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
4,500
null
Male
43,474
Divorced
3
Master's
Employed
20.97317
Urban
Comprehensive
0
15
789
4
2022-03-01 15:21:39.092127
Poor
No
Rarely
Condo
903
4,501
42
Female
1,238
Married
4
Master's
Self-Employed
null
Suburban
Comprehensive
null
2
699
7
2020-09-30 15:21:39.134960
Good
No
Rarely
Apartment
688
4,502
19
Female
3,849
Single
3
PhD
Employed
21.750023
Rural
Premium
null
13
485
7
2024-06-21 15:21:39.167099
Poor
Yes
Monthly
House
570
4,503
55
Male
30,516
Single
3
Master's
Unemployed
33.256791
Urban
Comprehensive
null
16
305
9
2021-10-17 15:21:39.155231
Poor
No
Daily
Apartment
566
4,504
43
Male
135,988
Married
4
Bachelor's
null
12.49192
Suburban
Basic
null
12
595
2
2021-04-29 15:21:39.091080
Average
Yes
Weekly
Condo
424
4,505
63
Male
7,977
Single
1
Master's
Self-Employed
37.857882
Rural
Premium
3
1
677
1
2021-02-02 15:21:39.231531
Average
No
Rarely
Apartment
84
4,506
38
Female
146,517
Single
0
Bachelor's
Self-Employed
19.440022
Suburban
Premium
null
7
479
2
2023-10-02 15:21:39.232526
Good
Yes
Rarely
Apartment
3,895
4,507
64
Female
23,648
Divorced
1
Bachelor's
Unemployed
17.725736
Urban
Comprehensive
1
6
359
4
2022-07-29 15:21:39.188220
Good
No
Weekly
House
659
4,508
46
Female
705
Divorced
2
Master's
Employed
52.981871
Rural
Premium
2
14
668
1
2020-03-14 15:21:39.237118
Good
Yes
Weekly
Condo
1,442
4,509
63
Female
17,608
Divorced
4
PhD
null
17.274072
Rural
Basic
0
5
695
2
2022-04-03 15:21:39.171102
Poor
Yes
Weekly
Condo
554
4,510
43
Male
58,620
null
0
Bachelor's
null
22.05332
Suburban
Comprehensive
3
0
611
5
2021-09-01 15:21:39.084065
Good
Yes
Rarely
House
174
4,511
48
Male
3,858
Single
3
Bachelor's
Self-Employed
25.363245
Suburban
Basic
1
10
null
7
2023-03-31 15:21:39.244069
null
No
Daily
House
104
4,512
42
Male
279
Divorced
3
High School
Employed
28.869033
Urban
Comprehensive
null
9
535
5
2020-09-17 15:21:39.254678
Poor
No
Monthly
House
1,400
4,513
25
Male
100,459
Single
null
High School
null
47.028418
Urban
Comprehensive
null
15
821
2
2022-10-04 15:21:39.107553
Good
Yes
Rarely
House
196
4,514
null
Female
null
Married
3
Master's
null
28.993745
Rural
Basic
2
1
518
3
2020-08-14 15:21:39.179186
Average
Yes
Rarely
House
3,733
4,515
54
Female
50,135
Divorced
0
Bachelor's
null
5.419215
Urban
Basic
null
10
482
3
2021-04-22 15:21:39.176717
Average
Yes
Rarely
House
192
4,516
null
Female
83,770
Divorced
2
High School
Unemployed
25.975728
Rural
Premium
3
1
458
5
2023-06-09 15:21:39.134960
Average
No
Rarely
Apartment
1,174
4,517
36
Female
39,860
Single
2
PhD
Self-Employed
20.92852
Urban
Premium
null
0
791
8
2021-07-09 15:21:39.106582
Poor
No
Weekly
House
588
4,518
42
Female
28,328
Divorced
3
PhD
Self-Employed
27.90786
Suburban
Comprehensive
0
3
761
2
2021-09-19 15:21:39.090124
Average
Yes
Monthly
House
619
4,519
64
Male
57,482
Single
2
High School
null
18.374745
Suburban
Comprehensive
1
19
336
1
2020-04-01 15:21:39.155231
Average
Yes
Weekly
Apartment
1,215
4,520
31
Female
55,435
Married
1
Bachelor's
Unemployed
42.526979
Urban
Basic
0
6
779
2
2024-02-25 15:21:39.184157
Poor
No
Rarely
Condo
108
4,521
31
Female
72,717
Married
1
PhD
Employed
18.534788
Suburban
Premium
2
9
null
2
2022-08-18 15:21:39.230483
null
Yes
Weekly
House
1,166
4,522
52
Female
16,022
Single
2
Bachelor's
Unemployed
35.82673
Rural
Premium
1
14
562
9
2023-12-06 15:21:39.279729
Average
No
Weekly
Condo
272
4,523
25
Female
128,851
Married
4
Master's
null
45.06564
Suburban
Premium
2
9
376
7
2022-04-18 15:21:39.282785
Good
No
Daily
House
1,056
4,524
63
Female
46,734
Divorced
0
High School
null
11.914988
Suburban
Premium
null
5
558
2
2023-03-30 15:21:39.285112
Good
Yes
Rarely
House
124
4,525
52
Female
2,927
Single
0
PhD
Employed
19.2745
Rural
Basic
0
16
727
4
2020-04-06 15:21:39.144722
null
Yes
Rarely
House
981
4,526
50
Male
4,568
Single
3
Master's
Self-Employed
39.814369
Urban
Basic
1
11
495
4
2023-01-19 15:21:39.182597
Good
No
Daily
Condo
733
4,527
46
Male
105,090
Single
3
Master's
Self-Employed
15.51397
Urban
Basic
0
0
492
5
2022-04-19 15:21:39.091080
Average
No
Rarely
House
1,935
4,528
20
Female
2,690
Married
0
High School
Self-Employed
47.132732
Urban
Comprehensive
1
8
360
4
2023-04-29 15:21:39.237118
Good
No
Weekly
Condo
576
4,529
23
Female
18,245
Divorced
2
High School
Self-Employed
3.263871
Suburban
Premium
1
16
329
4
2023-11-26 15:21:39.282785
Good
No
Rarely
Condo
1,201
4,530
56
Female
61,936
Divorced
1
Bachelor's
Unemployed
9.979613
Rural
Premium
null
12
637
4
2019-08-25 15:21:39.245086
Average
No
Daily
House
3,730
4,531
40
Male
61,448
Married
4
Master's
Unemployed
48.593605
Suburban
Comprehensive
0
2
382
8
2024-08-05 15:21:39.214388
Good
No
Monthly
Condo
717
4,532
45
Female
3,866
Single
2
High School
Unemployed
33.79395
Rural
Comprehensive
null
19
358
5
2020-11-13 15:21:39.121169
Average
Yes
Daily
House
303
4,533
23
Male
34,240
Divorced
1
High School
null
41.548599
Suburban
Comprehensive
1
2
449
7
2021-05-12 15:21:39.237118
Good
Yes
Weekly
House
597
4,534
40
Male
123,525
Married
0
Master's
Employed
39.607597
Urban
Basic
0
12
417
9
2021-11-28 15:21:39.132191
Poor
Yes
Rarely
Condo
880
4,535
58
Male
58,627
Divorced
3
PhD
Employed
28.936203
Urban
Premium
1
15
586
7
2024-05-05 15:21:39.237118
Average
Yes
Weekly
House
372
4,536
32
Male
6,724
Divorced
2
High School
Self-Employed
10.129863
Urban
Basic
1
8
485
9
2023-02-09 15:21:39.126661
Poor
Yes
Weekly
Apartment
2,421
4,537
28
Female
1,495
Single
4
Master's
Employed
31.029768
Suburban
Premium
null
18
461
1
2023-05-01 15:21:39.263607
Average
Yes
Daily
Apartment
1,083
4,538
51
Female
75,909
Single
4
PhD
Unemployed
null
Urban
Comprehensive
2
10
532
8
2022-03-25 15:21:39.095696
Average
Yes
Rarely
House
26
4,539
50
Male
10,438
Divorced
4
High School
null
34.594759
Suburban
Basic
2
19
null
9
2023-07-27 15:21:39.221386
Poor
No
Weekly
House
793
4,540
61
Male
6,814
Married
1
Master's
null
null
Rural
Basic
1
1
678
1
2020-05-25 15:21:39.279729
Poor
Yes
Rarely
Apartment
1,583
4,541
30
Female
30,562
Divorced
2
Master's
Self-Employed
25.052798
Urban
Comprehensive
2
8
527
1
2024-07-05 15:21:39.224915
Poor
Yes
Rarely
Condo
1,695
4,542
29
Male
7,991
Single
3
Master's
null
24.029878
Rural
Premium
1
6
755
6
2023-07-30 15:21:39.173834
Poor
Yes
Weekly
Apartment
646
4,543
26
Female
10,865
Single
4
PhD
null
22.827286
Urban
Comprehensive
null
1
734
2
2022-12-19 15:21:39.237118
Good
No
Daily
Apartment
983
4,544
60
Male
659
Divorced
null
Master's
Employed
null
Rural
Comprehensive
null
16
679
3
2024-05-18 15:21:39.106582
Poor
Yes
Rarely
Apartment
669
4,545
27
Male
2,359
Divorced
2
Bachelor's
Unemployed
19.056039
Suburban
Basic
1
2
439
6
2023-08-21 15:21:39.184157
Poor
No
Rarely
Condo
381
4,546
44
Female
93,925
Single
0
High School
Self-Employed
3.690918
Rural
Comprehensive
null
8
464
3
2021-08-14 15:21:39.185215
Poor
Yes
Weekly
Condo
2,484
4,547
40
Female
5,538
Single
2
Bachelor's
Unemployed
47.638693
Suburban
Premium
1
1
681
9
2021-08-24 15:21:39.210805
Average
Yes
Daily
Condo
1,618
4,548
27
Female
4,928
Single
4
PhD
Unemployed
43.420978
Suburban
Comprehensive
0
5
454
5
2020-11-04 15:21:39.155231
Average
No
Daily
Apartment
1,668
4,549
43
Male
6,053
Single
2
High School
Self-Employed
14.494905
Suburban
Premium
2
0
588
6
2023-11-12 15:21:39.134960
Average
No
Weekly
House
644
4,550
29
Female
24,761
Divorced
1
Bachelor's
null
46.263031
Suburban
Comprehensive
null
2
577
6
2023-11-20 15:21:39.134960
Average
Yes
Monthly
House
1,455
4,551
54
Male
75,470
Married
4
PhD
null
5.510718
Suburban
Premium
null
9
424
7
2021-11-30 15:21:39.192212
Poor
No
Rarely
House
782
4,552
27
Male
20,086
Divorced
0
PhD
null
41.766752
Suburban
Comprehensive
0
15
423
3
2024-03-19 15:21:39.081504
Average
No
Monthly
Condo
2,008
4,553
47
Male
null
Married
3
High School
Unemployed
29.245639
Suburban
Premium
1
17
405
1
2023-11-28 15:21:39.096739
Average
Yes
Monthly
Condo
916
4,554
29
Male
140,533
Divorced
2
Master's
Employed
4.522639
Urban
Premium
1
5
567
6
2024-06-11 15:21:39.155231
Poor
Yes
Monthly
Condo
150
4,555
27
Female
70,501
Divorced
1
Bachelor's
Self-Employed
17.148937
Rural
Basic
0
2
705
3
2020-12-02 15:21:39.107553
Average
Yes
Weekly
House
393
4,556
47
Female
52,732
Single
1
PhD
Self-Employed
33.868992
Urban
Premium
1
12
431
6
2023-07-27 15:21:39.193945
Poor
No
Monthly
Condo
1,449
4,557
59
Male
null
Single
2
High School
Employed
40.098448
Rural
Premium
3
3
null
1
2019-10-27 15:21:39.281787
Poor
Yes
Daily
Apartment
2,401
4,558
38
Female
6,849
Divorced
0
PhD
Employed
25.816644
Rural
Premium
null
17
578
7
2020-01-10 15:21:39.276901
Poor
Yes
Weekly
Condo
1,037
4,559
27
Male
11,525
Single
4
PhD
Self-Employed
7.363549
Suburban
Premium
2
17
622
7
2020-12-08 15:21:39.174719
Poor
No
Weekly
Condo
2,371
4,560
52
Female
27,174
Divorced
1
High School
Self-Employed
39.595791
Suburban
Premium
1
16
null
5
2022-01-21 15:21:39.265513
Average
Yes
Daily
Apartment
2,145
4,561
25
Female
2,814
Single
2
Bachelor's
Self-Employed
18.869709
Rural
Premium
3
8
646
4
2023-11-25 15:21:39.098696
Average
No
Monthly
Apartment
1,338
4,562
43
Male
3,903
Married
1
Master's
Employed
37.739122
Suburban
Basic
null
10
795
7
2022-05-20 15:21:39.093681
null
Yes
Daily
Apartment
1,360
4,563
23
Female
13,710
Married
0
High School
null
21.527675
Suburban
Premium
null
13
704
7
2021-09-11 15:21:39.134960
Poor
No
Weekly
House
222
4,564
23
Male
26,625
Single
2
Master's
Employed
35.711727
Rural
Comprehensive
0
15
302
6
2019-09-11 15:21:39.116179
Poor
No
Weekly
House
853
4,565
41
Male
24,963
Divorced
2
PhD
Self-Employed
51.5014
Suburban
Comprehensive
4
19
479
1
2023-12-17 15:21:39.155231
Poor
No
Monthly
Apartment
1,592
4,566
34
Male
102,659
Divorced
4
PhD
null
19.418734
Rural
Comprehensive
null
12
641
6
2023-12-22 15:21:39.283783
Good
No
Weekly
House
69
4,567
63
Male
126,796
Married
3
High School
null
27.450155
Urban
Comprehensive
null
13
410
4
2019-12-21 15:21:39.155231
null
No
Monthly
House
700
4,568
51
Male
15,142
Married
3
Master's
Self-Employed
22.629026
Suburban
Premium
0
13
752
8
2020-11-28 15:21:39.237118
Poor
No
Daily
Condo
645
4,569
22
Male
53,983
Married
1
High School
Self-Employed
10.037219
Urban
Basic
2
14
446
9
2023-11-23 15:21:39.237118
Average
No
Weekly
Apartment
318
4,570
44
Female
10,179
Single
3
Bachelor's
Unemployed
19.974145
Rural
Basic
2
3
568
1
2021-05-26 15:21:39.155231
Poor
No
Monthly
House
1,388
4,571
57
Male
38,916
Divorced
3
Master's
Employed
45.082686
Suburban
Comprehensive
1
2
491
3
2022-12-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
790
4,572
50
Male
28,307
Married
4
Bachelor's
Employed
4.785544
Urban
Basic
2
10
645
4
2022-08-30 15:21:39.224915
Poor
Yes
Daily
Condo
76
4,573
24
Male
17,493
Single
3
Bachelor's
null
20.137847
Suburban
Premium
1
5
558
9
2020-02-19 15:21:39.098696
Poor
Yes
Weekly
Condo
1,553
4,574
39
Male
135,743
Single
4
PhD
Employed
26.93537
Rural
Comprehensive
null
11
437
6
2024-08-04 15:21:39.285112
Poor
Yes
Monthly
House
524
4,575
48
Male
23,305
Married
3
PhD
null
null
Rural
Comprehensive
1
0
null
7
2020-01-18 15:21:39.166062
Poor
Yes
Rarely
Condo
542
4,576
28
Male
20,981
Divorced
0
PhD
Self-Employed
27.550109
Urban
Comprehensive
null
8
764
6
2021-11-28 15:21:39.252145
Good
No
Weekly
Apartment
1,059
4,577
29
Female
45,522
Divorced
1
Master's
null
13.354676
Urban
Premium
null
2
503
4
2019-12-07 15:21:39.087123
Good
Yes
Weekly
Apartment
802
4,578
29
Male
85,721
Divorced
2
Bachelor's
Employed
null
Urban
Premium
0
7
811
6
2023-02-15 15:21:39.226954
Good
Yes
Rarely
Condo
50
4,579
29
Female
null
Divorced
1
PhD
Unemployed
37.26206
Suburban
Premium
2
15
484
1
2023-05-06 15:21:39.123711
Average
Yes
Weekly
House
2,932
4,580
61
Male
20,963
Married
3
High School
Employed
8.053225
Urban
Basic
1
5
833
6
2021-11-03 15:21:39.155231
Average
No
Monthly
Apartment
1,410
4,581
45
Female
20,197
Single
null
PhD
Self-Employed
49.038958
Urban
Comprehensive
0
7
770
5
2024-07-15 15:21:39.260856
Good
No
Monthly
House
779
4,582
21
Female
29,894
Married
4
High School
Employed
40.572167
Urban
Premium
0
2
528
3
2020-01-19 15:21:39.119168
Good
Yes
Weekly
Condo
684
4,583
42
Male
26,182
Single
1
Bachelor's
null
20.096971
Suburban
Basic
0
10
773
6
2021-05-28 15:21:39.282785
Poor
Yes
Weekly
Condo
2,058
4,584
26
Male
12,098
Single
null
Master's
Employed
18.938894
Rural
Basic
1
17
553
4
2023-10-07 15:21:39.093681
Average
No
Weekly
Apartment
561
4,585
61
Male
45,316
Married
2
High School
Unemployed
14.141829
Suburban
Comprehensive
null
6
764
5
2021-05-12 15:21:39.187211
null
Yes
Rarely
House
908
4,586
21
Female
76,584
Single
4
Master's
null
35.985912
Urban
Comprehensive
3
5
426
7
2024-06-15 15:21:39.191219
Good
No
Rarely
Condo
110
4,587
53
Male
18,013
Divorced
3
High School
null
6.566856
Urban
Premium
null
18
808
9
2020-08-31 15:21:39.231531
Average
No
Daily
Apartment
1,298
4,588
21
Female
7,894
Divorced
4
High School
null
null
Suburban
Comprehensive
null
17
590
1
2023-08-28 15:21:39.170099
Good
No
Monthly
Apartment
762
4,589
57
Male
9,086
Married
2
Bachelor's
Employed
17.002747
Rural
Basic
0
6
543
7
2021-03-02 15:21:39.179186
Average
Yes
Weekly
Apartment
922
4,590
60
Female
98,486
Divorced
2
Master's
Employed
27.735282
Rural
Basic
null
4
null
9
2023-05-05 15:21:39.211806
Good
Yes
Monthly
Apartment
359
4,591
23
Male
90,908
Married
4
Bachelor's
null
35.539209
Suburban
Comprehensive
1
16
421
7
2022-07-17 15:21:39.154008
Poor
Yes
Daily
Condo
1,372
4,592
61
Female
539
Married
0
PhD
null
28.977379
Urban
Premium
1
5
461
8
2022-04-10 15:21:39.253660
Average
No
Daily
House
954
4,593
64
Male
null
Single
4
Master's
Self-Employed
31.187864
Urban
Basic
3
15
459
9
2021-05-16 15:21:39.134960
Poor
Yes
Monthly
Apartment
925
4,594
60
Male
26,863
Married
2
High School
Self-Employed
23.415719
Urban
Comprehensive
null
12
null
6
2024-02-25 15:21:39.276901
Average
Yes
Rarely
House
654
4,595
34
Female
84,353
Married
0
Bachelor's
Unemployed
25.142537
Suburban
Comprehensive
1
14
784
8
2021-03-18 15:21:39.252145
null
Yes
Daily
Apartment
328
4,596
20
Female
36,229
Divorced
4
High School
Employed
18.692439
Urban
Premium
2
11
461
5
2022-03-23 15:21:39.155231
Poor
Yes
Rarely
Condo
1,591
4,597
36
Female
8,358
Single
1
PhD
Self-Employed
29.90415
Rural
Basic
null
10
491
7
2023-09-21 15:21:39.153733
Average
Yes
Monthly
Apartment
514
4,598
26
Female
1,814
Married
3
High School
Employed
45.823567
Rural
Comprehensive
null
0
815
1
2022-11-04 15:21:39.087123
Good
Yes
Rarely
House
1,836
4,599
33
Male
913
Single
0
High School
null
13.822755
Rural
Basic
null
19
662
2
2023-11-07 15:21:39.134960
Good
Yes
Rarely
Apartment
2,221