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
40,500
38
Female
140,925
Single
4
Bachelor's
Employed
35.171036
Suburban
Premium
1
11
406
2
2024-06-25 15:21:39.150730
null
Yes
Daily
Condo
1,353
40,501
27
Female
3,489
Married
null
Master's
Unemployed
20.240124
Suburban
Basic
0
11
554
1
2024-07-13 15:21:39.130190
Good
No
Monthly
Apartment
2,133
40,502
35
Female
75,830
Divorced
4
Bachelor's
Employed
30.473538
Rural
Comprehensive
null
10
386
2
2022-12-07 15:21:39.206847
Poor
Yes
Rarely
Condo
1,157
40,503
34
Female
668
Married
1
High School
Employed
49.793464
Urban
Premium
1
10
426
2
2022-12-18 15:21:39.099739
Average
No
Daily
Apartment
25
40,504
28
Female
1,922
Single
1
High School
Self-Employed
20.279875
Urban
Premium
2
8
405
1
2022-05-01 15:21:39.290098
Average
Yes
Rarely
Condo
111
40,505
61
Male
28,791
Divorced
3
High School
Self-Employed
13.534906
Rural
Premium
0
12
726
5
2020-07-08 15:21:39.150730
Average
No
Monthly
House
1,001
40,506
27
Male
477
Divorced
2
Master's
Self-Employed
39.135845
Suburban
Premium
1
7
449
3
2024-06-26 15:21:39.186212
Average
Yes
Rarely
Apartment
761
40,507
31
Male
1,016
Married
0
Master's
Self-Employed
36.953754
Suburban
Basic
0
6
429
1
2020-06-11 15:21:39.251142
Good
No
Monthly
Apartment
3,660
40,508
60
Female
917
Married
1
High School
Unemployed
37.229992
Suburban
Premium
1
9
495
5
2020-08-16 15:21:39.221386
Poor
Yes
Monthly
Condo
4,594
40,509
40
Male
59,548
Single
3
Master's
Unemployed
17.50388
Suburban
Premium
2
8
308
9
2023-12-18 15:21:39.189223
Poor
Yes
Daily
Apartment
147
40,510
53
Male
51,566
Divorced
0
PhD
Employed
17.049179
Suburban
Comprehensive
2
0
351
1
2022-10-21 15:21:39.182597
Good
No
Weekly
Condo
349
40,511
18
Female
43,912
Married
null
High School
null
null
Rural
Premium
2
17
656
7
2023-10-10 15:21:39.231531
Average
No
Monthly
Apartment
742
40,512
60
Male
2,628
Married
0
Master's
null
null
Suburban
Basic
2
3
705
5
2020-07-15 15:21:39.167099
Good
No
Daily
Apartment
683
40,513
30
Female
20,863
Married
1
Master's
null
12.274817
Suburban
Comprehensive
null
8
605
1
2022-05-04 15:21:39.228521
null
Yes
Rarely
Condo
1,682
40,514
55
Male
85,649
Single
4
Master's
Unemployed
32.943242
Urban
Basic
0
4
383
2
2023-03-07 15:21:39.146733
Average
Yes
Rarely
Apartment
1,124
40,515
44
Male
103,379
Married
null
High School
Employed
26.054521
Rural
Basic
null
2
783
6
2020-09-29 15:21:39.169102
null
No
Rarely
House
2,094
40,516
57
Male
null
Single
null
PhD
Employed
29.529412
Rural
Premium
0
12
424
9
2023-11-29 15:21:39.235012
Good
Yes
Daily
House
664
40,517
36
Female
11,512
Divorced
0
High School
Self-Employed
29.85681
Suburban
Premium
null
4
531
8
2021-01-28 15:21:39.144722
Good
No
Monthly
House
992
40,518
34
Male
null
Married
2
Master's
Employed
42.231003
Suburban
Basic
1
16
565
2
2022-11-25 15:21:39.154008
Average
Yes
Monthly
House
327
40,519
61
Female
44,141
Married
4
Master's
Employed
10.796582
Urban
Premium
null
13
675
3
2022-03-20 15:21:39.231531
Poor
Yes
Weekly
Apartment
2,266
40,520
36
Male
1,139
Married
null
Master's
Self-Employed
51.744102
Rural
Premium
null
13
709
5
2021-12-29 15:21:39.109552
Average
Yes
Monthly
House
1,731
40,521
51
Male
43,729
Married
3
PhD
null
9.988698
Urban
Premium
2
7
449
4
2023-07-23 15:21:39.134960
Poor
Yes
Weekly
House
2,535
40,522
null
Male
1,903
Married
0
Bachelor's
Employed
14.162521
Rural
Premium
0
17
434
4
2021-02-09 15:21:39.278402
null
Yes
Monthly
Apartment
1,903
40,523
44
Male
16,054
Single
4
PhD
null
42.569601
Urban
Basic
1
12
571
3
2019-10-08 15:21:39.214388
Poor
No
Monthly
Apartment
1,827
40,524
27
Female
12,092
Divorced
1
Master's
null
14.774161
Urban
Basic
0
15
310
5
2020-06-04 15:21:39.208842
Poor
No
Daily
Apartment
740
40,525
42
Female
2,858
Married
1
Master's
Unemployed
16.137701
Rural
Premium
1
3
333
9
2021-02-11 15:21:39.110557
Good
No
Daily
Condo
1,544
40,526
32
Male
15,458
Single
2
Bachelor's
Self-Employed
43.13391
Rural
Comprehensive
2
12
471
9
2022-07-09 15:21:39.134960
Good
Yes
Weekly
Apartment
657
40,527
51
Male
1,669
Divorced
2
Master's
Self-Employed
36.933425
Suburban
Premium
2
1
802
3
2023-03-08 15:21:39.271453
Average
Yes
Monthly
Apartment
677
40,528
27
Female
1,101
Married
1
High School
Self-Employed
25.016399
Rural
Comprehensive
null
7
491
7
2022-08-17 15:21:39.134960
Poor
No
Daily
Condo
788
40,529
51
Male
71,470
Single
4
Bachelor's
null
14.766547
Rural
Basic
2
10
670
4
2022-01-31 15:21:39.170099
Poor
Yes
Weekly
Condo
182
40,530
23
Male
2,393
Divorced
3
Bachelor's
Employed
13.538879
Rural
Comprehensive
2
10
477
8
2021-07-17 15:21:39.221386
Poor
Yes
Weekly
House
919
40,531
52
Female
1,520
Married
0
Bachelor's
Unemployed
34.264787
Rural
Comprehensive
0
14
328
4
2021-10-18 15:21:39.194829
Poor
Yes
Monthly
House
977
40,532
33
Female
46,785
Divorced
0
PhD
Unemployed
39.165973
Rural
Basic
null
8
null
9
2020-06-07 15:21:39.237118
Poor
Yes
Rarely
House
274
40,533
29
Female
3,976
Single
0
PhD
Self-Employed
10.352799
Urban
Comprehensive
0
17
670
9
2020-11-18 15:21:39.155231
Good
Yes
Weekly
Apartment
358
40,534
60
Male
null
Married
1
Bachelor's
Employed
9.897846
Rural
Premium
null
16
429
8
2022-11-24 15:21:39.237118
Poor
Yes
Rarely
Condo
1,442
40,535
35
Female
27,021
Single
0
Bachelor's
null
51.441487
Urban
Basic
null
16
695
1
2022-01-29 15:21:39.079128
Poor
No
Weekly
House
719
40,536
44
Male
17,109
Single
4
Master's
Self-Employed
25.550028
Suburban
Premium
0
11
573
8
2021-04-27 15:21:39.223901
Average
Yes
Daily
Apartment
1,050
40,537
61
Male
69,911
Divorced
0
High School
Unemployed
37.183817
Rural
Comprehensive
0
11
438
5
2021-09-10 15:21:39.172097
Average
Yes
Rarely
Condo
1,167
40,538
28
Female
17,894
Single
0
High School
Unemployed
29.019997
Suburban
Comprehensive
0
17
402
2
2020-10-27 15:21:39.155231
Poor
Yes
Daily
Apartment
40
40,539
35
Male
94,592
Divorced
4
High School
null
36.893523
Rural
Comprehensive
null
19
812
3
2022-11-07 15:21:39.193945
Poor
Yes
Daily
House
112
40,540
24
Male
35,982
Married
4
Bachelor's
Employed
9.094191
Suburban
Comprehensive
2
8
684
5
2023-05-30 15:21:39.102694
Average
No
Daily
Condo
895
40,541
33
Female
28,761
Single
4
Bachelor's
Self-Employed
41.890991
Rural
Premium
0
17
null
8
2021-01-11 15:21:39.209847
Poor
No
Daily
Apartment
2,901
40,542
39
Female
68,727
Divorced
null
Bachelor's
null
14.634502
Suburban
Premium
3
1
323
8
2024-02-09 15:21:39.131192
Average
No
Rarely
Apartment
923
40,543
53
Female
31,592
Married
0
High School
Self-Employed
21.278544
Urban
Basic
1
2
null
8
2022-10-23 15:21:39.223901
Average
No
Weekly
House
136
40,544
50
Female
4,866
Married
2
Master's
Self-Employed
31.967606
Suburban
Basic
3
0
402
7
2020-07-18 15:21:39.151732
Poor
No
Monthly
House
2,559
40,545
39
Male
28,783
Married
0
Bachelor's
Unemployed
3.693846
Rural
Basic
2
18
359
6
2023-03-11 15:21:39.221386
Average
No
Daily
House
2,138
40,546
null
Male
109,731
Single
4
Master's
null
35.576508
Urban
Basic
0
5
393
2
2021-07-27 15:21:39.248098
Average
No
Weekly
House
36
40,547
31
Male
87,086
Divorced
null
High School
null
null
Suburban
Basic
3
6
834
6
2020-05-18 15:21:39.237118
Average
Yes
Weekly
Condo
1,174
40,548
43
Female
8,057
Single
0
Bachelor's
null
13.073889
Rural
Premium
null
8
713
6
2020-07-24 15:21:39.237118
null
Yes
Daily
Condo
100
40,549
41
Male
51,322
Single
2
Bachelor's
Employed
8.697793
Rural
Comprehensive
1
6
508
2
2023-08-20 15:21:39.198406
Average
Yes
Weekly
Apartment
3,465
40,550
47
Female
7,830
Single
3
Master's
null
9.76074
Suburban
Premium
1
12
555
8
2021-05-12 15:21:39.117183
Good
No
Weekly
House
563
40,551
33
Female
7,422
Single
4
PhD
null
50.938805
Suburban
Premium
0
18
662
5
2023-08-09 15:21:39.265513
Average
Yes
Daily
Apartment
113
40,552
48
Male
6,901
Divorced
3
Master's
null
36.816267
Urban
Premium
0
9
602
8
2020-01-31 15:21:39.208842
Poor
No
Weekly
Apartment
491
40,553
25
Male
null
Married
1
PhD
Unemployed
19.392535
Urban
Premium
null
0
364
4
2020-11-22 15:21:39.274993
Poor
No
Monthly
Apartment
2,056
40,554
41
Male
12,366
Single
1
Master's
null
33.48102
Rural
Comprehensive
2
12
618
8
2023-01-13 15:21:39.198406
Poor
No
Rarely
Apartment
1,415
40,555
37
Female
119,808
Divorced
4
High School
Unemployed
24.955316
Suburban
Premium
2
10
331
2
2024-05-17 15:21:39.216387
Good
No
Daily
House
123
40,556
61
Male
16,073
Divorced
null
Bachelor's
null
23.487872
Suburban
Comprehensive
1
10
604
8
2023-07-17 15:21:39.092127
Poor
No
Rarely
House
588
40,557
64
Female
3,364
Single
4
Bachelor's
Employed
19.92038
Rural
Comprehensive
2
1
603
4
2020-04-07 15:21:39.255696
Poor
No
Daily
Apartment
1,686
40,558
42
Female
5,548
Divorced
4
PhD
Employed
17.397919
Suburban
Premium
null
6
623
3
2024-04-17 15:21:39.149731
Poor
Yes
Daily
House
1,237
40,559
58
Male
82,246
Divorced
4
High School
null
46.01511
Urban
Comprehensive
2
13
624
9
2024-03-27 15:21:39.222387
Poor
Yes
Weekly
Apartment
225
40,560
24
Female
7,894
Married
2
Master's
Unemployed
33.058937
Suburban
Premium
null
0
805
1
2022-07-02 15:21:39.092127
null
No
Daily
House
816
40,561
50
Female
23,802
Married
4
Master's
Unemployed
19.917006
Urban
Basic
2
16
459
2
2023-11-21 15:21:39.108562
Poor
Yes
Weekly
Apartment
607
40,562
25
Female
43,529
Divorced
0
Bachelor's
Unemployed
9.988506
Urban
Basic
null
7
null
6
2023-03-15 15:21:39.155231
Good
Yes
Rarely
Apartment
1,556
40,563
24
Male
null
Married
3
Bachelor's
Self-Employed
31.912049
Suburban
Comprehensive
0
19
647
5
2021-10-08 15:21:39.265513
Good
No
Daily
House
107
40,564
58
Male
5,095
Married
1
Bachelor's
Unemployed
4.095613
Urban
Comprehensive
1
14
731
3
2024-05-24 15:21:39.155231
Poor
Yes
Monthly
Condo
1,469
40,565
27
Female
18,693
Single
null
Master's
Unemployed
10.029936
Rural
Premium
0
0
681
1
2020-04-05 15:21:39.155231
Good
No
Daily
Apartment
519
40,566
44
Female
23,757
Married
1
Master's
null
24.592611
Suburban
Premium
null
19
683
7
2024-07-02 15:21:39.107553
Average
No
Monthly
House
563
40,567
42
Male
44,964
Married
3
High School
Self-Employed
23.270801
Rural
Comprehensive
1
10
812
1
2019-11-05 15:21:39.134960
Average
Yes
Monthly
House
1,006
40,568
34
Female
3,523
Divorced
2
PhD
Unemployed
37.844012
Urban
Comprehensive
null
4
452
8
2023-04-10 15:21:39.172097
Average
Yes
Weekly
Condo
727
40,569
23
Female
28,259
Divorced
0
Bachelor's
Employed
29.954579
Rural
Basic
null
12
822
7
2021-12-07 15:21:39.188220
Poor
No
Weekly
Apartment
30
40,570
34
Female
2,482
Married
3
Bachelor's
null
45.49485
Rural
Premium
2
10
595
4
2020-11-09 15:21:39.278402
Poor
Yes
Rarely
Apartment
2,806
40,571
37
Female
null
Married
1
High School
Self-Employed
37.62405
Suburban
Basic
0
10
356
3
2019-11-19 15:21:39.167099
null
No
Weekly
House
571
40,572
43
Male
21,201
Married
1
Master's
null
37.782363
Urban
Comprehensive
null
8
567
7
2021-06-15 15:21:39.134960
Poor
No
Weekly
Condo
614
40,573
53
Male
15,963
Divorced
3
High School
null
null
Rural
Basic
null
8
566
6
2023-03-07 15:21:39.190215
Poor
Yes
Rarely
House
884
40,574
58
Female
66,499
Divorced
1
PhD
null
16.333921
Suburban
Comprehensive
null
10
741
4
2019-09-04 15:21:39.170099
Good
No
Rarely
House
111
40,575
33
Female
5,942
Single
4
PhD
null
30.074315
Urban
Basic
0
0
678
2
2021-05-16 15:21:39.282785
Average
Yes
Weekly
House
1,415
40,576
38
Female
599
Married
1
PhD
null
null
Suburban
Basic
null
17
846
5
2020-09-17 15:21:39.096739
Poor
No
Monthly
Condo
643
40,577
38
Male
23,591
Married
3
Bachelor's
Employed
40.637234
Rural
Premium
null
0
716
9
2022-05-06 15:21:39.287115
Average
Yes
Daily
Condo
381
40,578
24
Female
35,375
Divorced
4
Master's
null
17.711556
Suburban
Comprehensive
1
3
null
6
2020-02-26 15:21:39.251142
Average
Yes
Monthly
Condo
1,195
40,579
61
Female
76,601
Single
4
High School
null
43.244828
Suburban
Comprehensive
1
17
430
5
2022-06-24 15:21:39.167099
Poor
No
Weekly
House
2,215
40,580
51
Male
71,330
Married
4
PhD
Self-Employed
25.812055
Rural
Basic
0
5
449
4
2020-06-20 15:21:39.171102
Average
No
Daily
Condo
1,337
40,581
21
Female
15,682
Divorced
1
Bachelor's
null
15.672987
Rural
Premium
0
9
829
9
2021-07-09 15:21:39.177724
Poor
Yes
Rarely
House
1,109
40,582
62
Female
null
Divorced
4
PhD
Self-Employed
43.028799
Urban
Comprehensive
1
12
314
2
2021-02-21 15:21:39.082499
Average
No
Weekly
Condo
1,101
40,583
52
Female
23,288
Divorced
1
Master's
Employed
14.813598
Urban
Comprehensive
null
17
574
5
2023-01-14 15:21:39.092127
Average
Yes
Weekly
Condo
1,583
40,584
49
Male
70,926
Married
1
High School
Unemployed
52.441725
Rural
Comprehensive
null
19
639
2
2020-03-26 15:21:39.182597
Poor
No
Weekly
Condo
942
40,585
22
Male
10,892
Divorced
2
High School
Self-Employed
35.698928
Suburban
Comprehensive
0
14
311
3
2021-12-18 15:21:39.145732
Poor
No
Weekly
House
1,213
40,586
20
Male
56,740
Married
4
Bachelor's
Unemployed
52.692557
Urban
Premium
1
17
798
5
2022-04-01 15:21:39.113566
Average
No
Rarely
House
2,201
40,587
25
Female
16,109
Single
3
Master's
Employed
18.098983
Urban
Premium
0
1
567
6
2022-04-07 15:21:39.112553
Poor
No
Monthly
Condo
1,125
40,588
19
Male
128,975
Divorced
2
Master's
Unemployed
21.412413
Rural
Basic
1
3
498
8
2020-10-07 15:21:39.237118
Good
No
Daily
House
2,286
40,589
61
Female
3,898
Divorced
2
Bachelor's
null
null
Rural
Basic
null
11
777
5
2023-02-23 15:21:39.237118
Average
Yes
Daily
Apartment
1,161
40,590
43
Male
727
Divorced
1
Master's
Unemployed
null
Urban
Premium
null
11
766
8
2021-12-19 15:21:39.172097
Average
Yes
Daily
House
672
40,591
51
Male
11,989
Single
1
High School
Self-Employed
19.095411
Urban
Premium
2
13
648
8
2021-11-15 15:21:39.134960
Average
Yes
Rarely
Apartment
647
40,592
52
Female
40,750
Divorced
3
Master's
Employed
22.711108
Rural
Comprehensive
null
0
408
6
2020-09-03 15:21:39.134960
Poor
Yes
Weekly
Condo
1,453
40,593
43
Female
15,640
Single
null
Bachelor's
Employed
30.878505
Urban
Premium
0
6
557
6
2023-02-09 15:21:39.168099
Good
No
Weekly
House
1,718
40,594
19
Male
23,892
Married
2
Bachelor's
null
30.514467
Suburban
Comprehensive
0
6
616
8
2023-10-09 15:21:39.134960
Average
No
Daily
Apartment
884
40,595
47
Female
49,088
Married
2
Master's
null
20.818653
Rural
Basic
1
3
798
5
2022-01-02 15:21:39.289099
Average
No
Rarely
Condo
102
40,596
59
Female
30,663
Single
1
PhD
Unemployed
21.9583
Suburban
Premium
0
2
835
8
2020-06-26 15:21:39.251142
Good
No
Rarely
Apartment
681
40,597
44
Female
4,868
Married
2
Master's
Employed
11.71766
Urban
Comprehensive
2
10
null
2
2022-02-21 15:21:39.147735
Average
No
Weekly
Condo
1,079
40,598
51
Male
6,097
Single
0
PhD
Unemployed
36.154724
Urban
Basic
0
2
770
1
2022-12-13 15:21:39.121169
Poor
No
Rarely
Condo
1,068
40,599
28
Male
41,658
Divorced
1
Master's
null
13.686829
Urban
Comprehensive
null
11
454
6
2020-07-19 15:21:39.147735
Average
No
Weekly
Condo
3,984