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
53,500
64
Female
20,290
Divorced
0
High School
Unemployed
23.91956
Urban
Premium
null
12
559
2
2022-07-13 15:21:39.177724
Poor
Yes
Monthly
Apartment
1,012
53,501
57
Male
18,077
Married
null
Bachelor's
Self-Employed
36.759068
Rural
Premium
null
9
642
1
2023-05-10 15:21:39.167099
Good
Yes
Monthly
House
882
53,502
49
Female
99,877
Divorced
2
Bachelor's
null
36.810218
Urban
Basic
1
11
504
7
2022-03-05 15:21:39.119168
Good
No
Rarely
Apartment
3,244
53,503
29
Female
25,500
Divorced
2
PhD
null
24.268744
Suburban
Premium
null
10
356
1
2021-10-11 15:21:39.237118
Good
No
Monthly
Apartment
1,335
53,504
61
Male
36,920
Married
1
PhD
Employed
50.175639
Suburban
Basic
1
16
null
9
2019-11-16 15:21:39.173834
Average
Yes
Weekly
House
710
53,505
23
Female
137,855
Married
2
Bachelor's
Employed
10.702787
Urban
Comprehensive
1
13
805
6
2024-02-05 15:21:39.146733
Good
No
Daily
House
164
53,506
42
Female
47,293
Married
1
Bachelor's
Unemployed
31.824203
Rural
Premium
0
14
null
9
2020-07-26 15:21:39.199447
Poor
Yes
Monthly
Condo
262
53,507
31
Male
25,404
Divorced
4
High School
Unemployed
23.622117
Suburban
Basic
1
5
581
2
2020-12-05 15:21:39.259788
Good
No
Monthly
Condo
1,033
53,508
35
Female
84,796
Divorced
4
PhD
null
12.487815
Urban
Comprehensive
null
9
321
2
2023-02-06 15:21:39.171102
Good
Yes
Daily
Condo
488
53,509
29
Female
18,340
Divorced
0
Master's
null
46.948765
Rural
Basic
0
11
633
9
2021-09-15 15:21:39.091080
Good
Yes
Monthly
Apartment
1,032
53,510
58
Male
624
Single
3
Master's
Self-Employed
15.937885
Suburban
Basic
1
19
null
5
2024-01-09 15:21:39.093681
Poor
No
Monthly
Condo
2,580
53,511
37
Male
132,228
Married
0
PhD
Unemployed
4.812466
Urban
Basic
3
5
370
9
2024-01-12 15:21:39.184157
Average
No
Monthly
Apartment
29
53,512
54
Female
121,073
Married
4
Bachelor's
Self-Employed
10.382712
Suburban
Basic
1
12
485
9
2022-08-19 15:21:39.185215
Average
Yes
Daily
House
25
53,513
30
Female
86,751
Single
3
Master's
Employed
16.939804
Urban
Comprehensive
1
17
null
8
2023-03-12 15:21:39.190215
null
Yes
Rarely
House
58
53,514
41
Male
2,513
Single
1
PhD
Unemployed
3.96735
Urban
Comprehensive
1
7
446
9
2024-04-13 15:21:39.081504
Poor
Yes
Daily
Condo
846
53,515
52
Female
5,046
Single
3
PhD
Employed
38.724564
Rural
Comprehensive
1
11
567
5
2024-01-31 15:21:39.187211
Good
Yes
Monthly
Apartment
1,030
53,516
24
Female
7,096
Married
4
Bachelor's
Self-Employed
5.993882
Suburban
Comprehensive
null
6
783
9
2019-09-26 15:21:39.213373
Poor
No
Rarely
House
447
53,517
30
Male
15,393
Married
0
Bachelor's
Self-Employed
38.691181
Urban
Premium
2
11
694
3
2022-12-12 15:21:39.170099
Good
No
Daily
Apartment
1,683
53,518
37
Female
30,961
Married
3
High School
null
30.8284
Rural
Premium
null
13
null
2
2020-04-17 15:21:39.134960
Poor
No
Daily
House
1,552
53,519
44
Male
17,408
Single
3
High School
Self-Employed
4.445052
Suburban
Comprehensive
null
10
393
9
2021-08-30 15:21:39.171102
Poor
Yes
Weekly
Apartment
596
53,520
47
Female
23,983
Married
null
High School
Unemployed
31.881438
Rural
Basic
1
19
724
5
2024-06-19 15:21:39.260856
Average
No
Daily
House
2,273
53,521
null
Male
82,992
Single
0
Bachelor's
null
19.38252
Rural
Premium
1
4
575
5
2020-03-11 15:21:39.134960
Good
Yes
Rarely
Condo
201
53,522
43
Female
30,497
Divorced
4
Bachelor's
Unemployed
45.878708
Urban
Premium
1
1
636
6
2019-09-18 15:21:39.281787
Good
Yes
Daily
House
1,434
53,523
62
Female
17,069
Married
4
PhD
Self-Employed
28.454426
Suburban
Basic
null
3
null
9
2022-10-06 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,230
53,524
57
Female
15,870
Married
1
Bachelor's
null
9.979613
Suburban
Premium
null
12
711
1
2024-05-19 15:21:39.155231
Average
Yes
Rarely
Apartment
478
53,525
42
Male
5,550
Married
4
PhD
Unemployed
27.779919
Urban
Comprehensive
1
0
486
8
2020-11-25 15:21:39.134960
Poor
No
Monthly
House
654
53,526
53
Male
1,215
Single
3
Bachelor's
null
20.553394
Suburban
Basic
null
5
813
3
2020-01-27 15:21:39.090124
Poor
Yes
Rarely
Condo
239
53,527
60
Male
469
Married
2
Bachelor's
Unemployed
null
Rural
Premium
null
14
603
7
2022-11-10 15:21:39.172097
Poor
Yes
Monthly
House
1,056
53,528
19
Female
35,644
Single
3
Master's
Employed
9.555949
Rural
Comprehensive
null
2
566
4
2024-03-15 15:21:39.103944
Average
No
Daily
Condo
1,537
53,529
38
Male
128,810
Single
0
Bachelor's
null
23.906237
Suburban
Premium
0
8
370
6
2021-04-17 15:21:39.191219
Poor
No
Daily
House
652
53,530
59
Male
9,385
Single
1
Bachelor's
Self-Employed
37.879672
Rural
Basic
1
14
585
3
2022-02-10 15:21:39.230483
Average
No
Monthly
Apartment
715
53,531
24
Female
39,593
Single
0
PhD
null
8.275534
Urban
Basic
null
10
689
9
2020-12-11 15:21:39.082499
Good
No
Rarely
Apartment
2,052
53,532
49
Female
24,862
Married
2
Bachelor's
null
19.0817
Rural
Basic
2
2
462
6
2024-02-02 15:21:39.261856
Poor
Yes
Weekly
Condo
693
53,533
45
Female
29,585
Divorced
2
High School
Employed
39.038981
Urban
Comprehensive
1
19
null
7
2024-07-18 15:21:39.134960
Good
Yes
Monthly
Condo
1,713
53,534
40
Female
588
Single
0
Bachelor's
Unemployed
null
Suburban
Premium
2
0
null
2
2021-01-20 15:21:39.172097
Poor
No
Weekly
House
446
53,535
54
Male
22,815
Married
4
Master's
null
27.088885
Suburban
Comprehensive
1
7
582
4
2024-01-03 15:21:39.146733
Average
No
Monthly
Condo
170
53,536
22
Male
null
Divorced
2
PhD
Self-Employed
11.682869
Suburban
Comprehensive
0
3
452
5
2021-04-25 15:21:39.172097
Poor
Yes
Weekly
Condo
22
53,537
60
Female
34,290
Married
2
PhD
Employed
30.880469
Rural
Basic
0
10
404
7
2020-04-13 15:21:39.087123
Poor
Yes
Rarely
House
1,109
53,538
29
Male
704
Divorced
0
High School
Employed
43.524546
Rural
Basic
3
13
767
9
2023-10-13 15:21:39.134960
Good
No
Rarely
Condo
569
53,539
58
Female
53,734
Single
2
PhD
Self-Employed
12.139003
Urban
Basic
0
18
354
9
2024-06-17 15:21:39.155231
Poor
Yes
Weekly
House
30
53,540
40
Male
2,720
Divorced
0
High School
Employed
3.956128
Urban
Comprehensive
2
10
481
3
2022-03-18 15:21:39.080440
Good
No
Monthly
Condo
1,103
53,541
26
Female
28,983
Single
3
Bachelor's
null
34.785731
Urban
Comprehensive
1
15
397
6
2020-09-18 15:21:39.261856
Average
Yes
Daily
Condo
2,794
53,542
29
Male
43,886
Divorced
1
PhD
null
25.878685
Urban
Premium
2
1
673
5
2020-04-12 15:21:39.134960
Poor
Yes
Monthly
Condo
912
53,543
51
Male
51,337
Single
3
Master's
null
51.539535
Rural
Premium
0
18
806
3
2022-12-24 15:21:39.155231
Poor
No
Rarely
House
522
53,544
20
Female
1,624
Single
1
PhD
null
10.389651
Urban
Premium
null
11
473
5
2019-09-14 15:21:39.148733
Poor
Yes
Weekly
Apartment
1,552
53,545
18
Female
39,425
Single
0
PhD
null
5.917997
Suburban
Comprehensive
2
10
573
6
2022-08-08 15:21:39.114118
Good
No
Rarely
House
833
53,546
50
Male
38,232
Married
3
Master's
Unemployed
35.098937
Suburban
Comprehensive
0
4
487
4
2020-07-14 15:21:39.183598
Average
No
Weekly
Condo
1,325
53,547
63
Female
5,503
Divorced
0
Bachelor's
Unemployed
19.262271
Rural
Premium
0
17
468
8
2023-09-02 15:21:39.208842
Good
No
Weekly
Apartment
82
53,548
54
Female
43,983
Married
0
Master's
Unemployed
23.879207
Urban
Comprehensive
null
11
546
8
2022-05-15 15:21:39.166062
Average
No
Rarely
House
753
53,549
62
Female
30,228
Married
2
PhD
null
31.17155
Rural
Comprehensive
3
2
466
1
2020-11-15 15:21:39.177724
Poor
No
Daily
Condo
1,067
53,550
31
Male
4,814
Married
2
PhD
null
44.287967
Urban
Premium
2
19
null
6
2023-06-02 15:21:39.281787
Poor
Yes
Weekly
House
1,156
53,551
45
Female
17,774
Single
3
Master's
null
42.663566
Rural
Basic
2
19
null
1
2024-03-23 15:21:39.176717
Average
No
Daily
Apartment
2,341
53,552
64
Female
52,693
Single
null
PhD
null
19.121309
Urban
Basic
2
9
591
9
2022-06-07 15:21:39.232526
null
Yes
Rarely
Apartment
20
53,553
29
Female
2,906
Divorced
2
Master's
null
27.38445
Suburban
Basic
null
4
494
4
2020-10-01 15:21:39.288099
Average
Yes
Weekly
Condo
3,988
53,554
37
Male
13,982
Single
2
High School
null
null
Urban
Comprehensive
null
12
null
1
2022-01-05 15:21:39.086123
Good
No
Rarely
Apartment
619
53,555
31
Female
56,984
Married
2
PhD
Employed
9.064381
Rural
Basic
1
12
null
7
2021-01-08 15:21:39.237118
Good
Yes
Weekly
Apartment
289
53,556
22
Male
66,935
Married
null
Master's
null
14.290188
Suburban
Comprehensive
null
13
507
2
2024-07-22 15:21:39.237118
Good
Yes
Weekly
Condo
157
53,557
57
Female
8,599
Divorced
4
High School
Employed
19.857807
Urban
Comprehensive
3
6
823
5
2023-06-09 15:21:39.182597
Good
Yes
Daily
Apartment
964
53,558
30
Male
35,211
Single
3
Bachelor's
Self-Employed
36.737808
Urban
Comprehensive
null
10
null
8
2020-02-02 15:21:39.155231
Average
Yes
Daily
House
886
53,559
18
Female
44,937
Single
2
PhD
Unemployed
11.710031
Urban
Basic
null
13
null
5
2024-01-21 15:21:39.155231
Average
Yes
Monthly
House
772
53,560
61
Male
4,894
Divorced
1
Master's
Unemployed
21.129324
Urban
Basic
2
15
554
3
2023-03-02 15:21:39.288099
Average
No
Rarely
Apartment
778
53,561
41
Male
56,274
Single
3
High School
null
24.187087
Rural
Comprehensive
null
17
795
7
2020-10-19 15:21:39.247098
Poor
No
Rarely
Condo
71
53,562
52
Male
null
Single
2
Bachelor's
Employed
10.636767
Urban
Basic
null
18
413
1
2020-01-29 15:21:39.155231
Good
Yes
Monthly
Apartment
605
53,563
25
Male
9,094
Divorced
3
Master's
null
14.846006
Urban
Premium
1
12
745
8
2020-11-30 15:21:39.083497
Average
Yes
Rarely
Condo
806
53,564
59
Female
103,911
Married
1
PhD
Unemployed
13.4496
Suburban
Basic
null
19
672
7
2023-09-20 15:21:39.081504
Good
No
Rarely
Condo
361
53,565
41
Female
7,791
Married
null
Master's
Self-Employed
17.955795
Suburban
Basic
0
3
719
7
2019-10-25 15:21:39.093681
Good
No
Rarely
Apartment
801
53,566
35
Male
53,600
Divorced
3
Master's
null
10.404611
Urban
Basic
2
4
752
4
2021-04-15 15:21:39.274993
Poor
Yes
Rarely
Condo
269
53,567
24
Female
4,538
Married
0
Master's
Unemployed
8.993708
Suburban
Premium
1
16
533
8
2022-05-08 15:21:39.134960
Average
Yes
Weekly
Apartment
48
53,568
32
Male
8,853
Divorced
2
High School
Self-Employed
21.903995
Urban
Comprehensive
null
19
459
4
2022-11-18 15:21:39.221386
Good
Yes
Daily
Condo
781
53,569
60
Male
5,906
Divorced
2
Master's
Self-Employed
28.964504
Rural
Comprehensive
1
0
687
1
2024-05-12 15:21:39.214388
Good
Yes
Monthly
Apartment
825
53,570
45
Female
1,464
Divorced
4
Master's
Unemployed
27.672144
Urban
Comprehensive
1
9
619
6
2023-02-15 15:21:39.192212
Good
No
Weekly
House
2,180
53,571
41
Female
7,053
Divorced
4
PhD
Self-Employed
27.881347
Rural
Comprehensive
2
7
544
6
2021-10-12 15:21:39.134960
Average
No
Daily
Condo
671
53,572
21
Female
7,891
Single
4
Bachelor's
Employed
33.548531
Rural
Basic
1
7
513
2
2020-01-13 15:21:39.196387
Average
Yes
Weekly
Condo
1,042
53,573
28
Female
28,991
Married
1
PhD
Self-Employed
15.84103
Urban
Premium
1
0
668
6
2023-07-05 15:21:39.237118
Poor
Yes
Daily
Apartment
977
53,574
33
Female
6,095
Single
2
PhD
Employed
null
Suburban
Basic
1
16
694
3
2021-01-25 15:21:39.276901
Good
No
Monthly
House
1,318
53,575
51
Male
18,093
Divorced
2
High School
null
12.271841
Urban
Premium
0
6
719
6
2024-05-08 15:21:39.107553
Good
No
Monthly
Apartment
1,584
53,576
54
Male
3,814
Single
4
Bachelor's
Employed
7.416611
Urban
Basic
1
0
391
4
2023-07-15 15:21:39.247098
Poor
No
Monthly
Condo
854
53,577
63
Female
20,587
Single
4
High School
null
16.229314
Urban
Premium
0
13
676
7
2024-03-21 15:21:39.172097
Poor
Yes
Daily
Apartment
705
53,578
61
Male
968
Divorced
0
Bachelor's
Unemployed
28.004619
Suburban
Basic
2
0
516
7
2022-03-03 15:21:39.181605
Average
No
Weekly
Apartment
3,378
53,579
55
Male
11,867
Single
0
PhD
null
15.501436
Urban
Premium
1
9
465
5
2022-09-25 15:21:39.090124
Average
Yes
Rarely
Condo
235
53,580
22
Male
18,698
Married
2
Bachelor's
Unemployed
27.081261
Suburban
Premium
4
18
662
9
2021-08-12 15:21:39.205850
Poor
No
Rarely
House
925
53,581
50
Female
135,767
null
0
Bachelor's
Unemployed
30.85945
Rural
Premium
null
8
336
8
2024-04-11 15:21:39.249100
Poor
Yes
Weekly
House
581
53,582
27
Male
62,290
Divorced
1
Bachelor's
null
16.06214
Suburban
Basic
null
13
716
6
2022-01-01 15:21:39.122134
Good
No
Rarely
Condo
381
53,583
23
Female
10,198
Single
3
High School
Employed
29.918107
Rural
Premium
null
4
838
6
2024-02-04 15:21:39.134960
Poor
Yes
Daily
Condo
2,563
53,584
26
Female
35,399
Single
1
Bachelor's
Employed
28.690533
Urban
Comprehensive
1
5
489
5
2022-08-21 15:21:39.192212
Poor
No
Daily
House
1,460
53,585
63
Female
null
Married
2
High School
Self-Employed
52.134211
Suburban
Premium
1
19
null
2
2022-10-29 15:21:39.146733
Poor
Yes
Daily
Apartment
1,215
53,586
56
Male
20,894
Single
0
High School
Self-Employed
8.991208
Rural
Premium
null
6
340
1
2022-11-19 15:21:39.237118
Average
Yes
Weekly
Condo
1,201
53,587
58
Female
7,774
Single
2
Bachelor's
Unemployed
10.182141
Urban
Premium
1
19
402
6
2024-06-23 15:21:39.089116
Good
No
Rarely
Apartment
1,449
53,588
27
Female
1,344
Married
2
High School
null
38.724029
Suburban
Premium
null
10
308
4
2022-01-21 15:21:39.219432
Poor
Yes
Rarely
Condo
963
53,589
20
Female
5,909
Divorced
null
Bachelor's
Unemployed
19.139846
Suburban
Comprehensive
null
16
656
5
2022-12-11 15:21:39.155231
Good
Yes
Monthly
Apartment
662
53,590
59
Female
2,688
Divorced
4
PhD
null
10.846361
Urban
Comprehensive
2
19
332
6
2019-08-19 15:21:39.100695
Average
No
Rarely
House
917
53,591
19
Female
2,819
Single
0
High School
null
20.132296
Urban
Comprehensive
null
15
830
1
2024-05-26 15:21:39.155231
Average
No
Weekly
Condo
2,694
53,592
28
Female
5,935
Single
3
Master's
Self-Employed
30.157971
Rural
Premium
null
17
453
5
2020-12-03 15:21:39.120168
Average
No
Weekly
Condo
214
53,593
42
Female
27,311
Single
1
Master's
null
19.553814
Rural
Premium
0
11
null
2
2022-03-12 15:21:39.134960
Average
Yes
Weekly
Apartment
2,742
53,594
28
Female
77,894
Divorced
1
Master's
Unemployed
18.884962
Urban
Premium
null
7
381
6
2021-06-17 15:21:39.181605
Poor
Yes
Rarely
House
2,472
53,595
49
Female
18,059
Single
null
Bachelor's
Self-Employed
16.296615
Urban
Comprehensive
0
3
null
3
2022-02-25 15:21:39.155231
null
Yes
Monthly
Apartment
1,729
53,596
47
Male
39,743
Married
4
Bachelor's
Unemployed
29.912524
Suburban
Basic
1
19
null
2
2021-03-31 15:21:39.274993
Average
Yes
Daily
House
3,106
53,597
52
Male
6,734
Divorced
3
PhD
Employed
22.914384
Rural
Comprehensive
null
13
559
4
2020-01-20 15:21:39.134960
null
Yes
Weekly
Apartment
1,363
53,598
30
Female
667
Divorced
2
Master's
null
9.848008
Urban
Comprehensive
1
17
637
2
2021-11-08 15:21:39.144722
Poor
Yes
Daily
House
2,360
53,599
26
Female
null
Married
1
Master's
Self-Employed
5.275329
Suburban
Basic
null
18
301
4
2021-11-19 15:21:39.155231
Good
Yes
Weekly
Apartment
1,001