178
Poor
No
Monthly
Apartment
1,619
1,178,786
44
Female
null
Single
3
High School
Self-Employed
23.928688
Rural
Comprehensive
0
8
525
1
2022-04-28 15:21:39.256696
Poor
Yes
Rarely
Apartment
132
1,178,787
28
Female
6,604
Married
1
High School
null
30.69095
Urban
Basic
0
3
null
4
2022-12-14 15:21:39.237118
Average
No
Rarely
House
213
1,178,788
34
Female
117,440
Married
3
High School
Self-Employed
11.756521
Urban
Premium
1
15
326
6
2021-01-20 15:21:39.207847
Average
No
Rarely
Condo
1,151
1,178,789
45
Female
28,650
Married
0
Bachelor's
Self-Employed
8.474821
Urban
Basic
0
13
617
3
2022-05-27 15:21:39.175719
Average
No
Weekly
House
1,073
1,178,790
36
Male
4,633
Married
4
High School
Unemployed
18.267558
Rural
Premium
null
14
415
4
2020-09-23 15:21:39.130190
Average
Yes
Rarely
Condo
703
1,178,791
56
Female
null
Single
2
PhD
Employed
30.934005
Urban
Basic
2
0
603
2
2020-07-02 15:21:39.183598
Good
No
Daily
Condo
115
1,178,792
23
Male
53,465
Single
1
Master's
Employed
50.94091
Urban
Comprehensive
1
15
472
8
2022-10-28 15:21:39.271453
Good
Yes
Daily
House
447
1,178,793
36
Male
55,389
Single
1
PhD
Employed
28.023461
Urban
Comprehensive
1
12
347
9
2023-08-13 15:21:39.155231
Good
Yes
Weekly
Condo
619
1,178,794
31
Male
68,864
Divorced
3
Master's
null
17.441944
Urban
Premium
1
8
314
7
2021-10-21 15:21:39.155231
Average
No
Weekly
Condo
1,247
1,178,795
24
Male
678
Married
2
Master's
null
45.934305
Urban
Basic
2
8
712
8
2024-01-18 15:21:39.167099
null
No
Monthly
House
1,061
1,178,796
50
Male
25,168
Divorced
4
High School
null
null
Urban
Premium
null
9
555
8
2021-06-18 15:21:39.155231
null
Yes
Rarely
House
715
1,178,797
33
Female
8,891
Married
1
High School
Self-Employed
26.724615
Suburban
Comprehensive
0
16
725
8
2022-01-02 15:21:39.107553
Good
Yes
Rarely
House
865
1,178,798
58
Female
44,715
Single
0
PhD
Unemployed
24.827057
Urban
Premium
0
0
807
8
2019-11-08 15:21:39.254678
Poor
Yes
Rarely
House
1,803
1,178,799
49
Female
61,815
Single
3
High School
null
10.848615
Rural
Comprehensive
1
10
721
6
2020-01-30 15:21:39.237118
Good
Yes
Rarely
Condo
182