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
1,181,500
21
Female
24,897
Married
0
Bachelor's
Self-Employed
8.501948
Urban
Premium
2
15
534
8
2020-10-28 15:21:39.088124
Poor
No
Rarely
House
923
1,181,501
50
Female
39,155
Single
0
Bachelor's
null
44.671164
Suburban
Premium
null
17
431
5
2021-02-11 15:21:39.090124
Poor
No
Rarely
Apartment
795
1,181,502
64
Male
35,008
Single
0
Master's
Employed
19.817018
Rural
Basic
null
1
323
5
2023-07-10 15:21:39.126661
Poor
Yes
Daily
Apartment
2,824
1,181,503
23
Male
17,554
Single
0
PhD
Unemployed
37.867192
Urban
Basic
null
16
732
1
2019-09-13 15:21:39.155231
Average
No
Rarely
House
476
1,181,504
58
Female
5,531
Married
3
Master's
Employed
35.764464
Suburban
Premium
0
4
646
6
2020-10-16 15:21:39.155231
Good
No
Daily
Condo
1,177
1,181,505
28
Female
26,355
Single
1
PhD
null
28.05555
Suburban
Premium
null
7
null
2
2023-04-06 15:21:39.263607
Poor
No
Weekly
Apartment
1,270
1,181,506
22
Male
50,505
Divorced
4
Master's
null
28.59613
Urban
Basic
0
16
728
4
2021-08-01 15:21:39.133866
Average
Yes
Daily
Apartment
50
1,181,507
56
Female
6,744
Divorced
4
PhD
Unemployed
46.826308
Rural
Premium
null
0
551
8
2024-01-10 15:21:39.221386
Good
No
Monthly
Condo
2,588
1,181,508
25
Female
23,713
Single
1
PhD
Self-Employed
20.662172
Urban
Comprehensive
null
5
791
8
2023-05-31 15:21:39.173834
Poor
No
Weekly
House
178
1,181,509
53
Female
3,853
Single
0
Bachelor's
Unemployed
8.8709
Rural
Basic
null
3
728
9
2020-04-09 15:21:39.082499
Good
No
Rarely
Apartment
2,217
1,181,510
26
Female
7,092
Single
0
PhD
Employed
26.025905
Urban
Basic
0
16
831
9
2021-09-02 15:21:39.085129
Average
No
Daily
House
181
1,181,511
59
Female
46,460
Married
1
PhD
Unemployed
46.539684
Suburban
Comprehensive
3
15
437
5
2023-02-08 15:21:39.192212
Average
No
Daily
Condo
1,152
1,181,512
62
Female
88,430
Married
null
Master's
Unemployed
16.917302
Rural
Basic
null
3
439
4
2022-08-27 15:21:39.273973
Good
No
Weekly
Condo
1,683
1,181,513
58
Male
91,615
Divorced
null
Master's
Employed
32.509623
Urban
Premium
null
4
705
7
2020-09-21 15:21:39.155231
null
Yes
Monthly
Apartment
2,056
1,181,514
60
Female
63,906
Single
3
High School
Employed
36.734886
Suburban
Comprehensive
3
10
549
3
2023-05-19 15:21:39.209847
Good
Yes
Monthly
Apartment
20
1,181,515
25
Male
77,576
Divorced
3
Master's
Unemployed
40.615218
Suburban
Premium
2
1
487
8
2021-04-17 15:21:39.244069
Poor
Yes
Weekly
Condo
431
1,181,516
39
Male
131,788
Married
4
Bachelor's
null
7.547696
Suburban
Comprehensive
null
4
468
2
2022-02-20 15:21:39.124659
Good
No
Weekly
House
2,262
1,181,517
57
Female
14,891
Single
4
Master's
Self-Employed
29.667849
Urban
Comprehensive
2
14
424
4
2020-11-26 15:21:39.155231
Average
No
Rarely
Apartment
1,553
1,181,518
27
Female
9,082
Single
2
Bachelor's
null
41.414737
Rural
Premium
2
19
836
8
2023-05-21 15:21:39.155231
Poor
Yes
Rarely
Condo
690
1,181,519
44
Male
27,863
Divorced
4
Bachelor's
Self-Employed
9.890382
Rural
Premium
0
10
607
1
2022-03-18 15:21:39.237118
Average
Yes
Monthly
House
695
1,181,520
58
Male
66,122
Married
4
High School
Employed
34.190638
Urban
Basic
2
0
706
4
2021-09-21 15:21:39.097737
Poor
Yes
Daily
House
2,291
1,181,521
43
Male
123,496
Divorced
2
Master's
null
null
Rural
Comprehensive
2
18
656
2
2024-05-26 15:21:39.086123
Average
No
Weekly
Condo
2,356
1,181,522
34
Female
16,961
Married
4
Master's
null
null
Suburban
Basic
1
1
393
7
2024-03-21 15:21:39.261856
Poor
No
Weekly
Apartment
1,117
1,181,523
19
Female
116,364
Single
2
Master's
Employed
34.371672
Suburban
Premium
2
16
381
3
2024-05-02 15:21:39.194829
Average
No
Monthly
Condo
225
1,181,524
60
Female
37,984
Married
1
PhD
Unemployed
29.009131
Rural
Premium
null
1
582
1
2021-06-26 15:21:39.100695
Poor
No
Rarely
Condo
154
1,181,525
34
Male
33,546
Married
1
Master's
Unemployed
35.836315
Urban
Basic
1
4
null
9
2022-02-05 15:21:39.112553
Poor
Yes
Rarely
House
1,617
1,181,526
48
Male
27,991
Married
1
High School
null
19.037206
Suburban
Basic
1
19
654
3
2020-07-24 15:21:39.097737
Average
No
Daily
Condo
959
1,181,527
35
Female
43,940
Single
2
Master's
Employed
36.876034
Urban
Premium
null
9
null
2
2024-01-06 15:21:39.134960
Average
No
Rarely
Condo
726
1,181,528
null
Male
12,515
Single
3
Master's
Employed
22.149899
Urban
Basic
null
12
602
6
2023-06-20 15:21:39.209847
Average
Yes
Daily
Condo
1,216
1,181,529
43
Male
140,611
Married
null
High School
Self-Employed
31.72092
Urban
Premium
2
13
784
1
2021-11-18 15:21:39.228521
Poor
No
Daily
Condo
394
1,181,530
33
Male
32,005
Married
1
High School
Unemployed
39.293436
Rural
Comprehensive
0
6
null
6
2022-04-25 15:21:39.256696
Poor
Yes
Weekly
House
572
1,181,531
53
Male
8,814
Married
1
PhD
null
4.497858
Suburban
Basic
2
1
517
7
2022-04-10 15:21:39.209847
Good
Yes
Monthly
House
829
1,181,532
28
Male
73,533
Married
1
PhD
Unemployed
24.967892
Urban
Basic
1
18
549
3
2020-03-27 15:21:39.186212
Good
Yes
Rarely
House
48
1,181,533
62
Female
10,891
Married
4
Master's
Employed
22.936116
Urban
Premium
1
10
731
6
2023-04-22 15:21:39.259788
Poor
Yes
Daily
Condo
1,043
1,181,534
60
Male
4,912
Single
1
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
4
703
6
2019-10-22 15:21:39.090124
Poor
No
Weekly
Condo
615
1,181,535
22
Male
20,897
Divorced
1
Bachelor's
Self-Employed
38.011489
Rural
Basic
0
8
null
3
2021-09-24 15:21:39.082499
Average
Yes
Daily
Apartment
1,236
1,181,536
42
Male
24,959
Married
1
High School
Employed
24.955133
Urban
Premium
null
10
684
8
2020-09-23 15:21:39.219432
Good
Yes
Rarely
House
333
1,181,537
64
Female
96,672
Divorced
1
Bachelor's
null
12.636534
Suburban
Basic
1
8
431
7
2022-05-01 15:21:39.251142
Good
No
Monthly
House
742
1,181,538
37
Male
5,857
Married
1
Master's
Unemployed
10.47264
Suburban
Comprehensive
2
2
711
2
2022-04-06 15:21:39.205850
Poor
No
Daily
Apartment
479
1,181,539
59
Female
17,861
Single
3
High School
Unemployed
27.094555
Rural
Basic
null
11
null
7
2023-12-07 15:21:39.184157
Good
No
Weekly
Condo
1,791
1,181,540
31
Female
16,097
null
2
Bachelor's
null
19.367519
Suburban
Premium
null
4
null
1
2022-03-01 15:21:39.186212
Average
No
Rarely
Apartment
515
1,181,541
31
Female
25,622
Single
0
PhD
null
17.876008
Suburban
Basic
1
8
null
7
2024-03-04 15:21:39.259788
Good
No
Monthly
House
502
1,181,542
28
Female
5,873
Married
3
Bachelor's
null
21.056596
Suburban
Premium
1
4
538
7
2022-11-12 15:21:39.246098
Average
Yes
Weekly
House
809
1,181,543
18
Female
44,629
Divorced
2
Master's
Employed
7.519724
Rural
Premium
null
12
670
9
2022-12-17 15:21:39.251142
Poor
Yes
Weekly
Condo
437
1,181,544
54
Male
18,609
Single
null
Bachelor's
Employed
18.566861
Suburban
Comprehensive
1
18
null
4
2024-01-02 15:21:39.237118
Poor
No
Weekly
Condo
1,483
1,181,545
32
Female
14,082
Married
4
Master's
Unemployed
25.512938
Suburban
Basic
0
18
843
3
2020-05-03 15:21:39.167099
Average
No
Monthly
House
1,057
1,181,546
34
Male
123,499
Single
0
Master's
Unemployed
29.417618
Urban
Basic
2
19
330
4
2023-06-21 15:21:39.246098
Good
No
Monthly
Condo
781
1,181,547
63
Male
16,076
Married
3
Bachelor's
null
46.783304
Urban
Basic
0
9
326
1
2024-02-17 15:21:39.222387
Poor
Yes
Monthly
Condo
3,199
1,181,548
30
Female
38,791
Single
2
Master's
Self-Employed
46.077163
Urban
Premium
null
10
707
5
2020-02-02 15:21:39.134960
Good
No
Weekly
Condo
534
1,181,549
60
Male
72,748
null
1
High School
Employed
13.087379
Urban
Comprehensive
null
17
496
5
2023-07-20 15:21:39.155231
Average
Yes
Rarely
Condo
1,207
1,181,550
31
Male
80,534
Married
1
High School
Unemployed
13.924867
Urban
Premium
0
13
null
2
2022-12-24 15:21:39.237118
Good
Yes
Monthly
Condo
217
1,181,551
20
Male
18,307
Divorced
3
High School
Self-Employed
10.09838
Suburban
Premium
1
16
513
9
2020-08-18 15:21:39.096739
Good
No
Rarely
Condo
1,158
1,181,552
34
Female
6,719
Divorced
2
Bachelor's
Employed
29.354844
Rural
Premium
2
11
null
1
2020-09-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
405
1,181,553
30
Male
39,593
Married
3
PhD
Employed
9.675826
Rural
Basic
2
7
722
3
2023-02-22 15:21:39.192212
Poor
No
Weekly
Apartment
1,089
1,181,554
58
Male
14,912
Married
1
Master's
Self-Employed
6.181893
Suburban
Comprehensive
0
0
531
3
2023-03-04 15:21:39.244069
Poor
No
Weekly
Condo
293
1,181,555
31
Female
31,003
Divorced
4
Master's
Employed
null
Suburban
Comprehensive
null
9
653
4
2022-03-15 15:21:39.155231
null
No
Rarely
Apartment
881
1,181,556
62
Male
17,091
Married
1
High School
Employed
25.987838
Urban
Premium
2
8
734
6
2020-12-31 15:21:39.282785
Good
No
Monthly
House
1,781
1,181,557
51
Female
89,918
Divorced
null
Master's
null
22.547879
Suburban
Premium
1
13
391
9
2023-03-08 15:21:39.177724
Poor
No
Weekly
Apartment
1,109
1,181,558
45
Female
3,399
Single
3
PhD
null
29.574834
Urban
Comprehensive
0
1
494
3
2023-06-08 15:21:39.133866
Poor
Yes
Rarely
Condo
2,474
1,181,559
25
Female
7,874
Divorced
0
PhD
null
12.597551
Urban
Premium
null
18
null
1
2022-10-25 15:21:39.114118
Good
Yes
Daily
Condo
690
1,181,560
20
Female
120,530
Single
3
High School
Self-Employed
11.164902
Rural
Comprehensive
null
15
659
5
2019-08-20 15:21:39.107553
Poor
No
Rarely
Condo
397
1,181,561
33
Female
16,325
Married
null
Bachelor's
Self-Employed
33.826741
Rural
Premium
0
17
707
4
2019-10-17 15:21:39.226954
Poor
Yes
Rarely
Apartment
39
1,181,562
57
Female
17,861
Single
0
Bachelor's
Employed
17.834904
Urban
Comprehensive
0
6
372
2
2023-05-14 15:21:39.283783
Good
No
Monthly
Apartment
774
1,181,563
48
Male
2,570
Divorced
4
Bachelor's
Self-Employed
31.416859
Urban
Comprehensive
1
0
834
8
2020-02-14 15:21:39.120168
null
Yes
Monthly
House
627
1,181,564
38
Male
18,297
Married
null
PhD
Self-Employed
49.737223
Urban
Premium
null
14
823
5
2023-05-27 15:21:39.126661
Good
No
Weekly
Condo
2,113
1,181,565
38
Male
806
Married
1
High School
null
null
Suburban
Comprehensive
1
2
629
6
2024-01-22 15:21:39.207847
Poor
No
Weekly
Condo
705
1,181,566
40
Female
26,985
Married
2
Master's
Unemployed
38.015902
Suburban
Premium
3
0
658
7
2022-01-20 15:21:39.216387
Average
Yes
Weekly
Apartment
513
1,181,567
19
Female
538
Single
1
High School
Unemployed
12.185551
Suburban
Comprehensive
1
4
832
5
2024-01-18 15:21:39.098696
Poor
No
Daily
Condo
40
1,181,568
64
Female
73,089
Married
null
High School
null
12.606095
Rural
Basic
null
18
742
4
2019-10-28 15:21:39.134960
Good
Yes
Weekly
Apartment
119
1,181,569
20
Male
5,857
Married
null
Bachelor's
Employed
40.271837
Suburban
Premium
0
5
573
1
2021-08-01 15:21:39.192212
Good
No
Monthly
House
1,812
1,181,570
48
Female
44,773
Married
1
PhD
Self-Employed
5.926856
Rural
Comprehensive
0
12
708
7
2023-04-18 15:21:39.237118
Poor
Yes
Monthly
Condo
1,302
1,181,571
63
Female
16,358
Divorced
null
Master's
null
14.904696
Urban
Premium
1
12
733
6
2020-01-19 15:21:39.099739
Good
Yes
Daily
Condo
1,004
1,181,572
54
Female
23,745
Single
4
Master's
Self-Employed
16.368325
Urban
Premium
null
13
526
5
2022-07-26 15:21:39.282785
Good
No
Daily
Apartment
740
1,181,573
23
Male
109,310
null
4
High School
null
37.934683
Urban
Comprehensive
2
15
546
4
2022-07-26 15:21:39.155231
Average
Yes
Weekly
Condo
3,156
1,181,574
null
Female
8,350
Married
3
PhD
null
13.80933
Urban
Comprehensive
0
18
713
5
2024-02-01 15:21:39.177724
Good
No
Monthly
Apartment
1,046
1,181,575
46
Male
10,852
Single
4
Bachelor's
Employed
24.717065
Rural
Basic
null
18
665
8
2021-11-14 15:21:39.268507
Poor
No
Daily
Condo
1,088
1,181,576
21
Female
10,892
Single
4
High School
Unemployed
22.567189
Urban
Premium
null
8
830
6
2022-06-30 15:21:39.237118
Poor
Yes
Daily
House
781
1,181,577
50
Female
3,765
Divorced
1
PhD
null
31.14703
Rural
Basic
0
5
447
9
2021-09-08 15:21:39.155231
Average
No
Weekly
Apartment
1,282
1,181,578
44
Female
2,924
Married
3
Bachelor's
null
28.868721
Rural
Basic
2
1
670
1
2021-07-13 15:21:39.182597
Average
Yes
Monthly
Apartment
506
1,181,579
34
Female
16,582
Married
4
High School
Employed
null
Rural
Basic
2
19
571
4
2019-12-11 15:21:39.134960
Average
No
Monthly
Apartment
1,755
1,181,580
61
Female
30,444
Divorced
4
High School
Employed
22.443544
Suburban
Basic
2
9
703
7
2020-05-12 15:21:39.256696
Poor
No
Daily
Condo
381
1,181,581
58
Male
29,055
Married
4
High School
Unemployed
20.784718
Urban
Basic
1
19
551
4
2020-08-30 15:21:39.155231
Average
Yes
Rarely
House
34
1,181,582
43
Female
3,858
Divorced
1
Bachelor's
Employed
12.581366
Rural
Premium
2
13
null
5
2020-11-02 15:21:39.289099
Average
No
Weekly
Apartment
2,519
1,181,583
56
Male
35
Single
2
Master's
null
13.907182
Suburban
Comprehensive
null
12
553
3
2020-11-30 15:21:39.134960
Poor
Yes
Rarely
Condo
2,145
1,181,584
23
Female
5,058
Single
null
Master's
Unemployed
4.087344
Rural
Comprehensive
0
8
453
7
2020-06-15 15:21:39.097737
Average
No
Weekly
Condo
545
1,181,585
43
Female
899
Divorced
4
Master's
null
25.865355
Suburban
Comprehensive
null
17
302
9
2023-09-25 15:21:39.123711
Good
Yes
Monthly
Apartment
2,663
1,181,586
64
Male
117,143
Divorced
2
PhD
Employed
26.284881
Rural
Comprehensive
1
4
402
8
2023-10-04 15:21:39.132191
Poor
No
Weekly
Condo
1,224
1,181,587
37
Female
5,466
Single
1
Bachelor's
Self-Employed
18.05123
Urban
Basic
null
2
762
1
2021-12-23 15:21:39.085129
Average
No
Daily
Apartment
689
1,181,588
37
Male
74,959
null
null
Master's
null
24.928461
Urban
Comprehensive
null
4
538
2
2020-01-07 15:21:39.231531
Average
No
Weekly
House
3,902
1,181,589
54
Male
139,927
Married
2
Master's
Self-Employed
39.972258
Urban
Premium
0
14
437
9
2021-03-27 15:21:39.285112
Good
Yes
Rarely
Apartment
1,844
1,181,590
41
Female
null
Married
1
PhD
Self-Employed
16.948002
Rural
Basic
0
0
508
5
2021-06-28 15:21:39.134960
Average
Yes
Daily
Condo
1,933
1,181,591
49
Male
17,339
Divorced
4
Bachelor's
Employed
26.079565
Suburban
Basic
2
18
null
9
2020-04-24 15:21:39.172097
Average
Yes
Monthly
Apartment
1,448
1,181,592
53
Male
24,682
Single
4
High School
Unemployed
15.61146
Rural
Comprehensive
2
14
null
3
2022-06-04 15:21:39.259788
Good
Yes
Daily
Condo
1,122
1,181,593
46
Male
null
Single
3
High School
Employed
33.003679
Suburban
Comprehensive
1
1
390
9
2024-07-05 15:21:39.129190
Good
Yes
Rarely
House
477
1,181,594
64
Female
456
Divorced
3
Master's
Self-Employed
7.699881
Rural
Comprehensive
null
3
517
4
2020-02-06 15:21:39.237118
Poor
Yes
Weekly
Apartment
155
1,181,595
61
Male
37,947
Married
0
Master's
Employed
18.549839
Rural
Basic
2
10
668
9
2021-04-02 15:21:39.113566
Average
Yes
Daily
Apartment
1,650
1,181,596
47
Male
19,763
Married
4
High School
Employed
38.179717
Urban
Basic
null
9
681
7
2021-07-19 15:21:39.246098
Good
Yes
Weekly
Condo
799
1,181,597
35
Female
17,094
Divorced
0
PhD
Self-Employed
46.814887
Urban
Comprehensive
1
1
607
1
2023-08-14 15:21:39.247098
Poor
No
Daily
Condo
569
1,181,598
18
Male
85,799
null
1
High School
Unemployed
10.593092
Urban
Comprehensive
2
19
589
1
2020-12-10 15:21:39.247098
Poor
No
Daily
Apartment
1,699
1,181,599
42
Female
55,961
Divorced
1
Master's
Unemployed
29.019476
Urban
Basic
null
15
347
3
2020-07-23 15:21:39.268507
Good
Yes
Weekly
Condo
1,338