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
50,500
49
Female
36,015
Divorced
1
PhD
Employed
19.033676
Urban
Comprehensive
null
9
613
9
2021-12-15 15:21:39.092127
Good
No
Monthly
Condo
868
50,501
50
Male
null
Divorced
2
PhD
Self-Employed
33.383791
Urban
Premium
2
19
552
1
2021-10-01 15:21:39.257696
Good
Yes
Weekly
House
136
50,502
42
Male
26,120
Married
2
PhD
Self-Employed
44.396734
Rural
Comprehensive
3
13
783
4
2023-07-22 15:21:39.245086
null
Yes
Rarely
Condo
818
50,503
37
Female
948
Married
4
High School
null
22.869075
Suburban
Premium
2
11
679
9
2022-03-30 15:21:39.250151
Poor
Yes
Monthly
House
851
50,504
49
Female
22,300
Single
4
PhD
Unemployed
40.582648
Urban
Basic
null
6
726
4
2021-05-26 15:21:39.174719
Poor
No
Rarely
Condo
267
50,505
43
Female
24,996
Single
2
Master's
Employed
10.783356
Suburban
Premium
0
2
809
7
2020-04-07 15:21:39.213373
Poor
No
Rarely
Condo
1,052
50,506
35
Male
1,724
Married
2
Master's
Employed
47.890647
Rural
Basic
null
7
572
4
2024-06-24 15:21:39.093681
Poor
No
Weekly
House
3,937
50,507
57
Male
4,655
Married
4
Master's
Unemployed
28.512214
Suburban
Premium
1
9
835
9
2021-08-03 15:21:39.237118
Good
No
Monthly
House
261
50,508
52
Female
15,104
Single
2
Master's
null
10.252033
Rural
Premium
1
4
820
6
2023-03-20 15:21:39.134960
Average
Yes
Daily
Condo
939
50,509
49
Female
7,963
Married
2
High School
Employed
43.436853
Suburban
Comprehensive
1
19
642
9
2023-02-14 15:21:39.134960
Average
Yes
Weekly
House
829
50,510
35
Female
17,702
Divorced
1
Master's
Unemployed
38.415802
Rural
Basic
0
13
716
9
2021-05-22 15:21:39.200452
Poor
No
Monthly
House
1,632
50,511
24
Male
17,776
Divorced
4
Bachelor's
Self-Employed
8.822268
Urban
Premium
null
18
null
5
2021-12-08 15:21:39.130190
Average
No
Weekly
Apartment
1,675
50,512
46
Male
53,856
Married
4
PhD
Self-Employed
23.853017
Urban
Premium
1
4
392
3
2019-09-29 15:21:39.155231
null
Yes
Weekly
Condo
811
50,513
40
Female
45,624
Single
2
High School
Self-Employed
9.827693
Rural
Premium
1
16
657
7
2023-04-09 15:21:39.084065
Poor
Yes
Weekly
House
709
50,514
63
Female
62,421
Single
1
High School
null
19.593428
Urban
Premium
1
15
590
8
2021-02-12 15:21:39.188220
Good
No
Weekly
Condo
83
50,515
37
Male
35,725
Married
3
Bachelor's
Employed
9.092724
Suburban
Premium
0
18
765
3
2023-04-24 15:21:39.128286
Average
Yes
Monthly
Condo
4,942
50,516
38
Male
8,069
Single
1
Bachelor's
Employed
28.948975
Urban
Comprehensive
null
0
703
8
2021-09-11 15:21:39.259788
Average
No
Monthly
House
729
50,517
19
Male
77,542
Divorced
3
PhD
Self-Employed
51.823926
Rural
Comprehensive
1
19
761
9
2020-08-29 15:21:39.261856
Good
No
Daily
Condo
1,068
50,518
38
Male
51,705
Divorced
null
High School
null
35.914193
Suburban
Premium
0
14
504
9
2021-07-10 15:21:39.181605
Poor
Yes
Monthly
Apartment
239
50,519
31
Female
74,955
Divorced
null
Master's
null
19.195879
Urban
Premium
2
7
515
9
2019-11-14 15:21:39.134960
Good
Yes
Daily
House
2,543
50,520
57
Male
28,572
Single
null
Master's
null
19.895369
Urban
Premium
null
17
491
3
2020-07-14 15:21:39.272456
Good
No
Weekly
House
2,866
50,521
64
Male
13,827
Single
0
High School
Employed
38.653548
Rural
Comprehensive
1
7
795
1
2023-01-12 15:21:39.110557
Poor
No
Weekly
Condo
328
50,522
35
Male
116,375
Divorced
1
PhD
Unemployed
23.687438
Rural
Comprehensive
2
14
null
9
2022-05-11 15:21:39.094752
null
No
Weekly
Apartment
3,128
50,523
60
Female
74,876
Divorced
4
Bachelor's
null
51.356058
Suburban
Basic
2
17
null
9
2020-12-07 15:21:39.237118
Average
Yes
Rarely
Condo
1,607
50,524
45
Male
17,092
Divorced
4
Bachelor's
Employed
34.092401
Urban
Premium
0
19
683
1
2022-12-17 15:21:39.134819
Poor
No
Daily
House
684
50,525
51
Male
14,053
Single
4
Master's
Employed
35.824642
Urban
Comprehensive
null
1
712
9
2022-11-13 15:21:39.155231
Good
No
Monthly
House
933
50,526
64
Male
44,087
Married
1
Master's
null
10.8292
Rural
Basic
1
16
600
3
2020-02-02 15:21:39.233998
Average
Yes
Monthly
House
1,524
50,527
55
Male
13,233
Married
2
Bachelor's
null
47.573567
Suburban
Premium
2
12
453
6
2021-07-26 15:21:39.118178
Average
Yes
Weekly
House
859
50,528
23
Female
14,537
Single
2
High School
Employed
18.930712
Urban
Comprehensive
0
19
356
4
2020-02-24 15:21:39.166062
Average
Yes
Monthly
Apartment
4,122
50,529
46
Male
2,693
Married
1
High School
null
6.776416
Urban
Basic
0
4
494
9
2022-04-13 15:21:39.250151
Good
Yes
Weekly
Apartment
648
50,530
32
Female
1,069
Married
3
PhD
null
14.160738
Urban
Comprehensive
2
9
524
8
2023-03-07 15:21:39.194829
Average
No
Weekly
Condo
684
50,531
48
Female
43,226
Divorced
1
Bachelor's
Unemployed
12.865843
Suburban
Basic
3
11
675
8
2023-07-05 15:21:39.282785
Poor
No
Monthly
Condo
2,578
50,532
23
Male
18,951
Single
4
Bachelor's
null
20.639844
Rural
Basic
2
16
757
8
2021-04-22 15:21:39.237118
Average
Yes
Rarely
Apartment
730
50,533
46
Female
26,009
Married
0
PhD
Unemployed
32.506058
Suburban
Premium
0
4
null
2
2023-09-16 15:21:39.079128
Poor
Yes
Daily
Condo
663
50,534
35
Male
18,368
Single
4
Master's
Unemployed
3.583467
Suburban
Basic
2
11
634
7
2020-05-06 15:21:39.180553
null
No
Monthly
House
2,023
50,535
59
Female
null
Married
null
PhD
null
27.726852
Rural
Comprehensive
null
1
373
4
2022-06-11 15:21:39.132191
Poor
Yes
Rarely
House
1,021
50,536
33
Male
7,559
Single
0
PhD
Self-Employed
18.940929
Suburban
Comprehensive
null
7
823
3
2023-05-25 15:21:39.134960
Poor
No
Monthly
Condo
399
50,537
20
Female
15,198
Married
3
Master's
Employed
8.276419
Rural
Basic
null
16
846
1
2021-01-03 15:21:39.089116
Good
No
Rarely
Apartment
3,243
50,538
51
Male
32,529
Single
2
Master's
Self-Employed
11.64581
Rural
Premium
0
9
420
5
2021-12-10 15:21:39.184157
Poor
Yes
Daily
Condo
815
50,539
59
Male
43,987
Single
0
High School
null
32.876221
Rural
Premium
0
10
579
8
2020-10-05 15:21:39.134960
Average
Yes
Rarely
Condo
614
50,540
29
Female
2,355
Married
4
Master's
Self-Employed
28.722398
Rural
Basic
0
9
511
8
2023-11-14 15:21:39.090124
Average
No
Monthly
House
430
50,541
33
Female
31,671
Married
2
PhD
Unemployed
26.868786
Urban
Premium
0
10
477
3
2020-08-12 15:21:39.134960
Good
No
Monthly
House
411
50,542
47
Female
3,353
Divorced
3
Bachelor's
Unemployed
24.914558
Urban
Premium
1
4
473
5
2021-01-20 15:21:39.252145
Poor
No
Daily
Condo
2,362
50,543
32
Male
45,652
Divorced
null
Master's
null
22.502409
Suburban
Comprehensive
0
9
597
9
2022-02-07 15:21:39.126661
Poor
No
Daily
House
1,639
50,544
43
Male
3,362
Married
1
PhD
Unemployed
17.86935
Suburban
Comprehensive
3
12
null
9
2020-01-27 15:21:39.152732
Poor
No
Daily
Apartment
1,592
50,545
54
Female
7,092
Divorced
null
PhD
Employed
13.179865
Urban
Premium
0
5
null
9
2020-08-20 15:21:39.218388
Poor
No
Weekly
Condo
122
50,546
32
Male
37,714
Divorced
0
High School
Self-Employed
15.755552
Rural
Premium
null
14
502
3
2021-02-08 15:21:39.192212
Good
No
Monthly
House
422
50,547
61
Female
25,563
Married
4
PhD
Employed
6.794884
Urban
Basic
1
15
761
5
2023-02-26 15:21:39.237118
Poor
No
Daily
House
1,074
50,548
40
Male
143,988
Divorced
4
PhD
Unemployed
7.352576
Suburban
Comprehensive
2
0
null
2
2020-06-02 15:21:39.233998
Average
No
Monthly
Condo
264
50,549
61
Male
2,978
Single
4
Master's
Employed
17.076011
Rural
Comprehensive
1
17
693
1
2024-07-04 15:21:39.219432
Poor
No
Monthly
House
3,128
50,550
36
Female
88,969
Divorced
2
PhD
null
null
Rural
Comprehensive
3
16
652
1
2023-04-05 15:21:39.148733
Average
Yes
Weekly
House
533
50,551
34
Male
26,681
Single
1
Bachelor's
Self-Employed
33.652642
Urban
Basic
null
15
473
3
2023-02-13 15:21:39.180553
Good
No
Rarely
Condo
746
50,552
61
Male
84,784
null
3
High School
Self-Employed
18.579854
Urban
Basic
4
0
812
2
2020-04-20 15:21:39.252145
Average
No
Rarely
Condo
541
50,553
63
Male
77,942
Married
3
PhD
Self-Employed
32.291793
Suburban
Comprehensive
1
11
null
2
2022-10-23 15:21:39.134960
Good
Yes
Rarely
House
344
50,554
42
Male
27,990
Single
0
Master's
Unemployed
52.108917
Urban
Basic
null
14
463
9
2020-11-04 15:21:39.167099
Good
Yes
Daily
Condo
3,213
50,555
57
Male
30,871
Divorced
2
Master's
Employed
15.992311
Urban
Basic
2
7
677
8
2019-09-15 15:21:39.095696
Good
No
Daily
Condo
47
50,556
55
Female
4,565
Single
null
High School
Self-Employed
23.624134
Urban
Premium
null
10
416
6
2022-01-30 15:21:39.134960
Poor
Yes
Daily
House
1,492
50,557
41
Female
23,648
Married
1
PhD
Unemployed
13.850071
Suburban
Basic
null
14
585
4
2023-04-09 15:21:39.221386
Average
No
Monthly
Apartment
703
50,558
32
Male
36,316
Divorced
3
PhD
null
19.484438
Suburban
Comprehensive
0
18
662
1
2021-03-24 15:21:39.213373
Poor
No
Rarely
House
22
50,559
36
Male
29,063
Single
null
PhD
null
19.724134
Suburban
Basic
0
2
688
4
2022-11-17 15:21:39.249100
Average
Yes
Daily
House
2,499
50,560
27
Male
7,061
Divorced
4
Master's
Self-Employed
14.139987
Rural
Basic
1
10
514
8
2020-10-26 15:21:39.249100
Average
Yes
Monthly
Condo
302
50,561
31
Male
15,892
Married
2
High School
Unemployed
24.834365
Suburban
Comprehensive
0
10
327
3
2022-11-03 15:21:39.276901
Poor
No
Daily
House
2,289
50,562
53
Female
81,651
Married
3
Bachelor's
null
47.095816
Rural
Basic
0
11
585
8
2021-09-19 15:21:39.134960
Poor
Yes
Daily
House
100
50,563
53
Male
61,671
Single
3
Bachelor's
Employed
16.839456
Suburban
Basic
1
19
428
2
2023-02-10 15:21:39.081504
Poor
No
Rarely
Apartment
176
50,564
63
Female
null
Divorced
4
Master's
Employed
23.716027
Rural
Basic
1
7
502
9
2024-01-30 15:21:39.246098
Good
Yes
Weekly
Apartment
308
50,565
64
Male
7,982
Married
1
PhD
Self-Employed
15.788134
Urban
Comprehensive
0
10
778
1
2019-12-23 15:21:39.155231
Poor
No
Daily
Apartment
1,358
50,566
38
Male
8,078
Single
1
High School
Self-Employed
11.869801
Suburban
Comprehensive
0
2
545
3
2020-05-24 15:21:39.220389
Good
No
Daily
House
3,138
50,567
59
Male
20,672
Single
4
PhD
Unemployed
39.084973
Suburban
Basic
null
12
673
8
2022-03-09 15:21:39.218388
Good
Yes
Rarely
Apartment
1,447
50,568
64
Female
1,112
Married
0
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
7
511
5
2022-11-05 15:21:39.250151
Average
Yes
Daily
House
2,102
50,569
59
Female
62,419
Married
4
Master's
Employed
26.574165
Suburban
Premium
1
1
346
7
2022-12-06 15:21:39.194829
Good
Yes
Rarely
Apartment
1,238
50,570
34
Male
121,675
Married
4
Master's
Self-Employed
29.052593
Urban
Comprehensive
3
5
379
3
2021-07-01 15:21:39.126661
Good
No
Weekly
Condo
554
50,571
48
Female
13,326
Divorced
1
High School
Unemployed
32.88605
Urban
Comprehensive
1
9
805
2
2023-02-02 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,233
50,572
40
Male
21,288
Married
4
Bachelor's
null
24.897811
Urban
Comprehensive
0
12
645
5
2021-12-07 15:21:39.150730
Poor
No
Monthly
House
213
50,573
54
Female
114,386
Married
3
Bachelor's
Self-Employed
40.441472
Rural
Basic
null
16
363
8
2019-09-27 15:21:39.132191
Poor
Yes
Weekly
Condo
847
50,574
21
Female
28,897
Married
1
High School
null
31.927378
Rural
Basic
null
13
827
8
2022-06-25 15:21:39.175719
Good
Yes
Monthly
Condo
2,263
50,575
48
Male
7,858
Married
2
Bachelor's
null
11.556896
Urban
Premium
null
16
530
4
2022-03-07 15:21:39.168099
Average
No
Daily
Apartment
110
50,576
19
Male
null
Single
1
PhD
Employed
47.694114
Suburban
Premium
1
1
329
8
2021-02-27 15:21:39.121169
Average
No
Rarely
Condo
928
50,577
20
Female
24,991
Married
2
High School
Unemployed
19.829132
Urban
Premium
null
5
534
7
2021-11-08 15:21:39.087123
Poor
No
Weekly
Condo
497
50,578
39
Male
4,550
Married
4
Bachelor's
null
41.405714
Suburban
Basic
1
8
726
2
2023-09-11 15:21:39.155231
Good
Yes
Daily
Condo
20
50,579
47
Male
92,975
Divorced
4
Master's
null
11.743454
Rural
Premium
2
19
605
5
2023-05-21 15:21:39.134960
null
No
Rarely
Apartment
984
50,580
25
Male
6,971
Married
1
Bachelor's
Employed
14.155419
Rural
Premium
0
9
751
7
2023-09-21 15:21:39.192212
Good
Yes
Weekly
Condo
1,387
50,581
35
Male
null
Married
0
High School
null
17.879207
Rural
Comprehensive
1
6
761
6
2019-11-11 15:21:39.237118
Poor
Yes
Daily
Condo
45
50,582
46
Female
35,759
Married
3
High School
Unemployed
13.368569
Suburban
Comprehensive
null
14
703
6
2023-07-20 15:21:39.097737
Poor
No
Weekly
Apartment
26
50,583
22
Female
20,982
Married
2
PhD
Self-Employed
26.84314
Suburban
Basic
2
8
607
8
2020-05-15 15:21:39.180553
Good
Yes
Weekly
Apartment
1,817
50,584
52
Female
1,607
Single
3
Bachelor's
Unemployed
36.048516
Urban
Comprehensive
0
17
474
4
2020-04-21 15:21:39.155231
Average
Yes
Rarely
House
282
50,585
61
Female
31,027
Divorced
null
PhD
Self-Employed
13.636974
Suburban
Comprehensive
null
12
808
4
2021-05-19 15:21:39.229482
Good
Yes
Monthly
House
603
50,586
19
Male
34,241
Married
1
Master's
Unemployed
21.166318
Suburban
Comprehensive
null
0
null
3
2021-10-23 15:21:39.093681
Average
No
Daily
Apartment
1,246
50,587
21
Female
29,173
Married
1
Master's
null
8.990934
Suburban
Basic
1
10
725
3
2022-05-30 15:21:39.250151
Average
No
Rarely
House
3,397
50,588
42
Male
3,719
Divorced
3
High School
Self-Employed
42.185796
Suburban
Comprehensive
2
14
445
9
2023-03-16 15:21:39.224915
Good
Yes
Rarely
Condo
604
50,589
58
Female
979
Divorced
0
High School
Employed
5.672692
Rural
Comprehensive
0
12
null
1
2023-11-11 15:21:39.134960
Poor
Yes
Weekly
Apartment
255
50,590
40
Female
16,886
Divorced
2
Master's
null
34.145829
Urban
Comprehensive
0
5
807
9
2024-02-14 15:21:39.155231
Average
No
Daily
Condo
678
50,591
24
Female
24,576
Married
null
PhD
Unemployed
23.479562
Urban
Comprehensive
1
19
633
9
2021-10-31 15:21:39.286113
Average
Yes
Weekly
Condo
454
50,592
48
Female
null
Married
1
PhD
Unemployed
28.242697
Suburban
Comprehensive
2
13
null
7
2021-02-28 15:21:39.237118
Average
No
Rarely
House
381
50,593
18
Male
35,759
Married
3
Master's
Employed
20.634008
Rural
Basic
1
10
634
2
2020-02-14 15:21:39.237118
Poor
Yes
Daily
Apartment
589
50,594
21
Male
1,407
Divorced
4
PhD
null
47.798251
Urban
Basic
1
11
null
5
2022-08-12 15:21:39.155231
Poor
No
Rarely
House
2,453
50,595
40
Male
88,238
Divorced
4
Master's
Unemployed
18.373932
Rural
Comprehensive
1
4
null
4
2021-01-17 15:21:39.215386
Average
No
Rarely
Apartment
281
50,596
24
Female
15,126
Single
2
Master's
Unemployed
30.983244
Suburban
Basic
1
4
747
7
2020-10-13 15:21:39.220389
Average
No
Weekly
Apartment
478
50,597
21
Male
39,493
Single
1
Bachelor's
null
26.818368
Suburban
Premium
1
0
784
5
2023-07-11 15:21:39.146733
Good
Yes
Monthly
House
435
50,598
47
Male
65,418
Divorced
0
Master's
null
11.996549
Suburban
Basic
0
16
809
8
2020-08-01 15:21:39.269494
Average
Yes
Rarely
Condo
156
50,599
31
Male
13,879
Single
2
Master's
Unemployed
49.939381
Suburban
Premium
2
17
351
4
2021-03-23 15:21:39.250151
Good
No
Weekly
Apartment
1,862