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
14,500
40
Male
103,541
Married
3
PhD
Employed
40.00231
Urban
Comprehensive
4
17
328
7
2024-01-02 15:21:39.081504
Average
No
Weekly
House
453
14,501
34
Female
1,796
Single
4
High School
Unemployed
39.184527
Suburban
Premium
null
1
378
8
2020-05-04 15:21:39.209847
Average
No
Rarely
Condo
922
14,502
29
Female
30,693
Single
0
Bachelor's
null
22.354866
Rural
Premium
null
14
557
8
2024-07-28 15:21:39.206847
Poor
No
Monthly
Condo
472
14,503
32
Female
66,786
Married
null
Bachelor's
null
49.173512
Rural
Basic
0
9
447
1
2021-06-29 15:21:39.221386
Average
Yes
Rarely
Condo
2,825
14,504
40
Male
15,258
Single
null
PhD
Employed
42.418923
Rural
Premium
1
18
662
9
2022-02-08 15:21:39.289099
Good
Yes
Weekly
House
2,742
14,505
54
Female
38,759
Married
1
High School
Unemployed
20.532158
Urban
Comprehensive
1
9
301
7
2024-06-27 15:21:39.105504
null
No
Weekly
Apartment
1,229
14,506
21
Female
16,646
Married
4
High School
null
7.490188
Urban
Premium
null
10
758
1
2023-08-13 15:21:39.155231
Poor
Yes
Daily
Condo
2,064
14,507
39
Male
1,949
Married
3
PhD
null
12.89846
Urban
Premium
2
6
398
5
2023-10-11 15:21:39.260856
Poor
No
Monthly
House
1,840
14,508
36
Male
18,559
Divorced
1
Master's
Employed
39.287954
Rural
Basic
null
2
512
6
2024-06-04 15:21:39.286113
Average
Yes
Daily
Apartment
658
14,509
62
Female
127,265
Divorced
0
Bachelor's
Unemployed
11.730837
Rural
Basic
null
2
653
5
2022-09-24 15:21:39.145732
Good
No
Weekly
House
152
14,510
47
Female
37,663
Divorced
3
Master's
Unemployed
15.923493
Suburban
Premium
2
1
786
8
2022-05-02 15:21:39.177724
Good
No
Rarely
Condo
33
14,511
40
Female
61,799
Single
1
High School
Unemployed
11.91766
Urban
Premium
0
5
631
1
2024-05-08 15:21:39.197445
Good
No
Rarely
House
335
14,512
28
Female
18,093
Single
1
Master's
Self-Employed
31.89538
Rural
Basic
0
14
574
3
2022-08-19 15:21:39.237118
Average
No
Monthly
House
588
14,513
19
Male
638
Divorced
null
Master's
Employed
37.383627
Rural
Basic
3
16
522
1
2023-06-27 15:21:39.237118
null
Yes
Rarely
House
742
14,514
58
Female
null
Married
2
Master's
Employed
12.48658
Suburban
Comprehensive
0
9
310
4
2020-05-23 15:21:39.155231
Average
Yes
Daily
Condo
1,853
14,515
54
Female
3,821
Single
0
PhD
Unemployed
51.45595
Urban
Comprehensive
0
18
591
7
2020-05-22 15:21:39.105504
Good
No
Rarely
Condo
2,585
14,516
32
Male
50,812
Divorced
3
PhD
Unemployed
17.49017
Urban
Basic
1
1
452
4
2023-05-11 15:21:39.167099
Average
No
Monthly
House
3,327
14,517
54
Male
30,863
Divorced
2
Master's
null
18.812332
Rural
Basic
1
15
677
1
2023-05-12 15:21:39.172097
Poor
Yes
Rarely
Condo
1,035
14,518
52
Male
70,788
Divorced
3
High School
Employed
24.169231
Suburban
Basic
0
17
551
5
2020-04-11 15:21:39.170099
null
No
Rarely
House
2,044
14,519
40
Male
20,926
Married
3
Master's
Unemployed
3.858106
Rural
Comprehensive
null
1
681
4
2022-10-29 15:21:39.237118
Average
No
Weekly
Apartment
720
14,520
20
Male
17,177
Married
4
Bachelor's
null
11.749791
Rural
Premium
2
15
452
5
2020-12-09 15:21:39.237118
Good
Yes
Daily
Apartment
1,673
14,521
18
Female
21,893
Divorced
3
Master's
null
15.60665
Rural
Comprehensive
2
7
null
8
2022-11-08 15:21:39.144722
Good
Yes
Monthly
Condo
956
14,522
53
Male
18,705
Divorced
2
Bachelor's
Self-Employed
15.443785
Rural
Basic
null
7
314
1
2021-12-05 15:21:39.155231
Poor
No
Rarely
House
2,693
14,523
40
Female
37,486
Divorced
null
High School
Employed
34.256925
Urban
Basic
1
11
314
8
2024-08-07 15:21:39.226954
Average
Yes
Daily
Condo
437
14,524
57
Female
54,088
Single
0
High School
Self-Employed
39.770567
Urban
Premium
1
3
647
3
2021-12-27 15:21:39.175719
null
No
Rarely
Condo
161
14,525
30
Female
544
Married
1
Bachelor's
null
10.982943
Rural
Premium
2
8
null
3
2023-09-05 15:21:39.134960
Good
No
Weekly
Apartment
1,549
14,526
29
Male
52,091
Divorced
3
PhD
Employed
47.788361
Suburban
Basic
1
5
null
5
2024-04-16 15:21:39.177724
Good
No
Monthly
Apartment
426
14,527
51
Female
1,330
Single
4
PhD
Unemployed
27.648004
Rural
Comprehensive
1
0
477
3
2022-06-14 15:21:39.250151
Average
Yes
Weekly
House
24
14,528
62
Female
50,739
Single
4
Bachelor's
Employed
4.01873
Suburban
Premium
1
18
460
1
2021-12-25 15:21:39.215386
Good
Yes
Rarely
House
54
14,529
27
Male
11,571
Single
1
High School
null
25.912357
Urban
Basic
null
18
727
1
2023-03-26 15:21:39.237118
Average
No
Monthly
Apartment
690
14,530
18
Female
13,381
Divorced
1
Master's
Self-Employed
34.519822
Urban
Premium
1
4
538
8
2024-07-02 15:21:39.264504
Good
No
Rarely
Apartment
1,341
14,531
53
Male
77,843
Married
0
High School
Employed
40.694079
Rural
Basic
null
17
325
9
2023-06-16 15:21:39.118178
Poor
No
Monthly
House
2,140
14,532
40
Male
5,541
Divorced
1
Bachelor's
Self-Employed
8.709504
Rural
Premium
3
10
null
6
2019-09-11 15:21:39.237118
Poor
Yes
Weekly
Condo
2,339
14,533
42
Male
44,618
Married
0
Master's
Unemployed
31.845414
Rural
Basic
0
14
602
8
2022-04-14 15:21:39.278402
null
Yes
Weekly
Apartment
1,197
14,534
59
Male
15,199
Divorced
null
PhD
Unemployed
27.292472
Rural
Comprehensive
1
15
null
4
2020-08-28 15:21:39.276901
Poor
Yes
Daily
Condo
1,430
14,535
29
Female
37,506
Single
4
High School
Employed
16.309521
Rural
Basic
null
7
477
9
2024-06-27 15:21:39.087123
Good
Yes
Weekly
Condo
976
14,536
56
Male
91,276
Single
3
Bachelor's
Employed
25.553212
Urban
Premium
0
0
628
3
2023-06-01 15:21:39.148733
Average
Yes
Rarely
Apartment
239
14,537
57
Female
5,939
Married
0
Master's
null
10.836226
Urban
Premium
0
13
508
8
2023-03-24 15:21:39.193945
Good
No
Weekly
Condo
536
14,538
47
Male
38,983
Single
1
PhD
Unemployed
17.330123
Rural
Comprehensive
1
15
848
1
2020-08-14 15:21:39.188220
Good
No
Daily
Condo
882
14,539
29
Female
62,643
Married
2
Master's
Self-Employed
null
Rural
Comprehensive
null
1
624
6
2024-04-10 15:21:39.166062
Poor
Yes
Rarely
House
3,472
14,540
54
Male
null
Divorced
3
Bachelor's
Employed
5.687821
Suburban
Premium
2
12
842
9
2023-12-13 15:21:39.112553
Poor
Yes
Monthly
House
85
14,541
18
Female
271
Single
0
PhD
Employed
7.633395
Rural
Comprehensive
1
12
404
9
2021-02-11 15:21:39.204790
Average
Yes
Daily
Apartment
3,642
14,542
41
Female
90,500
Married
3
High School
null
17.2709
Suburban
Premium
2
6
842
9
2024-06-30 15:21:39.089116
Average
Yes
Daily
House
2,089
14,543
null
Female
43,437
Married
0
PhD
Self-Employed
9.806579
Urban
Comprehensive
null
18
356
7
2020-10-29 15:21:39.206847
Poor
Yes
Rarely
House
962
14,544
35
Female
48,293
Divorced
1
Master's
Self-Employed
22.826365
Rural
Premium
null
12
329
8
2021-06-18 15:21:39.174719
Poor
No
Weekly
Apartment
871
14,545
57
Female
6,847
Divorced
0
Bachelor's
Employed
11.597529
Rural
Basic
2
14
556
3
2024-03-22 15:21:39.155231
Poor
Yes
Monthly
House
991
14,546
20
Female
27,382
Divorced
4
Master's
Self-Employed
7.001426
Suburban
Comprehensive
null
0
648
9
2024-04-20 15:21:39.204790
Good
Yes
Rarely
House
963
14,547
61
Male
8,094
Divorced
0
High School
Unemployed
28.824409
Suburban
Premium
1
1
765
6
2023-04-01 15:21:39.237118
Good
Yes
Weekly
Apartment
1,531
14,548
35
Female
107,327
Married
3
Bachelor's
Unemployed
35.003089
Rural
Basic
null
7
327
8
2021-03-20 15:21:39.172097
Good
Yes
Monthly
Condo
1,068
14,549
25
Female
80,555
Single
4
Bachelor's
Unemployed
40.964375
Urban
Premium
null
9
410
8
2020-05-01 15:21:39.152732
Good
No
Rarely
Condo
826
14,550
39
Male
39,095
Divorced
1
Bachelor's
Employed
41.939343
Rural
Comprehensive
1
11
719
3
2024-05-06 15:21:39.134960
null
Yes
Weekly
Apartment
1,542
14,551
59
Female
147,876
Single
1
PhD
null
45.567321
Suburban
Basic
0
2
422
1
2024-06-07 15:21:39.123711
Poor
No
Weekly
House
3,107
14,552
26
Male
1,844
Divorced
2
PhD
Self-Employed
20.162842
Suburban
Premium
0
15
397
7
2020-12-18 15:21:39.267454
Poor
Yes
Weekly
House
512
14,553
23
Female
31,180
Married
3
PhD
Unemployed
6.379826
Urban
Premium
null
13
487
2
2024-07-15 15:21:39.155231
Poor
No
Daily
Apartment
954
14,554
18
Female
81,740
Married
0
Bachelor's
Employed
42.643123
Urban
Premium
1
11
753
8
2022-07-24 15:21:39.094752
Average
Yes
Weekly
Condo
109
14,555
18
Female
3,118
Divorced
4
Master's
Self-Employed
38.796408
Rural
Premium
3
2
405
1
2024-01-29 15:21:39.252145
Poor
No
Daily
Apartment
100
14,556
34
Female
17,091
Divorced
1
Bachelor's
Self-Employed
20.858991
Urban
Comprehensive
0
4
517
1
2021-01-31 15:21:39.216387
Good
No
Rarely
House
981
14,557
32
Female
11,090
Single
4
High School
Employed
11.695089
Rural
Basic
null
17
515
5
2023-04-09 15:21:39.192212
Good
Yes
Daily
Condo
812
14,558
28
Male
6,095
Single
3
High School
null
45.639609
Suburban
Basic
0
6
838
3
2024-06-08 15:21:39.080184
Poor
Yes
Rarely
Condo
871
14,559
60
Female
45,907
Divorced
0
PhD
Self-Employed
33.854368
Suburban
Comprehensive
0
3
null
1
2022-06-19 15:21:39.261856
Good
Yes
Monthly
House
763
14,560
35
Male
80,562
Single
2
High School
Employed
39.895521
Suburban
Comprehensive
null
2
389
6
2020-05-21 15:21:39.222387
Average
No
Weekly
Apartment
1,379
14,561
57
Female
3,714
Divorced
4
PhD
Self-Employed
24.172475
Suburban
Basic
2
1
null
2
2022-12-12 15:21:39.206847
Average
No
Weekly
Condo
718
14,562
59
Male
6,964
Divorced
4
PhD
Employed
26.011387
Suburban
Comprehensive
1
1
708
4
2021-03-23 15:21:39.101733
Good
Yes
Monthly
House
1,161
14,563
27
Female
45,107
Married
0
PhD
null
26.372159
Urban
Basic
1
5
null
1
2023-01-09 15:21:39.155231
Good
Yes
Monthly
Condo
887
14,564
61
Female
148,936
Married
4
Bachelor's
Self-Employed
19.451749
Rural
Comprehensive
1
1
319
6
2022-10-02 15:21:39.120168
Average
No
Daily
House
903
14,565
36
Male
23,532
Single
3
Bachelor's
Self-Employed
30.917307
Urban
Basic
null
16
581
4
2022-05-11 15:21:39.134960
Good
Yes
Weekly
Apartment
912
14,566
34
Female
18,550
Divorced
4
High School
null
50.638544
Rural
Comprehensive
1
1
829
6
2020-03-20 15:21:39.274993
Average
No
Weekly
Apartment
913
14,567
32
Male
null
Single
0
Bachelor's
null
12.691926
Rural
Premium
1
0
809
8
2022-05-14 15:21:39.119168
Good
Yes
Daily
House
75
14,568
21
Female
75,988
Married
3
PhD
Unemployed
19.037751
Suburban
Basic
null
9
592
9
2019-12-26 15:21:39.177724
Average
Yes
Weekly
House
2,577
14,569
20
Male
47,293
Divorced
3
Bachelor's
Self-Employed
39.24198
Suburban
Basic
2
19
367
6
2022-04-16 15:21:39.249100
Average
Yes
Monthly
Apartment
910
14,570
62
Male
3,740
Married
null
PhD
Unemployed
14.067257
Suburban
Premium
2
18
722
6
2020-07-14 15:21:39.131192
Good
Yes
Rarely
Condo
614
14,571
44
Male
77,563
Divorced
3
PhD
null
33.235535
Rural
Basic
0
6
436
2
2023-09-24 15:21:39.245086
Good
Yes
Monthly
House
602
14,572
23
Male
20,385
Married
2
Master's
Employed
28.966703
Suburban
Comprehensive
2
14
568
2
2020-06-08 15:21:39.122134
Poor
No
Rarely
House
3,379
14,573
51
Male
3,851
Divorced
2
Bachelor's
null
12.527188
Rural
Basic
1
14
742
5
2020-01-21 15:21:39.237118
Good
Yes
Weekly
House
2,909
14,574
36
Male
null
Single
0
PhD
null
17.874019
Rural
Premium
4
16
765
7
2021-09-27 15:21:39.134960
Average
Yes
Rarely
Apartment
2,125
14,575
58
Male
1,359
Married
4
High School
Employed
51.802708
Suburban
Basic
null
15
394
4
2022-07-26 15:21:39.166062
Poor
Yes
Monthly
Condo
942
14,576
52
Male
15,480
Married
0
Master's
Unemployed
23.919486
Suburban
Comprehensive
null
11
704
2
2020-09-03 15:21:39.155231
Average
Yes
Daily
Condo
653
14,577
33
Male
85,194
Married
0
PhD
Self-Employed
37.1914
Suburban
Comprehensive
1
2
393
3
2021-10-25 15:21:39.220389
Poor
No
Weekly
Apartment
302
14,578
39
Female
10,892
Married
2
Master's
Employed
24.95536
Urban
Basic
1
19
null
3
2020-03-15 15:21:39.102694
Good
Yes
Daily
House
744
14,579
55
Female
15,509
Married
2
Bachelor's
Self-Employed
13.908236
Rural
Basic
null
7
null
3
2023-04-19 15:21:39.143708
Poor
Yes
Daily
House
518
14,580
45
Male
62,355
Married
3
Master's
Employed
47.079065
Rural
Basic
null
1
638
5
2022-01-08 15:21:39.116179
Average
Yes
Monthly
Condo
101
14,581
31
Male
43,924
Married
3
PhD
Self-Employed
24.282098
Urban
Comprehensive
null
8
395
5
2023-07-01 15:21:39.086123
Poor
Yes
Rarely
Condo
659
14,582
26
Male
8,390
Single
1
Master's
Unemployed
19.817018
Suburban
Basic
null
6
323
2
2021-07-27 15:21:39.119168
Poor
No
Rarely
Condo
2,813
14,583
61
Female
15,687
Single
4
Bachelor's
Unemployed
30.051427
Urban
Basic
0
18
729
2
2023-07-18 15:21:39.083497
Good
Yes
Rarely
Apartment
1,334
14,584
31
Male
8,096
Single
3
Bachelor's
null
null
Urban
Basic
4
19
553
8
2024-05-28 15:21:39.175719
Good
Yes
Rarely
House
1,138
14,585
33
Male
25,066
Divorced
4
Bachelor's
Unemployed
14.479562
Urban
Basic
0
17
330
5
2020-07-10 15:21:39.282785
Average
No
Rarely
Condo
827
14,586
35
Female
18,051
Married
0
PhD
Employed
33.386468
Suburban
Basic
null
9
661
8
2023-07-26 15:21:39.155231
Good
Yes
Weekly
Condo
38
14,587
54
Male
97,906
Married
1
High School
Employed
16.599719
Rural
Basic
1
1
657
9
2020-08-19 15:21:39.134960
null
No
Daily
House
2,140
14,588
36
Male
16,991
Married
4
PhD
Employed
27.391312
Rural
Premium
1
7
730
9
2021-11-22 15:21:39.281787
Average
Yes
Rarely
House
1,230
14,589
22
Female
20,535
Married
0
Bachelor's
Self-Employed
11.812236
Suburban
Premium
null
4
533
3
2023-11-10 15:21:39.192212
Good
No
Monthly
Condo
1,706
14,590
49
Male
11,514
Married
0
High School
null
21.808055
Rural
Premium
null
12
796
2
2021-09-30 15:21:39.236064
Good
No
Daily
Apartment
1,074
14,591
62
Male
3,572
Single
3
Master's
Employed
null
Suburban
Premium
null
18
586
3
2022-01-03 15:21:39.109552
Good
No
Weekly
Apartment
576
14,592
56
Male
5,820
Single
4
PhD
null
23.927392
Suburban
Basic
1
7
629
4
2020-01-15 15:21:39.134960
Average
No
Monthly
Condo
561
14,593
40
Male
62,494
Single
1
Bachelor's
null
29.823404
Suburban
Basic
2
13
711
4
2019-12-24 15:21:39.155231
Poor
Yes
Rarely
Apartment
38
14,594
30
Male
1,138
Married
3
PhD
null
13.527904
Suburban
Comprehensive
1
2
787
4
2023-02-15 15:21:39.251142
Good
Yes
Daily
Condo
2,069
14,595
59
Male
67,939
Married
0
High School
Self-Employed
6.079975
Urban
Comprehensive
null
10
581
6
2019-10-16 15:21:39.134960
Average
Yes
Rarely
Condo
2,975
14,596
49
Male
38,230
Married
2
Master's
Unemployed
14.240745
Urban
Premium
null
3
698
4
2022-07-11 15:21:39.098696
Poor
Yes
Weekly
House
473
14,597
48
Female
32,350
Single
0
PhD
Unemployed
25.292555
Urban
Basic
null
0
534
5
2024-01-23 15:21:39.211806
Good
No
Weekly
House
1,420
14,598
51
Female
51,582
Divorced
0
PhD
Employed
24.935505
Urban
Premium
2
7
677
4
2021-11-21 15:21:39.102694
Poor
Yes
Daily
Condo
2,295
14,599
20
Male
1,349
Married
1
Bachelor's
null
33.265501
Suburban
Premium
1
8
559
4
2021-06-21 15:21:39.132191
Good
Yes
Daily
Apartment
268