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
21,500
57
Male
15,198
Married
0
High School
Unemployed
8.837684
Suburban
Premium
1
1
574
7
2021-11-09 15:21:39.134960
Good
Yes
Monthly
House
855
21,501
50
Female
17,553
Married
3
PhD
Unemployed
22.392894
Urban
Premium
3
17
762
8
2023-09-30 15:21:39.147735
Poor
No
Daily
House
78
21,502
50
Male
47,869
Married
4
PhD
null
49.127788
Urban
Comprehensive
null
6
null
3
2020-11-30 15:21:39.267454
Good
No
Daily
House
150
21,503
47
Female
2,628
Married
2
Master's
Self-Employed
10.553414
Rural
Premium
null
13
629
2
2021-11-02 15:21:39.237118
Poor
No
Rarely
Condo
2,895
21,504
19
Female
6,093
Married
1
High School
Employed
21.638331
Suburban
Premium
0
15
799
9
2022-02-09 15:21:39.228521
Good
No
Rarely
Condo
1,485
21,505
22
Male
91,518
Divorced
4
Master's
Self-Employed
48.918284
Suburban
Comprehensive
1
9
454
4
2022-02-17 15:21:39.155231
Average
No
Weekly
Apartment
973
21,506
60
Male
116,532
Married
3
High School
Employed
11.919
Suburban
Basic
null
18
731
9
2019-12-03 15:21:39.237118
Average
Yes
Monthly
House
2,094
21,507
29
Female
61,557
Married
null
Bachelor's
Employed
25.611595
Suburban
Basic
0
3
761
2
2023-07-23 15:21:39.226954
Poor
Yes
Monthly
Condo
214
21,508
25
Male
35,706
Married
3
PhD
Unemployed
9.481814
Urban
Comprehensive
null
0
422
3
2022-04-02 15:21:39.179186
Good
Yes
Rarely
Apartment
662
21,509
51
Female
29,137
Single
2
Master's
Unemployed
19.134866
Rural
Comprehensive
0
9
659
5
2023-12-27 15:21:39.155231
Good
Yes
Daily
House
505
21,510
19
Male
14,283
Single
0
Bachelor's
Employed
21.036849
Suburban
Basic
1
3
662
1
2023-07-22 15:21:39.155231
Average
Yes
Rarely
Condo
1,030
21,511
63
Male
44,280
Single
3
High School
Unemployed
39.145063
Urban
Comprehensive
0
13
515
6
2021-11-06 15:21:39.282785
Average
No
Daily
House
1,137
21,512
53
Female
51,774
Single
0
Bachelor's
Unemployed
50.917566
Suburban
Basic
1
11
410
2
2020-01-19 15:21:39.186212
Average
No
Monthly
Apartment
992
21,513
60
Male
21,258
Single
4
PhD
Employed
7.492416
Urban
Basic
null
16
642
3
2024-05-12 15:21:39.206847
Average
Yes
Monthly
Apartment
1,015
21,514
25
Female
28,199
Married
0
PhD
Employed
8.835962
Suburban
Comprehensive
1
15
589
3
2021-01-09 15:21:39.281787
Poor
Yes
Daily
House
1,207
21,515
19
Female
35,781
Single
1
Master's
null
7.192727
Suburban
Premium
1
8
null
6
2024-04-30 15:21:39.279729
Good
No
Daily
Condo
687
21,516
53
Male
143,597
Single
1
High School
null
45.456847
Suburban
Comprehensive
null
9
691
5
2022-04-28 15:21:39.083497
Good
No
Daily
House
4,815
21,517
42
Male
57,627
Married
2
High School
Unemployed
28.041387
Rural
Premium
null
16
514
1
2021-02-15 15:21:39.192212
Average
No
Rarely
Apartment
385
21,518
21
Female
71,599
Single
0
PhD
Self-Employed
41.835663
Rural
Comprehensive
1
6
307
2
2022-09-02 15:21:39.155231
Poor
No
Rarely
Apartment
478
21,519
64
Male
33,045
Married
4
PhD
Unemployed
43.519791
Urban
Premium
0
5
520
4
2020-12-31 15:21:39.231531
Good
No
Rarely
Apartment
424
21,520
46
Male
56,534
Single
0
Bachelor's
Employed
33.074761
Suburban
Premium
null
4
null
3
2023-06-11 15:21:39.282785
Good
No
Monthly
Apartment
392
21,521
35
Female
723
Single
2
Master's
null
26.336936
Suburban
Premium
1
14
651
6
2022-09-25 15:21:39.155231
Poor
Yes
Monthly
Apartment
114
21,522
54
Female
1,168
Divorced
2
PhD
Self-Employed
8.065152
Suburban
Basic
2
18
null
6
2021-03-26 15:21:39.134960
Good
Yes
Daily
House
1,136
21,523
53
Male
1,277
Married
2
Master's
null
13.882288
Urban
Premium
0
6
331
2
2021-01-20 15:21:39.247098
Average
No
Daily
House
787
21,524
61
Male
1,277
Married
3
Master's
Self-Employed
15.60604
Suburban
Comprehensive
null
9
659
2
2023-11-18 15:21:39.208842
null
No
Monthly
Condo
1,133
21,525
26
Female
23,716
null
1
High School
null
32.093292
Rural
Premium
1
4
null
5
2021-05-17 15:21:39.155231
Average
No
Rarely
House
715
21,526
58
Female
16,054
Divorced
3
Bachelor's
null
31.764483
Urban
Comprehensive
null
14
734
3
2021-07-19 15:21:39.134960
Good
No
Daily
House
3,128
21,527
48
Female
33,284
Single
4
Master's
null
36.719263
Urban
Comprehensive
null
8
null
8
2022-02-21 15:21:39.246098
Good
No
Rarely
House
1,061
21,528
47
Female
18,078
Divorced
3
Bachelor's
null
35.539363
Suburban
Comprehensive
null
11
311
4
2022-02-17 15:21:39.121169
Good
Yes
Daily
Condo
38
21,529
31
Male
18,789
Single
4
Bachelor's
Unemployed
6.694064
Suburban
Premium
0
3
730
7
2021-10-12 15:21:39.152732
Poor
Yes
Monthly
Condo
1,126
21,530
51
Male
43,414
Married
null
Bachelor's
Employed
16.274901
Rural
Premium
0
0
555
6
2022-09-19 15:21:39.237118
Average
Yes
Weekly
House
1,377
21,531
30
Female
43,932
Married
null
PhD
Unemployed
40.77441
Suburban
Comprehensive
1
12
558
9
2022-10-23 15:21:39.237118
Average
No
Rarely
Condo
906
21,532
55
Male
15,532
Single
1
Master's
Unemployed
23.97907
Rural
Premium
null
10
540
7
2019-11-04 15:21:39.281787
Poor
Yes
Monthly
Condo
605
21,533
25
Female
733
Married
4
Bachelor's
null
15.547224
Urban
Basic
3
2
790
1
2022-08-11 15:21:39.198406
Good
No
Weekly
Condo
912
21,534
50
Male
6,916
Single
null
Master's
null
30.835257
Rural
Premium
2
0
673
1
2023-09-22 15:21:39.219432
Average
No
Weekly
Apartment
1,140
21,535
63
Male
123,573
Single
3
Bachelor's
Unemployed
22.611435
Suburban
Comprehensive
null
7
590
1
2024-02-05 15:21:39.237118
Average
Yes
Daily
House
407
21,536
58
Male
28,983
Married
1
Bachelor's
null
49.923784
Suburban
Comprehensive
1
19
null
8
2021-10-31 15:21:39.155231
null
Yes
Rarely
House
663
21,537
49
Female
87,844
Divorced
2
Bachelor's
Unemployed
10.874652
Rural
Basic
2
0
817
4
2020-08-30 15:21:39.129190
Average
Yes
Daily
Condo
3,516
21,538
25
Female
28,280
Divorced
4
Master's
null
22.682535
Urban
Basic
null
10
743
4
2022-02-25 15:21:39.081504
Good
Yes
Daily
Apartment
1,404
21,539
41
Male
null
Single
1
High School
null
15.857345
Urban
Premium
2
6
562
9
2023-12-13 15:21:39.131192
Average
Yes
Rarely
Condo
211
21,540
39
Male
43,419
Single
2
Master's
Employed
24.774529
Suburban
Premium
0
3
729
4
2020-12-03 15:21:39.121169
Good
Yes
Monthly
Apartment
596
21,541
20
Female
3,142
Single
0
Bachelor's
Employed
33.65672
Urban
Basic
null
8
null
9
2020-04-13 15:21:39.192212
Poor
Yes
Rarely
House
2,159
21,542
46
Male
17,921
Single
3
PhD
Unemployed
23.797564
Suburban
Premium
1
15
639
5
2024-03-04 15:21:39.256696
Poor
No
Daily
House
1,784
21,543
64
Female
29,087
Single
2
High School
null
35.937441
Urban
Basic
1
1
538
5
2019-11-22 15:21:39.144722
Average
No
Monthly
Apartment
756
21,544
51
Male
106,047
Divorced
4
PhD
Unemployed
25.954364
Rural
Comprehensive
1
5
null
3
2024-05-11 15:21:39.260856
Poor
No
Monthly
Condo
100
21,545
22
Female
20,163
Single
4
PhD
null
27.065921
Rural
Comprehensive
0
16
312
5
2019-10-25 15:21:39.150730
Average
Yes
Monthly
House
1,031
21,546
47
Male
46,301
Married
0
Bachelor's
Self-Employed
23.854269
Urban
Comprehensive
2
4
846
6
2021-05-17 15:21:39.226954
Poor
Yes
Rarely
House
3,663
21,547
38
Male
20,370
Divorced
0
Bachelor's
Employed
27.958339
Suburban
Premium
0
1
679
4
2022-06-25 15:21:39.134960
Good
Yes
Monthly
Condo
1,083
21,548
38
Female
5,076
Single
1
Bachelor's
null
28.046885
Urban
Basic
0
3
566
1
2019-12-03 15:21:39.286113
Good
No
Rarely
Condo
1,089
21,549
51
Female
2,445
Single
1
Bachelor's
Employed
null
Urban
Comprehensive
1
5
718
4
2020-12-04 15:21:39.235012
Poor
Yes
Weekly
House
962
21,550
43
Male
30,553
Married
null
High School
null
41.695598
Rural
Basic
2
19
null
6
2023-08-20 15:21:39.116179
Poor
No
Monthly
Condo
1,629
21,551
51
Female
11,982
null
3
High School
Employed
48.103822
Rural
Premium
2
16
693
6
2023-02-28 15:21:39.093681
Poor
No
Rarely
House
639
21,552
27
Male
20,981
Married
0
Master's
Self-Employed
19.011641
Suburban
Comprehensive
null
15
761
6
2020-04-30 15:21:39.207847
Poor
Yes
Daily
House
916
21,553
20
Female
23,432
Married
null
Bachelor's
null
5.096855
Rural
Basic
1
0
468
9
2021-03-20 15:21:39.286113
Average
No
Monthly
Condo
224
21,554
63
Male
43,629
Single
3
PhD
null
19.507945
Rural
Premium
3
15
779
7
2022-09-11 15:21:39.274993
Average
Yes
Weekly
Apartment
313
21,555
56
Female
55,528
Single
2
Bachelor's
Unemployed
37.692674
Rural
Premium
1
5
332
4
2024-04-02 15:21:39.237118
Poor
No
Rarely
House
2,213
21,556
64
Male
381
Married
1
Bachelor's
null
11.166693
Suburban
Premium
null
4
637
1
2022-08-24 15:21:39.283783
Good
Yes
Weekly
Condo
462
21,557
49
Male
12,215
Divorced
2
Bachelor's
Self-Employed
13.518526
Urban
Basic
null
16
590
1
2023-10-18 15:21:39.134960
Poor
No
Daily
Condo
2,635
21,558
64
Female
96,181
Divorced
3
Master's
Employed
35.895395
Urban
Basic
2
9
644
8
2019-08-24 15:21:39.148733
Good
Yes
Weekly
Condo
2,494
21,559
26
Male
15,279
Divorced
1
PhD
Employed
39.474507
Urban
Basic
null
2
826
8
2023-11-14 15:21:39.081504
Poor
Yes
Monthly
Condo
132
21,560
62
Female
7,881
Divorced
2
High School
null
27.09963
Suburban
Premium
0
8
796
5
2022-07-10 15:21:39.223901
Good
No
Weekly
Condo
1,481
21,561
46
Female
4,440
Married
1
PhD
null
31.766101
Rural
Comprehensive
0
11
null
6
2020-09-03 15:21:39.270454
Good
Yes
Weekly
Condo
175
21,562
33
Male
9,799
Divorced
3
High School
null
33.165629
Rural
Basic
2
19
814
8
2020-04-04 15:21:39.134960
Poor
No
Weekly
House
1,721
21,563
57
Male
45,678
Divorced
2
Bachelor's
Unemployed
25.57773
Urban
Comprehensive
0
18
378
4
2021-01-01 15:21:39.257696
Poor
Yes
Monthly
Apartment
2,917
21,564
43
Female
123,413
Divorced
0
PhD
Employed
42.024416
Urban
Basic
2
12
342
7
2022-04-07 15:21:39.264504
Good
Yes
Daily
Condo
622
21,565
33
Female
29,006
Married
3
PhD
null
39.902307
Suburban
Basic
2
7
674
8
2024-05-16 15:21:39.226954
Average
No
Monthly
Apartment
631
21,566
24
Female
23,457
Divorced
1
Master's
Employed
37.719473
Urban
Premium
2
16
755
2
2021-06-09 15:21:39.086123
Poor
No
Monthly
Apartment
762
21,567
31
Female
20,498
Married
4
Master's
Unemployed
8.82713
Suburban
Premium
0
13
694
9
2024-03-28 15:21:39.134960
Good
Yes
Rarely
Apartment
755
21,568
44
Male
43,882
Single
3
High School
null
22.835494
Urban
Premium
null
4
547
9
2022-07-04 15:21:39.190215
Average
Yes
Monthly
Condo
605
21,569
53
Female
40,456
Single
3
Master's
Employed
41.512655
Urban
Comprehensive
0
14
505
8
2020-07-22 15:21:39.128286
Average
No
Weekly
Condo
837
21,570
null
Female
61,811
Married
4
High School
Employed
27.493951
Rural
Comprehensive
null
17
434
9
2021-07-02 15:21:39.134960
Poor
Yes
Monthly
House
669
21,571
60
Male
11,577
Married
3
High School
Employed
37.173545
Suburban
Premium
0
6
null
5
2021-10-16 15:21:39.148733
Good
No
Monthly
Condo
523
21,572
50
Female
12,062
Married
2
Bachelor's
Unemployed
37.93856
Rural
Premium
1
9
439
3
2020-08-25 15:21:39.283783
Average
Yes
Weekly
Apartment
482
21,573
46
Male
23,956
Single
1
High School
null
32.594496
Rural
Comprehensive
2
5
840
5
2024-03-23 15:21:39.154008
Poor
No
Weekly
House
398
21,574
null
Male
74,484
Married
0
Master's
Self-Employed
null
Rural
Premium
3
18
629
3
2023-03-20 15:21:39.086123
Good
Yes
Weekly
House
111
21,575
18
Female
31,003
Married
2
PhD
Self-Employed
19.9924
Urban
Basic
1
0
null
2
2020-04-14 15:21:39.237118
Good
No
Monthly
Condo
809
21,576
60
Male
57,154
Married
4
High School
null
47.851387
Suburban
Premium
3
8
694
2
2021-02-09 15:21:39.180553
Poor
No
Rarely
House
24
21,577
43
Male
452
Divorced
3
Bachelor's
Self-Employed
15.427439
Suburban
Comprehensive
1
19
433
1
2022-09-29 15:21:39.092127
Poor
Yes
Weekly
Apartment
2,741
21,578
55
Male
10,192
Divorced
1
Master's
Employed
null
Urban
Comprehensive
null
5
511
2
2020-06-21 15:21:39.182597
Poor
Yes
Rarely
Apartment
1,116
21,579
43
Female
7,093
Single
0
High School
Unemployed
16.188944
Suburban
Comprehensive
0
8
783
3
2024-02-20 15:21:39.155231
Average
No
Daily
Condo
557
21,580
24
Male
39,069
Single
2
High School
Employed
13.907912
Rural
Comprehensive
1
8
836
2
2022-10-26 15:21:39.134960
Average
Yes
Rarely
House
1,237
21,581
null
Male
28,251
Divorced
1
Bachelor's
null
39.735909
Urban
Premium
3
5
552
6
2022-04-27 15:21:39.236064
Average
No
Monthly
Condo
894
21,582
55
Male
10,188
Single
null
Bachelor's
Self-Employed
36.793941
Urban
Basic
null
4
542
6
2021-03-25 15:21:39.263607
Poor
No
Weekly
Condo
1,162
21,583
19
Male
26,211
Married
0
Master's
Self-Employed
11.636263
Rural
Basic
0
3
832
6
2021-07-02 15:21:39.224915
Average
Yes
Rarely
Condo
915
21,584
61
Female
17,069
Married
3
PhD
Self-Employed
32.583907
Urban
Comprehensive
0
4
547
8
2022-03-27 15:21:39.197445
Average
Yes
Rarely
House
282
21,585
50
Male
74,610
Single
2
Bachelor's
Self-Employed
24.955358
Suburban
Basic
null
8
330
8
2023-01-27 15:21:39.126661
Good
Yes
Rarely
Condo
775
21,586
29
Male
74,834
Divorced
4
High School
null
23.487818
Rural
Basic
2
14
382
7
2019-09-29 15:21:39.079128
Poor
Yes
Daily
House
2,456
21,587
21
Male
25,809
Married
4
PhD
null
29.027345
Suburban
Comprehensive
0
11
329
3
2022-05-27 15:21:39.257696
Average
Yes
Rarely
Apartment
2,075
21,588
62
Male
131,853
Divorced
3
Master's
Unemployed
39.976377
Rural
Comprehensive
1
5
442
9
2021-02-15 15:21:39.176717
Average
No
Daily
Apartment
473
21,589
37
Male
51,628
Divorced
0
High School
Unemployed
41.624555
Rural
Comprehensive
null
13
432
9
2022-12-21 15:21:39.134960
Good
Yes
Daily
Condo
2,856
21,590
53
Female
11,989
Married
1
Master's
Unemployed
5.973505
Urban
Comprehensive
2
17
752
7
2019-10-21 15:21:39.155231
Poor
Yes
Daily
Condo
834
21,591
33
Female
30,644
Married
3
Bachelor's
null
46.999567
Urban
Comprehensive
1
16
619
2
2020-03-16 15:21:39.148733
Good
No
Monthly
House
111
21,592
32
Female
16,996
Single
2
PhD
Self-Employed
8.816127
Rural
Comprehensive
0
3
328
1
2021-12-23 15:21:39.092127
Poor
Yes
Rarely
House
1,409
21,593
32
Female
15,456
Divorced
0
Master's
Unemployed
41.749496
Suburban
Basic
0
9
807
9
2020-04-10 15:21:39.091080
Average
No
Weekly
House
563
21,594
21
Male
145,748
Single
1
Master's
Employed
16.64356
Rural
Basic
null
11
373
5
2020-01-07 15:21:39.129190
Average
Yes
Rarely
Condo
927
21,595
34
Female
2,744
Divorced
4
Master's
Unemployed
45.681257
Urban
Comprehensive
1
4
543
4
2023-12-06 15:21:39.237118
Good
Yes
Weekly
House
3,427
21,596
31
Female
12,837
Divorced
4
Bachelor's
null
13.803927
Urban
Premium
0
19
558
4
2023-04-07 15:21:39.081504
Poor
No
Monthly
Condo
338
21,597
44
Female
64,358
Single
4
Master's
Employed
40.827903
Suburban
Comprehensive
1
1
601
5
2022-12-04 15:21:39.216387
Good
No
Rarely
Apartment
409
21,598
25
Male
132,456
Married
0
PhD
null
7.444217
Rural
Premium
null
16
361
9
2024-07-12 15:21:39.155231
null
Yes
Weekly
Apartment
1,624
21,599
20
Male
61,162
Single
3
Bachelor's
Employed
32.819383
Rural
Basic
0
8
466
5
2020-01-30 15:21:39.105504
Poor
Yes
Monthly
House
2,945